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Moly-Cop Tools, Version 3.0
About the Media Charge_Dynamics_Ball Mills Spreadsheet ...
Moly-Cop Tools, Version 3.0
About the Media Charge_Dynamics_Ball Mills Spreadsheet ...
&"Arial,Bold"&8Moly-Cop Tools&"Arial,Regular" / &F &8&D / &T
Scope :
The Media Charge_Dynamics_Ball Mills spreadsheet was designed to simulate the long-term, dynamic transition of the media charge composition and hence, media comsumption rates, for a ball mill operating under non-equilibrium conditions, as a result of changes in ball charging practices, media type, ore properties, etc. The purpose of the developed algorithm is to decouple the rate at which operators charge balls to the mill (the Recharge Rate) and the rate at which such balls are consumed out of the mill (the Consumption Rate), more closely related to ball quality and not so dependent on the many diversed factors that could motivate operators to charge more or less balls, at any given time.
Theoretical Framework :
The most widely accepted mathematical description of the gradual consumption process experienced by a grinding ball inside a tumbling mill is known as the Linear Wear Theory, by which the mass rate of consumption of a grinding ball is described as directly proportional to the surface area exposed by such ball to the various wear mechanisms (abrasion and/or corrosion) active in the mill charge environment :
Wt = d(mb)/d(t) = - km Ab
where :
Wt = mass wear rate, kg/hr
mb = ball weight, kg; after t hours of being charged into the mill.
Ab = exposed ball area, m2
km = mass wear rate constant, kg/hr/m2.
Equivalently, taking into account the geometry of the grinding body (sphere or cylinder), one obtains :
d(d)/d(t) = - 2 km / rb = - kd
where :
d = size (diameter) of the grinding ball, mm; after t hours of being charged into the mill.
rb = grinding ball density, ton/m3
kd = wear rate constant, mm/hr.
If kd is to remain unaffected by the extent of wear; that is, kd is not a function of the current ball size d - a condition satisfied by most grinding media varieties and normally referred to as Linear Wear Kinetics - the above expression may be simply integrated to obtain :
d = dR - kd t
where dR represents the initial size of the balls.
However, eventhough intrinsic ball quality may be constant during the whole period in consideration, the value of kd could still be affected by various operating conditions, such as ore abrasiveness, slurry corrosiveness, particle feed size distribution and the power intensity (P/Wb) sustained by the ball charge (Wb):
kd = kdE (P/Wb)/1000
where, based on the so called Benavente Correlation, kdE is determined by:
kdE = kdB [(AI - 0.02)/0.20]0.331 [F80/5000]0.13 [pH/10]-0.677
where kdB is the Benavente's Constant (nominal value 1.292), AI is the Bond's Abrasion Index, F80 is the 80% passing size in the fresh mill feed and pH accounts for the mill slurry corrosivity.
The simulation algorithm contained in the attached worksheet Model consists of a detailed follow-up of the complete life of each ball charged to the mill, by repeatedly applying the above theory for every time period between media recharges. The overall response is then numerically integrated and reported back to the Data_File spreadsheet.
Data Input :
All data required by the model must be defined in each corresponding unprotected white background cell of the here attached Data File worksheet. Gray background cells contain the results of the corresponding formulas there defined and are protected to avoid any accidental editing.
This spreadsheet may be properly reconfigured by the user, as best suited to the purpose of the evaluation or the actual data available. For instance, if actual kWh readings are available for every time period, Column R may be converted into data input cells and then Columns S to Y may be back-calculated on that basis. To implement these changes, the spreadsheet must be unprotected using the password JES.
New Moly-Cop Tools users are invited to explore the brief comments inserted in the most relevant cells of Data File.
Charts
Moly-Cop Tools TM (Version 3.0)
Moly-Cop Tools TM (Version 2.0)
Moly-Cop Tools TM (Version 2.0)
Ball Recharge Rate 45 68 91 113 134 158 179 200 221 242 266 289 312 336 357 378 400 423 447 471 493 515 537 561 584 608 631 654 676 700 723 747 770 792 813 834 856 880 901 923 946 967 990 1011 1034 1058 1080 1104 1125 1147 1171 1193 1214 1238 1262 1285 1307 1331 1355 1376 1397 1421 1442 1463 1486 1507 1528 1551 1572 1596 1617 1638 1660 1684 1707 1729 1751 1773 1795 1818 1840 1861 1883 1907 1929 1950 1972 1994 2018 2042 2063 2087 2110 2134 2158 2180 2201 2224 2247 2268 2290 2314 2335 2358 2379 2401 2422 2445 2467 2490 2514 2536 2559 2582 2606 2629 2652 2674 2696 2719 2741 2763 2787 2809 2833 2855 2879 2901 2922 2946 2970 2993 3014 3036 3060 3081 3105 3128 3150 3172 3195 3217 3241 3264 3285 3308 3330 3352 3373 3396 3417 3441 3462 3484 3508 3530 3554 3575 3597 3620 3641 3665 3687 3711 3734 3758 3781 3802 3825 3848 3872 3894 3918 3940 3964 3987 4010 4034 4057 4079 4101 4124 4146 4167 4190 4213 4234 4258 4280 4303 4324 4348 4370 4392 4413 4435 4457 4478 4499 4523 4546 4567 4589 4611 4635 4658 4679 4700 4721 4742 4766 4789 4812 4835 4857 4880 4902 4925 4949 4973 4997 5019 5040 5062 5083 5104 5125 5147 5171 5195 5216 5240 5261 5283 5307 5328 5349 5373 5395 5417 5441 5465 5486 5509 5532 5556 5577 5599 5620 68.854485882119903 62.709668474691675 62.794857354186746 66.446457602973666 68.604985445995055 59.9739 53260893282 68.543173157063563 68.597959183700183 68.542026002802075 68.486841568586613 60.622581099897957 62.381941561974664 62.463011587959286 60.589784699842461 68.397590085662671 68.226968726247875 65.182370968350924 63.092411581000299 59.708078903155311 59.705387834431029 65.945483289339634 65.913298113585356 65.876549791820665 60.452293145611655 63.078730533057644 59.59343892217889 62.18257157162396 63.045430644225405 64.876530835221743 60.37401409668221 63.00312428764132 59.425600967486417 62.984256567260445 64.920116894471334 67.865105360813601 67.818446223703646 65.710421233164467 59.276166832885856 68.698156820009885 65.531765780293696 61.883273574904216 68.715308707711813 62.700345747695465 68.545919684451519 62.645819498756318 59.095161049069944 65.487521202664652 59.9134131159559 47 68.591922552101039 64.420722599156775 59.863944708837749 64.519377473943578 67.570158775589093 59.096367666961214 59.016077214362888 62.466760886026925 64.402252421877279 59.949515116207635 59.96902218483519 67.490656707147224 67.569586540826506 59.005013870101209 67.57013475282757 67.546039109544225 61.651844110260811 67.424624673550568 68.352626277518198 62.390338109118531 68.452678319752323 59.875084123143296 68.455591635728751 67.372204216844437 64.394930208384139 59.861134946358455 61.527549420916273 64.442168047393068 65.245921942471782 65.249551323258203 65.355576525158725 62.412049148276132 65.265906179448649 67.425420046152581 65.25294243539076 4 59.920365166650377 65.403814815341761 68.5221025616395 65.28889041382773 64.492870266037627 59.858756832028988 59.165164845547224 68.612076949698832 59.19769247373074 62.682413867659534 59.264755924708602 60.041759859553281 65.658118816671418 68.683280104799252 62.704869686663606 62.836260109781392 67.785448319033634 64.805304872896201 60.259692504832664 68.815482685838532 62.05674051784996 68.002469351990726 65.721361988294575 68.029359575885962 62.1127069795889 65.89378179192364462.949142731978178 60.459981679277419 66.014372312014871 63.060254818860258 63.098987032373707 60.507428493171879 62.319294926804567 62.46113710567009 65.24276936089 6673 66.299787869701902 63.446604169640949 65.347454665196082 66.401422791268104 60.798262220607661 66.393698859301409 60.039332695069646 66.489763360815445 60.132924640560297 65.77723144381612 69.916148132626034 61.088490237248209 61.155641407574336 63.100553759745239 70.137640191375695 66.963087494555026 61.310512549401842 69.175027960500103 61.386942050773357 64.13798353540713 67.2171401901238 66.314377058281067 64.355020887413801 66.408823345957671 60.804099497201854 64.426789692078245 69.649199995415046 64.495664677522868 66.664909575779006 66.697238807489285 69.915818506248598 64.750108662997874 70.871630452222163 62.019809290445657 71.085375950429665 67.750989078114642 62.238076000921652 67.982164955771097 62.347381809896575 70.239152318394432 67.162547871290926 65.081218461411268 71.351531352939645 61.546564196267433 68.259499009536938 62.584036475942519 65.362684228159736 61.798452548006487 64.54196155304804 71.610229746486681 65.475818943328193 64.597193748561239 61.934419806177658 68.585544353647506 62.880791930339058 67.592734666201466 61.962286186914405 64.721547619728824 65.77827475407345 63.073872554550874 64.851692834542533 67.939760384282977 67.838545952004566 65.8123255725435 67.886679332752337 71.119309177106501 65.830204692922166 64.952440167796311 71.283988445101969 63.232214540422689 67.978186427594778 65.126890304120465 71.368066415658717 63.305462655387942 69.014580520514059 68.052666721507805 71.407070738616127 68.026813607934713 68.991416839745284 72.401129762867882 71.245161074838123 62.310369691601359 65.998029807077458 71.315090960614867 69.11097906179694 68.156256549125501 62.370569923630065 66.06058355749353 71.498252531905138 72.349665339709546 72.322481358534176 72.286261562436565 62.44300882097675 66.127221335534969 65.133210604028605 65.261658805087265 69.108902193795302 66.106498502730858 69.247482924795037 65.203326939553065 62.609343438285507 63.444558454899266 63.500940435412851 69.43824036 5441672 71.724693422116189 69.276256987805596 72.694695254508488 72.653531869067578 71.604538134859155 69.160876632066632 62.619966843347697 62.665934781564218 71.680481236189777 62.589449477349511 72.7208877009475 68.307862733037965 62.709092006093044 72.621668346107683 71.579474014811439 62.595727133215476 68.457756127975188 69.306496571101434 62.647238802638689 63.574979058270159 72.718926516060378 66.35447176312519 66.372796683204768 63.624083518926518 72.88325306902459 69.526771180381303 71.81372210991178 Ball Consumption Rate 45 68 91 113 134 158 179 200 221 242 266 289 312 336 357 378 400 423 447 471 493 515 537 561 584 608 631 654 676 700 723 747 770 792 813 834 856 880 901 923 946 967 990 1011 1034 1058 1080 1104 1125 1147 1171 1193 1214 1238 1262 1285 1307 1331 1355 1376 1397 1421 1442 1463 1486 1507 1528 1551 1572 1596 1617 1638 1660 1684 1707 1729 1751 1773 1795 1818 1840 1861 1883 1907 1929 1950 1972 1994 2018 2042 2063 2087 2110 2134 2158 2180 2201 2224 2247 2268 2290 2314 2335 2358 2379 2401 2422 2445 2467 2490 2514 2536 2559 2582 2606 2629 2652 2674 2696 2719 2741 2763 2787 2809 2833 2855 2879 2901 2922 2946 2970 2993 3014 3036 3060 3081 3105 3128 3150 3172 3195 3217 3241 3264 3285 3308 3330 3352 3373 3396 3417 3441 3462 3484 3508 3530 3554 3575 3597 3620 3641 3665 3687 3711 3734 3758 3781 3802 3825 3848 3872 3894 3918 3940 3964 3987 4010 4034 4057 4079 4101 4124 4146 4167 4190 4213 4234 4258 4280 4303 4324 4348 4370 4392 4413 4435 4457 4478 4499 4523 4546 4567 4589 4611 4635 4658 4679 4700 4721 4742 4766 4789 4812 4835 4857 4880 4902 4925 4949 4973 4997 5019 5040 5062 5083 5104 5125 5147 5171 5195 5216 5240 5261 5283 5307 5328 5349 5373 5395 5417 5441 5465 5486 5509 5532 5556 5577 5599 5620 60.88278693947484 60.401574858871079 60.439396043233131 61.41074910283502 60.044178346633089 60.153572222621598 60.742891152754815 60.905814028461918 60.88841320517551 60.872710753293667 60.920566360596126 59.442246747379542 60.339558200725456 60.865821429631453 60.01670 5125519906 60.759119508150697 60.586649876758834 61.072962783503336 59.318043200894714 60.072072839998839 61.267684078936064 60.539977256601844 60.541088594726496 60.180217017209486 60.35176940039706 59.325546730555324 60.287171269602268 61.157655684207825 59.68229627304743 4 60.970297019294783 60.361732323854149 59.246521490629846 61.157109503997141 59.801202708820327 60.757950936094694 60.769767921730384 61.455629050195782 59.252436207377201 61.558931985185765 60.587288530311021 59.58187826299752 61.816690778437888 60.691321506031407 61.192079825857689 60.946621681141302 59.849281397834559 62.164236539517141 60.971586926325926 61.91556511050451 60.883997803105807 62.138036588366447 61.148377310137398 62.391502560704545 61.768424896449673 61.717861763011292 62.963017621693865 61.712966554597394 63.14745996326306 62.414886502098774 62.357302914250539 63.453220972702901 62.678169609349624 63.606106681853902 63.811248895122077 63.378685710413507 63.888656213412283 64.965601273790881 63.706406802150134 64.444985569056755 63.804621551316089 64.658858226755058 63.856283235127655 64.58620829182955 65.047843930407709 63.549719046243041 64.902072798170607 65.848273755250503 65.138385467635658 65.368732812169966 65.096149394513134 65.465860461654074 65.001568930988043 66.580192231423197 65.3801145230874 66.002307385302899 66.489451213710666 66.2028655156697 65.46758035735084 66.676012610963539 65.080365685632401 67.856036500235547 65.398347342179648 67.47268366067037 65.571404640755546 67.334817451578857 67.276709968843221 67.669145849085083 67.1753 73971262815 67.331194362302199 67.014032389268706 67.804585766670016 68.239148912667687 68.235940531915489 66.971112762353314 68.491205867708558 69.160562468258405 67.855626150155544 68.204393116114218 69.506607643415649 68.350927753188088 68.255906472315829 68.935370461208052 68.669564998974408 68.736512433135672 68.546823138893515 67.95550782982275 69.059912688945246 69.349078447684164 70.566347686262375 69.469076064563822 68.752679565050585 70.826265230478214 69.280829614519448 69.925378210766837 68.464568736676384 70.959870135403122 68.605573878113233 70.214169883400004 71.663820023903355 69.769280619255667 69.770101168436184 69.284774246013 271 71.927842249577466 70.802865702705887 70.082609743655397 70.056194300570155 71.106406383555779 70.474485254110576 71.02562309264367 70.129898413216424 71.731799889307752 70.175037512629189 70.413253718247859 71.69850577214261 70.56880310346402 71.902840427899108 70.425806952116275 71.398493292802243 71.76478078463262 72.169924051214508 71.804573501433666 70.935269033262941 71.981633682715554 71.620746936904069 71.091489382917871 71.680224457601867 71.14362018441679 70.983097170515663 71.740520454539165 72.277604638720277 68.960657389373381 67.517552747009162 69.77721151405467 68.545807651231243 68.68507579241691 67.604079747313548 68.65403766 9681799 69.94112330230476 68.790213438413815 67.777434979440827 68.516098208467156 69.812200865665176 68.595431160042367 67.852158556321086 68.460457693920205 68.573082672418593 69.686968526151617 68.617994807419294 67.718959306862658 68.930372770963785 68.820653044175742 69.606620286612568 67.879979638690003 68.991598613153059 69.589751395423846 67.651684088695475 69.029680908701408 69.497170534283256 67.76308289758488 68.668133687290009 68.976595751731722 69.450246166032358 68.672285602108886 67.788039064379504 68.970008020489743 68.666605423957719 69.584683909246309 68.955732696273671 67.896716645610496 68.257913407367184 69.278438067026627 67.79240390569496 8 69.633592349726428 67.718672866852373 68.174966897806328 69.219092014194956 67.843572892424447 69.641362980354245 68.704008605763676 68.693904443700305 67.320473658877063 69.253910408357626 67.311758899966321 68.335502088500149 69.350336353140591 68.29210719719471 68.532388300480505 67.328171881050423 68.154159064509358 68.963472980422566 68.06664769507882868.516734151529604 67.772711694001231 69.359425392816973 68.667545753095411 68.680043689340508 67.688246532848908 69.24682633088625 67.141646450932754 67.999522275029719 68.479934098386408 67.972579864320551 69.431225352144438 67.366961369902768 68.049153119977021 69.305660542502579 67.5230 50690749315 67.94061270728136 68.253865642512338 69.161889014438898 66.995957398315738 68.805555144573958 68.368264402396221 68.127871694806203 68.068658520750787 67.925379212590002 68.480606336051665 68.384886359546641 67.54252620427097 Operating Hours
gr/kWh
Gross Power 45 68 91 113 134 158 179 200 221 242 266 289 312 336 357 378 400 423 447 471 493 515 537 561 584 608 631 654 676 700 723 747 770 792 813 834 856 880 901 923 946 967 990 1011 1034 1058 1080 1104 1125 1147 11 71 1193 1214 1238 1262 1285 1307 1331 1355 1376 1397 1421 1442 1463 1486 1507 1528 1551 1572 1596 1617 1638 1660 1684 1707 1729 1751 1773 1795 1818 1840 1861 1883 1907 1929 1950 1972 1994 2018 2042 2063 2087 2110 2134 2158 2180 2201 2224 2247 2268 2290 2314 2335 2358 2379 2401 2422 2445 2467 2490 2514 2536 2559 2582 2606 2629 2652 2674 2696 2719 2741 2763 2787 2809 2833 2855 2879 2901 2922 2946 2970 2993 3014 3036 3060 3081 3105 3128 3150 3172 3195 3217 3241 3264 3285 3308 3330 3352 3373 3396 3417 3441 3462 3484 3508 3530 3554 3575 3597 3620 3641 3665 3687 3711 3734 3758 3781 3802 3825 3848 3872 3894 3918 3940 3964 3987 4010 4034 4057 4079 4101 4124 4146 4167 4190 4213 4234 4258 4280 4303 4324 4348 4370 4392 4413 4435 4457 4478 4499 4523 4546 4567 4589 4611 4635 4658 4679 4700 4721 4742 4766 4789 4812 4835 4857 4880 4902 4925 4949 4973 4997 5019 5040 5062 5083 5104 5125 5147 5171 5195 5216 5240 5261 5283 5307 5328 5349 5373 5395 5417 5441 5465 5486 5509 5532 5556 5577 5599 5620 3884.5261359885308 3894.2806042870939 3888.9975378848972 3842.3336023920306 3898.6532574909529 3902.2551627109251 3902 .1690661484181 3899.0525836620213 3902.2343748376175 3905.3786663718656 3860.5032067976149 3914.7394186128522 3909.6585232425882 3862.59284299970 48 3910.4747645957459 3920.2540429771384 3916.8482676364715 3870.65638359284 3919.6315312723432 3919.8081987090204 3871.5230228526507 3873.4134706453324 3875.5742007533422 3871.3778512386089 3871.4958842471165 3927.1717318767487 3927.2908705774171 3873.5407649187614 3935.31302492541 3876.3973580707402 3876.1418327022493 3938.2633903618671 3877.3029793798783 3932.6709350020524 3941.1572201520194 3943.8687389989768 3885.3723962884415 3948.191680482701 3893.3657374522495 3895.9648617403527 3946.2851839386326 3892.3939223914253 3894.8596332300358 3902.0127123601555 3898.2496772528261 3960.2848115799802 3898.597047485051 3906.198237906387 3899.39573 11225022 3963.1572963940171 3909.4261141456991 3957.0973373221236 3958.3605371928656 3960.2039512716938 3965.5917469815695 3909.4238628417866 3964.293905986046 3903.8458991177467 3902.5760336590306 3963.0233729941383 3958.3940598414142 3966.3352889930115 3958.3619444825144 3959.7740077012904 3961.0987986914333 3966.9045439131742 3913.0471578839743 3914.2125695031896 3907.3277562606231 3908.6987879494995 3907.1614691815776 3969.9910830923322 3964.7446775954763 3909.6096148230745 3969.1008002221324 3961.8384133205991 3913.0331706084712 3912.81551566498 3906.4678238978031 3912.8509474522011 3911.8350108531336 3966.8577489924023 3912.6121716367661 3905.7450349244477 3903.586 6260806433 3903.3689859202195 3910.4578924464358 3958.7237434875155 3909.7649387746505 3955.5990311437108 3898.2503063598351 3953.4255299623055 3895.9738557270721 3948.9518701102329 3897.8482524153947 3888.4674341750538 3894.2090357513193 3894.5786326098569 3886.4350808849435 3945.7886113005957 3939.6382334527416 3883.7514599288015 3886.7278052848687 3935.254149740937 3933.1961403445434 3884.7255912513729 3931.641450935484 3931.7083012098651 3874.5606924493668 3879.4657884706562 3870.8855385035499 3867.4829111622989 3872.6301748026999 3870.253028261312 3867.8501891204101 3918.6747207120156 3909.775853569864 3913.2222514276523 3850.8336905930896 384 9.0483271462317 3906.9533483115206 3844.9395521295478 3849.3479943770249 3845.3868543890535 3898.0058277650223 3839.8310341751821 3891.9389026797198 3881.4260072027614 3825.5404099462367 3831.0599563288015 3826.8533099142451 3870.1569335205713 3813.4594956337937 3812.6894436966204 3817.1866293228013 3866.526084266643 3812.43406043804 3807.5572723213372 3798.2790711666685 3849.9865056930539 3794.7162828133996 3844.5110746471901 3848.9784517123644 3790.4891243136535 3840.2027590662228 3786.441257149706 3829.7427902097284 3827.8864518624569 3825.5584459079691 3771.5619430585048 3773.9649600619805 3773.5309317785686 3762.6170842180286 3768.3502526208108 3760 .2972935255716 3755.5358375822007 3753.7048380651604 3807.9481480174836 3801.3664594305365 3752.3735943429665 3748.5817741755945 3802.5464426281947 3740.2773315425643 3739.5106151465279 3736.215067144607 3787.0473950573714 3783.7251884813941 3735.0396854755295 3729.7593154755009 3780.4900100277941 3778.7335293187134 3722.4966166539625 3721.8626158489383 3777.1730655467331 3777.0341145018833 3773.2262997960866 3712.6094680241285 3710.4693157708871 3765.6541405221478 3757.8798536193522 3763.4865727878855 3710.68859089441 3760.8181651720233 3760.8218229887757 3709.6807883467222 3759.8132573831376 3752.1336252829456 3701.1778006113163 3755.75563610776 3749.742149546712 37 47.7132760102863 3696.8953218855572 3699.3553374121334 3751.6451464367592 3745.6661815495104 3753.0709328717344 3700.5973859162991 3694.2386239713483 3754.1784726711812 3755.9345242024665 3700.247512783742 3750.4972143534369 3694.1953402155273 3745.9430686866112 3752.3092866887087 3696.7436933058084 3740.8893297048689 3696.866443449147 3698.2559912898569 3700.1090415794429 3747.9563070299168 3693.0184077012518 3749.3782876282903 3741.9987495510773 3694.3063585626628 3694.1760821317339 3686.9131703328089 3745.3463972576178 3737.9990890847348 3688.7902515212818 3685.5150039634682 3676.7846573325132 3729.07902742844 3685.3818019175628 3679.3200528969805 368 1.4046490012802 3735.336571620694 3691.5300852252094 3737.3649418558675 3734.6234370600218 3731.3791059498394 3739.1872063869 3677.9948436419204 3737.6291190024231 3732.0532199344389 3683.0199041204419 3736.6445293213937 3738.8122074600537 3729.4452995296351 3683.7738082158221 3735.7379704761556 3681.2228994365705 3678.0940369090358 3680.3705787012018 3679.3544621581568 3678.3817667233757 3669.8012057151386 3672.1028817150791 3724.4560249890187 % Balls 45 68 91 113 134 158 179 200 221 242 266 289 312 336 357 378 400 423 447 471 493 515 537 561 584 608 631 654 676 700 723 747 770 792 813 834 856 880 901 923 946 967 990 1011 1034 1058 1080 1104 1125 1147 1171 1193 1214 1238 1262 1285 1307 1331 1355 1376 1397 1421 1442 1463 1486 1507 1528 1551 1572 1596 1617 1638 1660 1684 1707 1729 1751 1773 1795 1818 1840 1861 1883 1907 1929 1950 1972 1994 2018 2042 2063 2087 2110 2134 2158 2180 2201 2224 2247 2268 2290 2314 2335 2358 2379 2401 2422 2445 2467 2490 2514 2536 2559 2582 2606 2629 2652 2674 2696 2719 2741 2763 2787 2809 2833 2855 2879 2901 2922 2946 2970 2993 3014 3036 3060 3081 3105 3128 3150 3172 3195 3217 3241 3264 3285 3308 3330 3352 3373 3396 3417 3441 3462 3484 3508 3530 3554 3575 3597 3620 3641 3665 3687 3711 3734 3758 3781 3802 3825 3848 3872 3894 3918 3940 3964 3987 4010 4034 4057 4079 4101 4124 4146 4167 4190 4213 4234 4258 4280 4303 4324 4348 4370 4392 4413 4435 4457 4478 4499 4523 4546 4567 4589 4611 4635 4658 4679 4700 4721 4742 4766 4789 4812 4835 4857 4880 4902 4925 4949 4973 4997 5019 5040 5062 5083 5104 5125 5147 5171 5195 5216 5240 5261 5283 5307 5328 5349 5373 5395 5417 5441 5465 5486 5509 5532 5556 5577 5599 5620 35. 975609332685018 36.058958207529116 36.085455408972088 36.112459713042149 36.16701914525823 36.256853018960797 36.254696910532211 36.336623936658611 36.417350668000608 36.497738560349759 36.577776202900608 36.574237521590078 36.608162880530486 36.632636652267756 36.629356843240224 36.717569351638353 36.796368324548254 36.847126336416153 36.870169219219164 36.87487197425150536.870450564956116 36.921517243709964 36.980205448327453 37.038512651876395 37.041752754396065 37.072875442178741 37.076111696922297 37.098055573887308 37.119612046570623 37.177250859978663 37.170140633863248 37.200322900978421 37.202492369370617 37.223376797574 666 37.280141667680041 37.355534544752054 37.430358549181527 37.476973496094516 37.477261706838576 37.552076428895703 37.606395158620273 37.633168281861266 37.705443545309421 37.728510822478441 37.805745733925832 37.825272617610125 37.816085699786115 37.852619099097964 37.839904167148383 37.909976680789264 37.949500305588714 37.922152419088675 37.959766434465578 38.014941547864716 37.982390418574845 37.949432371668571 37.943713129053172 37.973775069167765 37.935371959970169 37.906009902383062 37.960766774960469 38.00462426443957 37.959808426785358 38.002042505862327 38.041848403110237 38.021683900063358 38.059438592569812 38.095111974974913 38.0 79926012881721 38.122074798491056 38.074827564818762 38.114755997961211 38.152325846316756 38.150187418341538 38.087809909399134 38.064149129411909 38.059011309882088 38.052365040466789 38.053591561436953 38.053446640283596 38.022485896698569 38.020280303420137 38.046160249766686 38.031517128472821 37.965920827944117 37.959333083013128 37.980688758078017 37.970610715944154 37.959730316259268 37.877739919455387 37.805764449614806 37.813697232317665 37.738289848571362 37.683273045087638 37.606663438241704 37.519217967008785 37.501470768010698 37.512100578395746 37.460774706184345 37.409276262164802 37.417469078567059 37.384150407163915 37.2888208 69269856 37.294883763091931 37.237872563249027 37.232698506384118 37.195025348107784 37.196863866984359 37.126258428494211 37.086786923391372 37.025009673843805 36.932181304378126 36.900326578211718 36.836289010634403 36.771968835703312 36.676316463624929 36.61120672510603 36.535150535257337 36.489839880142817 36.443511534464669 36.375175858930554 36.337661440619243 36.289687928048572 36.189245490153269 36.150951070308466 36.049926430013038 36.001526559227329 35.900091521994433 35.851530378413642 35.83353489573107 35.731233638772203 35.629825546249194 35.559269719187711 35.540894522568728 35.499613374930462 35.396610444463015 35.3 87440015559591 35.273455089178654 35.202331224383819 35.16154128389821 35.120119644190908 35.037598464148019 34.996770256034999 34.882998779320502 34.801743513621112 34.792238223203093 34.709557699471617 34.668943744673342 34.618199475943499 34.599160933470628 34.516664781627853 34.507187936098539 34.403698883927412 34.394622063504769 34.353502429196652 34.251094006630233 34.211932445491492 34.11036375295285 34.102738705095589 34.053667455566071 33.974062541485473 33.998185717002031 33.92834261541249 33.912335705217586 33.843756440400846 33.807163102241788 33.739531038951512 33.693664066209386 33.710443992908317 33.67400181261759 33.638559055007427 33.562054784791648 33.549179066346838 33.483752834533504 33.480989769910252 33.405490138959316 33.362648502296501 33.319869538496533 33.256589840974236 33.224760486423122 33.214263591838453 33.203841295698751 33.162335865863632 33.162406913804908 33.183944950518288 33.142830795295716 33.112913126297343 33.135679940551455 33.064351829130942 33.066629857121775 33.027484836453887 33.051608442067455 32.981729472525274 32.985300068340734 32.988099508420412 33.012669588992807 33.005898794317645 32.999708144030357 33.033967171407049 33.067802376679197 32.999086291804062 32.963303187181467 32.998864166741008 32.993420212138503 32.998042281751275 32.931044798774536 32.896624016934027 32.933422928961015 32.960371870606977 32.99639098918572 33.032168064179153 32.975935042838699 32.941895359263015 32.917815951655008 32.883907754017613 32.8813927087011 32.857590933567444 32.865025242665816 32.84156467155826 32.777807498469933 32.715183559428148 32.663421803849261 32.672975703024917 32.712642517037295 32.711778235868351 32.751660161987353 32.791032960706929 32.830407507321787 32.829512833021589 32.777529030341981 32.716256051581603 32.748400383807017 32.686482677472604 32.71904933934551 32.728965749769692 32.667660621231953 32.700532945672265 32.741330662661674 32.67985902038901 32.68200317151522 32.683505269054983 32.633531688887473 32. 574301326382233 32.617372726469767 32.598132171979742 32.579737949191234 32.531068228685591 32.574556003180419 32.586379646803401 Operating Hours
kW
Total Consumption Rate 45 68 91 113 134 158 179 200 221 242 266 289 312 336 357 378 400 423 447 471 493 515 537 561 584 608 631 654 676 700 723 747 770 792 813 834 856 880 901 923 946 967 990 1011 1034 1058 1080 110 4 1125 1147 1171 1193 1214 1238 1262 1285 1307 1331 1355 1376 1397 1421 1442 1463 1486 1507 1528 1551 1572 1596 1617 1638 1660 1684 1707 1729 1751 1773 1795 1818 1840 1861 1883 1907 1929 1950 1972 1994 2018 2042 2063 2087 2110 2134 2158 2180 2201 2224 2247 2268 2290 2314 2335 2358 2379 2401 2422 2445 2467 2490 2514 2536 2559 2582 2606 2629 2652 2674 2696 2719 2741 2763 2787 2809 2833 2855 2879 2901 2922 2946 2970 2993 3014 3036 3060 3081 3105 3128 3150 3172 3195 3217 3241 3264 3285 3308 3330 3352 3373 3396 3417 3441 3462 3484 3508 3530 3554 3575 3597 3620 3641 3665 3687 3711 3734 3758 3781 3802 3825 3848 3872 3894 3918 3940 3964 3987 4010 4034 4057 4079 4101 4124 4146 4167 4190 4213 4234 4258 4280 4303 4324 4348 4370 4392 4413 4435 4457 4478 4499 4523 4546 4567 4589 4611 4635 4658 4679 4700 4721 4742 4766 4789 4812 4835 4857 4880 4902 4925 4949 4973 4997 5019 5040 5062 5083 5104 5125 5147 5171 5195 5216 5240 5261 5283 5307 5328 5349 5373 5395 5417 5441 5465 5486 5509 5532 5556 5577 5599 5620 60.88278693947484 60.401574858871079 60.439396043233131 61.41074910283502 60.044178346633089 60.153572222621598 60.742891152754815 60.905814028461918 60.88841320517551 60.872710753293667 60.920566360596126 59.442246747379542 60.3395 58200725456 60.865821429631453 60.016705125519906 60.759119508150697 60.586649876758834 61.072962783503336 59.318043200894714 60.072072839998839 61.267684078936064 60.539977256601844 60.541088594726496 60.180217017209486 60.35176940039706 59.325546730555324 60.287171269602268 61.157655684207825 59.682296273047434 60.970297019294783 60.361732323854149 59.246521490629846 61.157109503997141 59.801202708820327 60.757950936094694 60.769767921730384 61.455629050195782 59.252436207377201 61.558931985185765 60.587288530311021 59.58187826299752 61.816690778437888 60.691321506031407 61.192079825857689 60.946621681141302 59.849281397834559 62.164236539517141 60.971586 926325926 61.91556511050451 60.883997803105807 62.138036588366447 61.148377310137398 62.391502560704545 61.768424896449673 61.717861763011292 62.963017621693865 61.712966554597394 63.14745996326306 62.414886502098774 62.357302914250539 63.453220972702901 62.678169609349624 63.606106681853902 63.811248895122077 63.378685710413507 63.888656213412283 64.965601273790881 63.706406802150134 64.444985569056755 63.804621551316089 64.658858226755058 63.856283235127655 64.58620829182955 65.047843930407709 63.549719046243041 64.902072798170607 65.848273755250503 65.138385467635658 65.368732812169966 65.096149394513134 65.465860461654074 65.001568930988043 66.5801922314231 97 65.3801145230874 66.002307385302899 66.489451213710666 66.2028655156697 65.46758035735084 66.676012610963539 65.080365685632401 67.856036500235547 65.398347342179648 67.47268366067037 65.571404640755546 67.334817451578857 67.276709968843221 67.669145849085083 67.175373971262815 67.331194362302199 67.014032389268706 67.804585766670016 68.239148912667687 68.235940531915489 66.971112762353314 68.491205867708558 69.160562468258405 67.855626150155544 68.204393116114218 69.506607643415649 68.350927753188088 68.255906472315829 68.935370461208052 68.669564998974408 68.736512433135672 68.546823138893515 67.95550782982275 69.059912688945246 69.3490784476841 64 70.566347686262375 69.469076064563822 68.752679565050585 70.826265230478214 69.280829614519448 69.925378210766837 68.464568736676384 70.959870135403122 68.605573878113233 70.214169883400004 71.663820023903355 69.76928061925566769.770101168436184 69.284774246013271 71.927842249577466 70.802865702705887 70.082609743655397 70.056194300570155 71.106406383555779 70.474485254110576 71.02562309264367 70.129898413216424 71.731799889307752 70.175037512629189 70.413253718247859 71.69850577214261 70.56880310346402 71.902840427899108 70.425806952116275 71.398493292802243 71.76478078463262 72.169924051214508 71.804573501433666 70.935269033262941 71.981633682715554 71.620746936904069 71.091489382917871 71.680224457601867 71.14362018441679 70.983097170515663 71.740520454539165 72.277604638720277 68.960657389373381 67.517552747009162 69.77721151405467 68.545807651231243 68.68507579241691 67.604079747313548 68.654037669681799 69.94112330230476 68.790213438413815 67.777434979440827 68.516098208467156 69.812200865665176 68.595431160042367 67.852158556321086 68.460457693920205 68.573082672418593 69.686968526151617 68.617994807419294 67.718959306862658 68.930372770963785 68.820653044175742 69.606620286612568 67.879979638690003 68.991598613153059 69.589751395423846 67.651684088695475 69.029680908701408 69.497170534283256 67.76308 289758488 68.668133687290009 68.976595751731722 69.450246166032358 68.672285602108886 67.788039064379504 68.970008020489743 68.666605423957719 69.584683909246309 68.955732696273671 67.896716645610496 68.257913407367184 69.278438067026627 67.792403905694968 69.633592349726428 67.718672866852373 68.174966897806328 69.219092014194956 67.843572892424447 69.641362980354245 68.704008605763676 68.693904443700305 67.320473658877063 69.253910408357626 67.311758899966321 68.335502088500149 69.350336353140591 68.29210719719471 68.532388300480505 67.328171881050423 68.154159064509358 68.963472980422566 68.066647695078828 68.516734151529604 67.772711694001231 69.359425392816973 68.667545753095411 68.680043689340508 67.688246532848908 69.24682633088625 67.141646450932754 67.999522275029719 68.479934098386408 67.972579864320551 69.431225352144438 67.366961369902768 68.049153119977021 69.305660542502579 67.523050690749315 67.94061270728136 68.253865642512338 69.161889014438898 66.995957398315738 68.805555144573958 68.368264402396221 68.127871694806203 68.068658520750787 67.925379212590002 68.480606336051665 68.384886359546641 67.54252620427097 Ball Breakage Rate 45 68 91 113 134 158 179 200 221 242 266 289 312 336 357 378 400 423 447 471 493 515 537 561 584 608 631 654 676 700 723 747 770 792 813 834 856 880 901 923 946 967 990 1011 1034 1058 1080 1104 1125 1147 1171 1193 1214 1238 1262 1285 1307 1331 1355 1376 1397 1421 1442 1463 1486 1507 1528 1551 1572 1596 1617 1638 1660 1684 1707 1729 1751 1773 1795 1818 1840 1861 1883 1907 1929 1950 1972 1994 2018 2042 2063 2087 2110 2134 2158 2180 2201 2224 2247 2268 2290 2314 2335 2358 2379 2401 2422 2445 2467 2490 2514 2536 2559 2582 2606 2629 2652 2674 2696 2719 2741 2763 2787 2809 2833 2855 2879 2901 2922 2946 2970 2993 3014 3036 3060 3081 3105 3128 3150 3172 3195 3217 3241 3264 3285 3308 3330 3352 3373 3396 3417 3441 3462 3484 3508 3530 3554 3575 3597 3620 3641 3665 3687 3711 3734 3758 3781 3802 3825 3848 3872 3894 3918 3940 3964 3987 4010 4034 4057 4079 4101 4124 4146 4167 4190 4213 4234 4258 4280 4303 4324 4348 4370 4392 4413 4435 4457 4478 4499 4523 4546 4567 4589 4611 4635 4658 4679 4700 4721 4742 4766 4789 4812 4835 4857 4880 4902 4925 4949 4973 4997 5019 5040 5062 5083 5104 5125 5147 5171 5195 5216 5240 5261 5283 5307 5328 5349 5373 53 95 5417 5441 5465 5486 5509 5532 5556 5577 5599 5620 2.0829323508712645 2.0800496883947623 2.0851470709014537 2.0772466617558636 2.0933241643739406 2.0898796190600071 2.0971284542603876 2.1055410734712705 2.1101941001718507 2.1145146918699957 2.0974974229830425 2.1076338461796582 2.1104196468926286 2.0946781247526296 2.1138858499766506 2.1140374300608396 2.1181499238040229 2.1039504579817998 2.1133819985996949 2.1099013859806197 2.100024092840207 2.1021143914940139 2.1038658633174645 2.103298955631459 2.1033667228146307 2.1090192686559921 2.1082629292369708 2.098145749134777 2.1062821189606122 2.0958827699256752 2.0962652773513244 2.0985981046485582 2.0924400099132288 2.1040903260720709 2.1044044687173056 2.107521802698991 2.1020262852897806 2.1034065554085739 2.0988488207831271 2.0995898815631291 2.110268962034151 2.1042761104170498 2.1008733354386204 2.1002416511334503 2.0990662209271331 2.0978941797890833 2.0909198174373502 2.0799345941646603 2.0853293649564417 2.087857441063143 2.0694296497008691 2.0803347460035524 2.0795980395624203 2.0691740530638714 2.0571844979803906 2.0429984951477413 2.0497593758590171 2.0346037112670858 2.0273367963524689 2.0343614312384082 2.0366503780143796 2.0231710052069292 2.0273518496857417 2.0264519636231877 2.0193267537708341 2.0162723692187465 2.006735479952658 2.0005943022257573 2.0047923124638451 1.9955165249602771 1.9971784091790041 2.002424 655192137 2.0016220051609728 1.9837257163958393 1.9850827688050929 1.9860133427063422 1.9717641382284856 1.9702460326702131 1.9718426729681477 1.9640680897768206 1.9632520055709037 1.9733791916451227 1.9621434744182129 1.9582795705960929 1.9584693461655989 1.9606558629657866 1.9560345375280292 1.9668083437596753 1.9474941462766198 1.9539794755655713 1.9488843383876207 1.9508314760735421 1.940028640001477 1.9436841352455509 1.9273477708681266 1.9331499763928817 1.9343410645378094 1.9320296390277119 1.9341884085292145 1.9444560828355621 1.9475787534418705 1.9339840376498005 1.9370589753395833 1.9466905671033361 1.9513428117237781 1.9403303298151424 1.956934455552983 7 1.954093711088831 1.9476031208644791 1.9436358954785353 1.94361517939285 1.9473672405417537 1.943707541122361 1.9440111742366433 1.9414550027576605 1.9511650734862973 1.9542832260889806 1.9544964415625661 1.9521104123352322 1.9528086584401485 1.9622745958396746 1.9597509753798172 1.9542700906631434 1.9594642527997095 1.9655400414450255 1.9616438841720543 1.9681852672347833 1.976169054466552 1.9744023191837063 1.9686177242439433 1.9682202572204064 1.9828204561894991 1.9819414469424101 1.9859172708481634 1.980865251129611 1.9985669846782679 1.986375001263166 1.9896589524655106 1.998395178242157 2.0116269917991456 2.0034519249856078 2.0177450885694408 2.0116407368851656 2.0055780085377002 2.0233816525398507 2.014482417015762 2.032342866467757 2.0360949786937059 2.0432966593217432 2.0342099502079622 2.0397325758201057 2.0367621854331373 2.0495118385354285 2.0495731155257291 2.0505991395287526 2.0566587676900867 2.0544256125803604 2.0693719070626484 2.0751244019032828 2.0630243166428501 2.0698866373791334 2.0726437235498008 2.0695816095087665 2.0649395922181224 2.0653710240587375 2.0705880810556758 2.0703730174603785 2.0641662030345547 2.0659102900552684 2.07472664785052 2.0703637890755031 2.0653769721405841 2.0617783086165788 2.0720042326830259 2.0671335708800198 2.0680564284729597 2.0627011887730569 2.0606899266637542 2.0682705950821227 2.0 751756927301281 2.0745537535204437 2.0650072242214179 2.0785509878835233 2.0841816718143678 2.0732285947642071 2.0830875323280891 2.0928747869750626 2.0782980181792041 2.0890719107475153 2.0909741114525149 2.0976136403161503 2.0829001596031036 2.0846982372068243 2.0964598623461002 2.1049625405450034 2.1022153641697781 2.0948132269880753 2.104113242586156 2.1139886699790624 2.1067220924432375 2.0974167735583338 2.113062957248526 2.1072100281609778 2.1182141186652119 2.1084102286947601 2.0990871585247199 2.1182100221368927 2.1088646134068068 2.113044474827706 2.116645043276145 2.1223000401887555 2.1118694031174639 2.1166729483406752 2.1180690094516228 2.1074519821499114 2.1059589843018816 2.1120448694354415 2.1157946285548856 2.1139458760453738 2.097853523923304 2.0956858634216853 2.1036438986456441 2.1185094552169463 2.1061114454076311 2.1152728050646892 2.1193691216561197 2.1322384663135154 2.1186885591444367 2.1257092489878375 2.1209821225601209 2.1273268399620462 2.1166116256860237 2.1174929270755194 2.123912847258469 2.1208350752975251 2.1147849638011329 2.1280789787190049 2.1203349656581292 2.1266130709755844 2.1148371612594361 2.1188444118175651 2.1055842897925263 2.11335782589638032.1107359024771841 2.1101790519290828 2.1062825984089133 2.1172907719667595 2.1181504373848878 2.1323839868898657 Operating Hours
gr/kWh
Data_File
Moly-Cop Tools TM (Version 3.0) Application to Ball Mills
DYNAMIC EVOLUTION OF BALL CHARGE COMPOSITION
AS A RESULT OF VARIABLE BALL RECHARGES AND OPERATING CONDITIONS.
Remarks Base Case: Unnoticed Change of Ball Quality (15% worse) after 1000 hrs.
Eff. Mill Diameter, ft 18.50 Liner Design : Default Position at Balls Release, wrt Vertical 45.0
Jaime Sepulveda: This angle - measured with respect to the vertical direction - determines the top position at which the balls in the outer trajectory start to fall down onto the charge. (°)
Eff. Mill Length, ft 22.00 Number of Lifter Bars 19.0 19 Position at Balls Impact, wrt Vertical 45.0
Jaime Sepulveda: This angle - measured with respect to the vertical direction - determines the lower position at which the balls in the outer trajectory would impact the shell liners. (°)
Intersticial Filling, % 100.00 Lifters Spacing, L0 36.71 inches
Power Losses, % 7.00 , L1 33.01 inches Nominal DBT Performance
, L2 34.71 inches Total # of Balls # of Broken Events/
Mill Volume, m3 167.79 Lifter Height, inches 4.00 # of Cycles in Tube Balls Impact
Ore Density, ton/m3 2.80 Lifter Width, wL 2.00
Jaime Sepulveda: See attached diagram. inches 10,000 24 3 1.250E-05
Balls Density, ton/m3 7.75
Jaime E. Sepúlveda J.: Same density value for all types of grinding media. Lifter Face Angle, (°)
Forward, f1F 12.00
Jaime Sepulveda: See attached diagram. (°) Resilience Gain Constant, g : 4.0
Jaime Sepulveda: This constant (g) is used to recognize the fact that the breakage probability of any given ball is being proven to be lower and lower as such ball wears down in the charge, simply because it has not been broken yet.
The correction factor to be applied to DBTstd (Cell S14) has the form: (d/dR)^g.
Jaime E. Sepúlveda J.: Same density value for all types of grinding media. Backward, f1B 12.00
Jaime Sepulveda: See attached diagram. (°) Default Value : 4.0
Load Angle, f2 60.00
Jaime Sepulveda: See attached diagram. (°)
hx 17.85 inches
Lifting Cavity Filling, m3/lifter 0.0526
Lifting Cavity Filling, % 9.0
Voids Fraction in Lifting Cavity, % 35.0
From last row (period) below:
21.0 5620.0 10931.0 520.5 71.00 1.840 254.24 0.00 40.23 54.68 5.386 32.59 32.59 72.00 78213.58 7.16 3724.5 3463.7 2990.5 0.0 473.3 33.0 76.0 12.0 5.617 513.8 71.8 267.5 0.300 5000.000 10.500 1.081 1.486 1.000 5.283 483.3 67.5 251.6 Lifting Capacity
Equiv. Balls & Just Cushioning Consumption by Breakage
Ore Total Mill Energy Specific Make-up Scrap Balls Wear Rate Constants Relative Balls Lifters/ DBT Rocks Balls Factor tons/
Date Operating Hours Processed Feedrate, Mill Slurry Dens. Charge Weight, tons Charge Vol., App. Dens. Charge Balls Speed Consumption Energy Mill Power, kW Lift Size, Size, Recharge Bond's F80 Slurry Benavente's Benavente's Breakage Consumption rpm min Heigth m3/hr m3/hr period gr/ton gr/kWh Kg/hr
Period Cumm tons ton/hr % Solids ton/m3 Balls Rocks Slurry m3 ton/m3 Filling,% Filling,% % Critical kWh kWh/ton Gross Total Net Total Balls Rocks Slurry Angle, (°) mm mm tons gr/ton gr/kWh(gross) Kg/hr AI mm pH Wear Factor kdB Resistance tons gr/ton gr/kWh(gross) Kg/hr
1 24.0 24.0 10842.0 451.8 71.0 1.840 280.87
Jaime Sepulveda: May be determined by Goal Seeking Cell P31 to a known initial value. 0.00 44.45 60.40 5.386 36.00 36.00 72.0 93252.55 8.60 3885.5 3613.5 3119.8 0.0 493.7 33.0
Jaime E. Sepúlveda J.: Represents the so-called Dynamic Angle of Repose (or Lift Angle) adopted during steady operation by the top surface of the mill charge ("the kidney") with respect to the horizontal. See Mill Power_Ball Mills for further details.
Jaime Sepulveda: May be determined by Goal Seeking Cell P31 to a known initial value.
Jaime Sepulveda: This angle - measured with respect to the vertical direction - determines the top position at which the balls in the outer trajectory start to fall down onto the charge.
Jaime Sepulveda: This angle - measured with respect to the vertical direction - determines the lower position at which the balls in the outer trajectory would impact the shell liners.
Jaime Sepulveda: See attached diagram.
Jaime Sepulveda: See attached diagram.
Jaime Sepulveda: See attached diagram.
Jaime Sepulveda: See attached diagram. 76.0 12.0 5.617 518.1 60.2 234.0 0.300 5000 10.5 1.081 1.292 1.000 5.807 535.6 62.3 242.0 12.82 244 4.73 769 769 1.000 0.19 17.8 2.1 8.1
2 21.0 45.0 11082.0 527.7 71.0 1.840 280.68 0.00 44.42 60.36 5.386 35.98 35.98 72.0 81575.05 7.36 3884.5 3612.6 3119.0 0.0 493.6 33.0 76.0 12.0 5.617 506.8 68.9 267.5 0.300 5000 10.5 1.081 1.292 1.000 4.967 448.2 60.9 236.5 12.82 244 4.73 769 769 1.000 0.17 15.3 2.1 8.1
3 23.0 68.0 11085.0 482.0 72.0 1.862 281.33 0.00 45.05 60.50 5.395 36.06 36.06 72.0 89568.45 8.08 3894.3 3621.7 3121.7 0.0 499.9 33.0 76.0 12.0 5.617 506.7 62.7 244.2 0.300 5000 10.5 1.081 1.292 1.000 5.410 488.1 60.4 235.2 12.82 244 4.73 769 769 1.000 0.19 16.8 2.1 8.1
4 23.0 91.0 11981.0 520.9 71.0 1.840 281.54 0.00 44.55 60.55 5.386 36.09 36.09 72.0 89446.94 7.47 3889.0 3616.8 3122.6 0.0 494.2 33.0 76.0 12.0 5.617 468.8 62.8 244.2 0.300 5000 10.5 1.081 1.292 1.000 5.406 451.2 60.4 235.0 12.82 244 4.73 769 769 1.000 0.19 15.6 2.1 8.1
5 22.0 113.0 11151.0 506.9 72.0 1.862 281.75 0.00 45.12 60.59 5.395 36.11 36.11 71.0 84531.34 7.58 3842.3 3573.4 3080.1 0.0 493.3 33.0 76.0 12.0 5.617 503.7 66.4 255.3 0.300 5000 10.5 1.081 1.292 1.000 5.191 465.5 61.4 236.0 12.64 240 4.71 758 758 1.000 0.18 15.7 2.1 8.0
6 21.0 134.0 11794.0 561.6 72.0 1.862 282.18 0.00 45.19 60.68 5.395 36.17 36.17 72.0 81871.72 6.94 3898.7 3625.7 3125.2 0.0 500.5 33.0 76.0 12.0 5.617 476.2 68.6 267.5 0.300 5000 10.5 1.081 1.292 1.000 4.916 416.8 60.0 234.1 12.82 244 4.73 769 769 1.000 0.17 14.5 2.1 8.2
7 24.0 158.0 10502.0 437.6 72.0 1.862 282.88 0.00 45.30 60.83 5.395 36.26 36.26 72.0 93654.12 8.92 3902.3 3629.1 3128.1 0.0 501.0 33.0 76.0 12.0 5.617 534.8 60.0 234.0 0.300 5000 10.5 1.081 1.292 1.000 5.634 536.4 60.2 234.7 12.82 244 4.73 769 769 1.000 0.20 18.6 2.1 8.2
8 21.0 179.0 11921.0 567.7 72.0 1.862 282.86 0.00 45.30 60.83 5.395 36.25 36.25 72.0 81945.55 6.87 3902.2 3629.0 3128.1 0.0 500.9 33.0 76.0 12.0 5.617 471.2 68.5 267.5 0.300 5000 10.5 1.081 1.292 1.000 4.978 417.5 60.7 237.0 12.82 244 4.73 769 769 1.000 0.17 14.4 2.1 8.2
9 21.0 200.0 10552.0 502.5 71.0 1.840 283.50 0.00 44.86 60.97 5.386 36.34 36.34 72.0 81880.10 7.76 3899.1 3626.1 3130.7 0.0 495.4 33.0 76.0 12.0 5.617 532.3 68.6 267.5 0.300 5000 10.5 1.081 1.292 1.000 4.987 472.6 60.9 237.5 12.82 244 4.73 769 769 1.000 0.17 16.3 2.1 8.2
10 21.0 221.0 10945.0 521.2 71.0 1.840 284.13 0.00 44.96 61.10 5.386 36.42 36.42 72.0 81946.92 7.49 3902.2 3629.1 3133.2 0.0 495.8 33.0 76.0 12.0 5.617 513.2 68.5 267.5 0.300 5000 10.5 1.081 1.292 1.000 4.990 455.9 60.9 237.6 12.82 244 4.73 769 769 1.000 0.17 15.8 2.1 8.2
11 21.0 242.0 10532.0 501.5 71.0 1.840 284.76 0.00 45.06 61.24 5.386 36.50 36.50 72.0 82012.95 7.79 3905.4 3632.0 3135.8 0.0 496.2 33.0 76.0 12.0 5.617 533.3 68.5 267.5 0.300 5000 10.5 1.081 1.292 1.000 4.992 474.0 60.9 237.7 12.82 244 4.73 769 769 1.000 0.17 16.5 2.1 8.3
12 24.0 266.0 11867.0 494.5 72.0 1.862 285.38 0.00 45.70 61.37 5.395 36.58 36.58 71.0 92652.08 7.81 3860.5 3590.3 3094.7 0.0 495.6 33.0 76.0 12.0 5.617 473.3 60.6 234.0 0.300 5000 10.5 1.081 1.292 1.000 5.644 475.6 60.9 235.2 12.64 2404.71 758 758 1.000 0.19 16.4 2.1 8.1
13 23.0 289.0 11708.0 509.0 72.0 1.862 285.35 0.00 45.70 61.37 5.395 36.57 36.57 72.0 90039.01 7.69 3914.7 3640.7 3138.1 0.0 502.6 33.0 76.0 12.0 5.617 479.7 62.4 244.2 0.300 5000 10.5 1.081 1.292 1.000 5.352 457.1 59.4 232.7 12.82 244 4.73 769 769 1.000 0.19 16.2 2.1 8.3
14 23.0 312.0 11268.0 489.9 71.0 1.840 285.62 0.00 45.20 61.42 5.386 36.61 36.61 72.0 89922.15 7.98 3909.7 3636.0 3139.2 0.0 496.8 33.0 76.0 12.0 5.617 498.5 62.5 244.2 0.300 5000 10.5 1.081 1.292 1.000 5.426 481.5 60.3 235.9 12.82 244 4.73 769 769 1.000 0.19 16.8 2.1 8.3
15 24.0 336.0 11485.0 478.5 72.0 1.862 285.81 0.00 45.77 61.46 5.395 36.63 36.63 71.0 92702.23 8.07 3862.6 3592.2 3096.3 0.0 495.9 33.0 76.0 12.0 5.617 489.1 60.6 234.0 0.300 5000 10.5 1.081 1.292 1.000 5.642 491.3 60.9 235.1 12.64 240 4.71 758 758 1.000 0.19 16.9 2.1 8.1
16 21.0 357.0 11236.0 535.0 71.0 1.840 285.78 0.00 45.23 61.46 5.386 36.63 36.63 72.0 82119.97 7.31 3910.5 3636.7 3139.9 0.0 496.9 33.0 76.0 12.0 5.617 499.9 68.4 267.5 0.300 5000 10.5 1.081 1.292 1.000 4.929 438.6 60.0 234.7 12.82 244 4.73 769 769 1.000 0.17 15.4 2.1 8.3
17 21.0 378.0 10547.0 502.2 72.0 1.862 286.47 0.00 45.88 61.61 5.395 36.72 36.72 72.0 82325.33 7.81 3920.3 3645.8 3142.6 0.0 503.3 33.0 76.0 12.0 5.617 532.6 68.2 267.5 0.300 5000 10.5 1.081 1.292 1.000 5.002 474.3 60.8 238.2 12.82 244 4.73 769 769 1.000 0.17 16.5 2.1 8.3
18 22.0 400.0 11118.0 505.4 71.0 1.840 287.09 0.00 45.43 61.74 5.386 36.80 36.80 72.0 86170.66 7.75 3916.8 3642.7 3145.0 0.0 497.7 33.0 76.0 12.0 5.617 505.2 65.2 255.3 0.300 5000 10.5 1.081 1.292 1.000 5.221 469.6 60.6 237.3 12.82 244 4.73 769 769 1.000 0.18 16.4 2.1 8.3
19 23.0 423.0 10982.0 477.5 72.0 1.862 287.48 0.00 46.04 61.82 5.395 36.85 36.85 71.0 89025.10 8.11 3870.7 3599.7 3102.8 0.0 496.9 33.0 76.0 12.0 5.617 511.5 63.1 244.2 0.300 5000 10.5 1.081 1.292 1.000 5.437 495.1 61.1 236.4 12.64 240 4.71 758 758 1.000 0.19 17.1 2.1 8.1
20 24.0 447.0 11857.0 494.0 71.0 1.840 287.66 0.00 45.52 61.86 5.386 36.87 36.87 72.0 94071.16 7.93 3919.6 3645.3 3147.2 0.0 498.1 33.0 76.0 12.0 5.617 473.7 59.7 234.0 0.300 5000 10.5 1.081 1.292 1.000 5.580 470.6 59.3 232.5 12.82 244 4.73 769 769 1.000 0.20 16.8 2.1 8.3
21 24.0 471.0 11085.0 461.9 71.0 1.840 287.70 0.00 45.53 61.87 5.386 36.87 36.87 72.0 94075.40 8.49 3919.8 3645.4 3147.3 0.0 498.1 33.0 76.0 12.0 5.617 506.7 59.7 234.0 0.300 5000 10.5 1.081 1.292 1.000 5.651 509.8 60.1 235.5 12.82 244 4.73 769 769 1.000 0.20 17.9 2.1 8.3
22 22.0 493.0 10570.0 480.5 72.0 1.862 287.66 0.00 46.07 61.86 5.395 36.87 36.87 71.0 85173.51 8.06 3871.5 3600.5 3103.5 0.0 497.0 33.0 76.0 12.0 5.617 531.4 65.9 255.3 0.300 5000 10.5 1.081 1.292 1.000 5.218 493.7 61.3 237.2 12.64 240 4.71 758 758 1.000 0.18 16.9 2.1 8.1
23 22.0 515.0 11126.0 505.7 72.0 1.862 288.06 0.00 46.13 61.95 5.395 36.92 36.92 71.0 85215.10 7.66 3873.4 3602.3 3105.0 0.0 497.3 33.0 76.0 12.0 5.617 504.8 65.9 255.3 0.300 5000 10.5 1.081 1.292 1.000 5.159 463.7 60.5 234.5 12.64 240 4.71 758 758 1.000 0.18 16.1 2.1 8.1
24 22.0 537.0 11163.0 507.4 72.0 1.862 288.52 0.00 46.21 62.05 5.395 36.98 36.98 71.0 85262.63 7.64 3875.6 3604.3 3106.7 0.0 497.5 33.0 76.0 12.0 5.617 503.2 65.9 255.3 0.300 5000 10.5 1.081 1.292 1.000 5.162 462.4 60.5 234.6 12.64 240 4.71 758 758 1.000 0.18 16.1 2.1 8.2
25 24.0 561.0 11758.0 489.9 71.0 1.840 288.98 0.00 45.73 62.15 5.386 37.04 37.04 71.0 92913.07 7.90 3871.4 3600.4 3108.5 0.0 491.9 33.0 76.0 12.0 5.617 477.7 60.5 234.0 0.300 5000 10.5 1.081 1.292 1.000 5.592 475.6 60.2 233.0 12.64 240 4.71 758 758 1.000 0.20 16.6 2.1 8.1
26 23.0 584.0 11303.0 491.4 71.0 1.840 289.00 0.00 45.74 62.15 5.386 37.04 37.04 71.0 89044.41 7.88 3871.5 3600.5 3108.6 0.0 491.9 33.0 76.0 12.0 5.617 496.9 63.1 244.2 0.300 5000 10.5 1.081 1.292 1.000 5.374 475.4 60.4 233.7 12.64 240 4.71 758 758 1.000 0.19 16.6 2.1 8.1
27 24.0 608.0 11248.0 468.7 71.0 1.840 289.24 0.00 45.77 62.20 5.386 37.07 37.07 72.0 94252.12 8.38 3927.2 3652.3 3153.3 0.0 499.0 33.0 76.0 12.0 5.617 499.4 59.6 234.0 0.300 5000 10.5 1.081 1.292 1.000 5.592 497.1 59.3 233.0 12.82 244 4.73 769 769 1.000 0.20 17.7 2.1 8.3
28 23.0 631.0 11128.0 483.8 71.0 1.840 289.27 0.00 45.78 62.21 5.386 37.08 37.08 72.0 90327.69 8.12 3927.3 3652.4 3153.4 0.0 499.0 33.0 76.0 12.0 5.617 504.7 62.2 244.2 0.300 5000 10.5 1.081 1.292 1.000 5.446 489.4 60.3 236.8 12.82 244 4.73 769 769 1.000 0.19 17.1 2.1 8.3
29 23.0 654.0 11518.0 500.8 71.0 1.840 289.44 0.00 45.80 62.25 5.386 37.10 37.10 71.0 89091.44 7.73 3873.5 3602.4 3110.2 0.0 492.2 33.0 76.0 12.0 5.617 487.7 63.0 244.2 0.300 5000 10.5 1.081 1.292 1.000 5.449 473.1 61.2 236.9 12.64 240 4.71 758 758 1.000 0.19 16.2 2.1 8.1
30 22.0 676.0 11895.0 540.7 72.0 1.862 289.61 0.00 46.38 62.28 5.395 37.12 37.12 72.0 86576.89 7.28 3935.3 3659.8 3154.6 0.0 505.2 33.0 76.0 12.0 5.617 472.2 64.9 255.3 0.300 5000 10.5 1.081 1.292 1.000 5.167 434.4 59.7 234.9 12.82 244 4.73 769 769 1.000 0.18 15.3 2.1 8.3
31 24.0 700.0 11267.0 469.5 71.0 1.840 290.06 0.00 45.90 62.38 5.386 37.18 37.18 71.0 93033.54 8.26 3876.4 3605.0 3112.5 0.0 492.6 33.0 76.0 12.0 5.617 498.5 60.4 234.0 0.300 5000 10.5 1.081 1.292 1.000 5.672 503.4 61.0 236.3 12.64 240 4.71 758 758 1.000 0.19 17.3 2.1 8.1
32 23.0 723.0 11884.0 516.7 71.0 1.840 290.00 0.00 45.89 62.37 5.386 37.17 37.17 71.0 89151.26 7.50 3876.1 3604.8 3112.3 0.0 492.5 33.0 76.0 12.0 5.617 472.6 63.0 244.2 0.300 5000 10.5 1.081 1.292 1.000 5.381 452.8 60.4 234.0 12.64 240 4.71 758 758 1.000 0.19 15.7 2.1 8.1
33 24.0 747.0 11396.0 474.8 72.0 1.862 290.24 0.00 46.48 62.42 5.395 37.20 37.20 72.0 94518.32 8.29 3938.3 3662.6 3157.0 0.0 505.6 33.0 76.0 12.0 5.617 492.9 59.4 234.0 0.300 5000 10.5 1.081 1.292 1.000 5.600 491.4 59.2 233.3 12.82 244 4.73 769 769 1.000 0.20 17.4 2.1 8.3
34 23.0 770.0 10597.0 460.7 71.0 1.840 290.26 0.00 45.93 62.42 5.386 37.20 37.20 71.0 89177.97 8.42 3877.3 3605.9 3113.2 0.0 492.7 33.0 76.0 12.0 5.617 530.0 63.0 244.2 0.300 5000 10.5 1.081 1.292 1.000 5.454 514.7 61.2 237.1 12.64 240 4.71 758 758 1.000 0.19 17.6 2.1 8.1
35 22.0 792.0 10892.0 495.1 71.0 1.840 290.42 0.00 45.96 62.46 5.386 37.22 37.22 72.0 86518.76 7.94 3932.7 3657.4 3157.7 0.0 499.7 33.0 76.0 12.0 5.617 515.7 64.9 255.3 0.300 5000 10.5 1.081 1.292 1.000 5.174 475.0 59.8 235.2 12.82 244 4.73 769 769 1.000 0.18 16.7 2.1 8.3
36 21.0 813.0 10901.0 519.1 72.0 1.862 290.86 0.00 46.58 62.55 5.395 37.28 37.28 72.0 82764.30 7.59 3941.2 3665.3 3159.3 0.0 506.0 33.0 76.0 12.0 5.617 515.3 67.9 267.5 0.300 5000 10.5 1.081 1.292 1.000 5.029 461.3 60.8 239.5 12.82 244 4.73 769 769 1.000 0.17 16.0 2.1 8.3
37 21.0 834.0 11291.0 537.7 72.0 1.862 291.45 0.00 46.67 62.68 5.395 37.36 37.36 72.0 82821.24 7.34 3943.9 3667.8 3161.5 0.0 506.3 33.0 76.0 12.0 5.617 497.5 67.8 267.5 0.300 5000 10.5 1.081 1.292 1.000 5.033 445.8 60.8 239.7 12.82 244 4.73 769 769 1.000 0.17 15.5 2.1 8.3
38 22.0 856.0 10649.0 484.0 71.0 1.840 292.03 0.00 46.21 62.80 5.386 37.43 37.43 71.0 85478.19 8.03 3885.4 3613.4 3119.7 0.0 493.7 33.0 76.0 12.0 5.617 527.4 65.7 255.3 0.300 5000 10.5 1.081 1.292 1.000 5.253 493.3 61.5 238.8 12.64 240 4.71 758 758 1.000 0.18 16.9 2.1 8.2
39 24.0 880.0 11395.0 474.8 72.0 1.862 292.40 0.00 46.83 62.88 5.395 37.48 37.48 72.0 94756.60 8.32 3948.2 3671.8 3165.0 0.0 506.9 33.0 76.0 12.0 5.617 492.9 59.3 234.0 0.300 5000 10.5 1.081 1.292 1.000 5.615 492.7 59.3 233.9 12.82 244 4.73 769 769 1.000 0.20 17.5 2.1 8.3
40 21.0 901.0 10842.0 516.3 72.0 1.862 292.40 0.00 46.83 62.88 5.395 37.48 37.48 71.0 81760.68 7.54 3893.4 3620.8 3121.0 0.0 499.8 33.0 76.0 12.0 5.617 518.1 68.7 267.5 0.300 5000 10.5 1.081 1.292 1.000 5.033 464.2 61.6 239.7 12.64 240 4.71 758 758 1.000 0.17 15.8 2.1 8.2
41 22.0 923.0 10506.0 477.5 72.0 1.862 292.98 0.00 46.92 63.01 5.395 37.55 37.55 71.0 85711.23 8.16 3896.0 3623.2 3123.1 0.0 500.2 33.0 76.012.0 5.617 534.6 65.5 255.3 0.300 5000 10.5 1.081 1.292 1.000 5.193 494.3 60.6 236.0 12.64 240 4.71 758 758 1.000 0.18 17.1 2.1 8.2
42 23.0 946.0 11678.0 507.7 71.0 1.840 293.41 0.00 46.43 63.10 5.386 37.61 37.61 72.0 90764.56 7.77 3946.3 3670.0 3168.6 0.0 501.4 33.0 76.0 12.0 5.617 481.0 61.9 244.2 0.300 5000 10.5 1.081 1.486 1.000 5.408 463.1 59.6 235.1 12.82 244 4.73 769 769 1.000 0.19 16.4 2.1 8.3
43 21.0 967.0 10507.0 500.3 71.0 1.840 293.62 0.00 46.47 63.14 5.386 37.63 37.63 71.0 81740.27 7.78 3892.4 3619.9 3125.3 0.0 494.6 33.0 76.0 12.0 5.617 534.6 68.7 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.053 480.9 61.8 240.6 12.64 240 4.71 758 758 1.000 0.17 16.4 2.1 8.2
44 23.0 990.0 11579.0 503.4 71.0 1.840 294.18 0.00 46.55 63.26 5.386 37.71 37.71 71.0 89581.77 7.74 3894.9 3622.2 3127.3 0.0 494.9 33.0 76.0 12.0 5.617 485.1 62.7 244.2 0.300 5000 10.5 1.081 1.486 1.000 5.437 469.5 60.7 236.4 12.64 240 4.71 758 758 1.000 0.19 16.3 2.1 8.2
45 21.0 1011.0 11132.0 530.1 72.0 1.862 294.36 0.00 47.14 63.30 5.395 37.73 37.73 71.0 81942.27 7.36 3902.0 3628.9 3127.9 0.0 500.9 33.0 76.0 12.0 5.617 504.6 68.5 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.014 450.4 61.2 238.8 12.64 240 4.71 758 758 1.000 0.17 15.5 2.1 8.2
46 23.0 1034.0 11984.0 521.0 71.0 1.840 294.96 0.00 46.68 63.43 5.386 37.81 37.81 71.0 89659.74 7.48 3898.2 3625.4 3130.0 0.0 495.3 33.0 76.0 12.0 5.617 468.7 62.6 244.2 0.300 5000 10.5 1.081 1.486 1.000 5.464 456.0 60.9 237.6 12.64 240 4.71 758 758 1.000 0.19 15.7 2.1 8.2
47 24.0 1058.0 10922.0 455.1 72.0 1.862 295.11 0.00 47.26 63.47 5.395 37.83 37.83 72.0 95046.84 8.70 3960.3 3683.1 3174.7 0.0 508.4 33.0 76.0 12.0 5.617 514.3 59.1 234.0 0.300 5000 10.5 1.081 1.486 1.000 5.688 520.8 59.8 237.0 12.82 244 4.73 769 769 1.000 0.20 18.3 2.1 8.3
48 22.0 1080.0 10940.0 497.3 71.0 1.840 295.04 0.00 46.69 63.45 5.386 37.82 37.82 71.0 85769.14 7.84 3898.6 3625.7 3130.3 0.0 495.4 33.0 76.0 12.0 5.617 513.4 65.5 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.332 487.4 62.2 242.4 12.64 240 4.71 758 758 1.000 0.18 16.4 2.1 8.2
49 24.0 1104.0 10597.0 441.5 72.0 1.862 295.33 0.00 47.30 63.51 5.395 37.85 37.85 71.0 93748.76 8.85 3906.2 3632.8 3131.3 0.0 501.5 33.0 76.0 12.0 5.617 530.0 59.9 234.0 0.300 5000 10.5 1.081 1.486 1.000 5.716 539.4 61.0 238.2 12.64 240 4.71 758 758 1.000 0.19 18.4 2.1 8.1
50 21.0 1125.0 11073.0 527.3 71.0 1.840 295.23 0.00 46.72 63.49 5.386 37.84 37.84 71.0 81887.31 7.40 3899.4 3626.4 3131.0 0.0 495.5 33.0 76.0 12.0 5.617 507.3 68.6 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.070 457.9 61.9 241.4 12.64 240 4.71 758 758 1.000 0.17 15.4 2.1 8.1
51 22.0 1147.0 11814.0 537.0 72.0 1.862 295.78 0.00 47.37 63.61 5.395 37.91 37.91 72.0 87189.46 7.38 3963.2 3685.7 3177.0 0.0 508.8 33.0 76.0 12.0 5.617 475.4 64.4 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.308 449.3 60.9 241.3 12.82 244 4.73 769 769 1.000 0.18 15.4 2.1 8.3
52 24.0 1171.0 11485.0 478.5 72.0 1.862 296.08 0.00 47.42 63.67 5.395 37.95 37.95 71.0 93826.23 8.17 3909.4 3635.8 3133.9 0.0 501.9 33.0 76.0 12.0 5.617 489.1 59.9 234.0 0.300 5000 10.5 1.081 1.486 1.000 5.830 507.6 62.1 242.9 12.64 240 4.71 758 758 1.000 0.19 16.9 2.1 8.1
53 22.0 1193.0 10927.0 496.7 71.0 1.840 295.87 -0.00 46.82 63.63 5.386 37.92 37.92 72.0 87056.14 7.97 3957.1 3680.1 3177.3 -0.0 502.8 33.0 76.0 12.0 5.617 514.0 64.5 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.323 487.2 61.1 242.0 12.82 244 4.73 769 769 1.000 0.18 16.6 2.1 8.2
54 21.0 1214.0 10935.0 520.7 71.0 1.840 296.16 0.00 46.87 63.69 5.386 37.96 37.96 72.0 83125.57 7.60 3958.4 3681.3 3178.3 0.0 503.0 33.0 76.0 12.0 5.617 513.7 67.6 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.186 474.3 62.4 247.0 12.82 244 4.73 769 769 1.000 0.17 15.8 2.1 8.2
55 24.0 1238.0 11086.0 461.9 71.0 1.840 296.59 0.00 46.94 63.78 5.386 38.01 38.01 72.0 95044.89 8.57 3960.2 3683.0 3179.8 0.0 503.2 33.0 76.0 12.0 5.617 506.7 59.1 234.0 0.300 5000 10.5 1.081 1.486 1.000 5.871 529.6 61.8 244.6 12.82 244 4.73 769 769 1.000 0.20 17.7 2.1 8.2
56 24.0 1262.0 10618.0 442.4 72.0 1.862 296.34 0.00 47.46 63.73 5.395 37.98 37.98 72.0 95174.20 8.96 3965.6 3688.0 3178.9 0.0 509.1 33.0 76.0 12.0 5.617 529.0 59.0 234.0 0.300 5000 10.5 1.081 1.486 1.000 5.874 553.2 61.7 244.7 12.82 244 4.73 769 769 1.000 0.20 18.4 2.1 8.2
57 23.0 1285.0 11090.0 482.2 72.0 1.862 296.08 0.00 47.42 63.67 5.395 37.95 37.95 71.0 89916.75 8.11 3909.4 3635.8 3133.9 0.0 501.9 33.0 76.0 12.0 5.617 506.5 62.5 244.2 0.300 5000 10.5 1.081 1.486 1.000 5.661 510.5 63.0 246.1 12.64 240 4.71 758 758 1.000 0.18 16.6 2.0 8.0
58 22.0 1307.0 11940.0 542.7 72.0 1.862 296.04 0.00 47.41 63.66 5.395 37.94 37.94 72.0 87214.47 7.30 3964.3 3686.8 3177.9 0.0 508.9 33.0 76.0 12.0 5.617 470.4 64.4 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.382 450.8 61.7 244.6 12.82 244 4.73 769 769 1.000 0.18 15.0 2.0 8.1
59 24.0 1331.0 11834.0 493.1 71.0 1.840 296.27 0.00 46.89 63.71 5.386 37.97 37.97 71.0 93692.30 7.92 3903.8 3630.6 3134.5 0.0 496.0 33.0 76.0 12.0 5.617 474.6 59.9 234.0 0.300 5000 10.5 1.081 1.486 1.000 5.916 500.0 63.1 246.5 12.64 240 4.71 758 758 1.000 0.19 16.1 2.0 7.9
60 24.0 1355.0 11358.0 473.3 71.0 1.840 295.97 0.00 46.84 63.65 5.386 37.94 37.94 71.0 93661.82 8.25 3902.6 3629.4 3133.5 0.0 495.9 33.0 76.0 12.0 5.617 494.5 60.0 234.0 0.300 5000 10.5 1.081 1.486 1.000 5.846 514.7 62.4 243.6 12.64 240 4.71 758 758 1.000 0.19 16.7 2.0 7.9
61 21.0 1376.0 11131.0 530.0 72.0 1.862 295.74 0.00 47.36 63.60 5.395 37.91 37.91 72.0 83223.49 7.48 3963.0 3685.6 3176.9 0.0 508.8 33.0 76.0 12.0 5.617 504.6 67.5 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.190 466.2 62.4 247.1 12.82 244 4.73 769 769 1.000 0.17 15.2 2.0 8.1
62 21.0 1397.0 10738.0 511.3 71.0 1.840 296.17 0.00 46.87 63.69 5.386 37.96 37.96 72.0 83126.28 7.74 3958.4 3681.3 3178.3 0.0 503.0 33.0 76.0 12.0 5.617 523.1 67.6 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.275 491.2 63.5 251.2 12.82 244 4.73 769 769 1.000 0.17 15.8 2.0 8.1
63 24.0 1421.0 10810.0 450.4 72.0 1.862 296.51 0.00 47.49 63.77 5.395 38.00 38.00 72.0 95192.05 8.81 3966.3 3688.7 3179.5 0.0 509.2 33.0 76.0 12.0 5.617 519.6 59.0 234.0 0.300 5000 10.5 1.081 1.486 1.000 5.966 551.9 62.7 248.6 12.82 244 4.73 769 769 1.000 0.19 17.8 2.0 8.0
64 21.0 1442.0 11436.0 544.6 71.0 1.840 296.16 0.00 46.87 63.69 5.386 37.96 37.96 72.0 83125.60 7.27 3958.4 3681.3 3178.3 0.0 503.0 33.0 76.0 12.0 5.617 491.2 67.6 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.287 462.3 63.6 251.8 12.82 244 4.73 769 769 1.000 0.17 14.7 2.0 8.0
65 21.0 1463.0 11165.0 531.7 71.0 1.840 296.49 0.00 46.92 63.76 5.386 38.00 38.00 72.0 83155.25 7.45 3959.8 3682.6 3179.4 0.0 503.2 33.0 76.0 12.0 5.617 503.1 67.5 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.306 475.3 63.8 252.7 12.82 244 4.73 769 769 1.000 0.17 15.1 2.0 8.0
66 23.0 1486.0 11060.0 480.9 71.0 1.840 296.80 0.00 46.97 63.83 5.386 38.04 38.04 72.0 91105.27 8.24 3961.1 3683.8 3180.5 0.0 503.3 33.0 76.0 12.0 5.617 507.8 61.7 244.2 0.300 5000 10.5 1.081 1.486 1.000 5.774 522.1 63.4 251.0 12.82 244 4.73 769 769 1.000 0.18 16.6 2.0 8.0
67 21.0 1507.0 11826.0 563.1 72.0 1.862 296.65 0.00 47.51 63.80 5.395 38.02 38.02 72.0 83305.00 7.04 3966.9 3689.2 3180.0 0.0 509.3 33.0 76.0 12.0 5.617 475.0 67.4 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.322 450.0 63.9 253.4 12.82 244 4.73 769 769 1.000 0.17 14.2 2.0 8.0
68 21.0 1528.0 11053.0 526.3 72.0 1.862 296.94 0.00 47.55 63.86 5.395 38.06 38.06 71.0 82173.99 7.43 3913.0 3639.1 3136.8 0.0 502.3 33.0 76.0 12.0 5.617 508.2 68.4 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.338 483.0 65.0 254.2 12.64 240 4.71 758 758 1.000 0.16 14.9 2.0 7.9
69 23.0 1551.0 11509.0 500.4 72.0 1.862 297.22 0.00 47.60 63.92 5.395 38.10 38.10 71.0 90026.89 7.82 3914.2 3640.2 3137.7 0.0 502.5 33.0 76.0 12.0 5.617 488.0 62.4 244.2 0.300 5000 10.5 1.081 1.486 1.000 5.735 498.3 63.7 249.4 12.64 240 4.71 758 758 1.000 0.18 15.6 2.0 7.8
70 21.0 1572.010726.0 510.8 71.0 1.840 297.10 0.00 47.02 63.89 5.386 38.08 38.08 71.0 82053.88 7.65 3907.3 3633.8 3137.3 0.0 496.5 33.0 76.0 12.0 5.617 523.7 68.5 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.288 493.0 64.4 251.8 12.64 240 4.71 758 758 1.000 0.16 15.3 2.0 7.8
71 24.0 1596.0 10526.0 438.6 71.0 1.840 297.43 0.00 47.07 63.96 5.386 38.12 38.12 71.0 93808.77 8.91 3908.7 3635.1 3138.4 0.0 496.7 33.0 76.0 12.0 5.617 533.6 59.9 234.0 0.300 5000 10.5 1.081 1.486 1.000 5.985 568.6 63.8 249.4 12.64 240 4.71 758 758 1.000 0.19 17.8 2.0 7.8
72 21.0 1617.0 11915.0 567.4 71.0 1.840 297.06 0.00 47.01 63.88 5.386 38.07 38.07 71.0 82050.39 6.89 3907.2 3633.7 3137.2 0.0 496.5 33.0 76.0 12.0 5.617 471.4 68.5 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.305 445.3 64.7 252.6 12.64 240 4.71 758 758 1.000 0.16 13.8 2.0 7.8
73 21.0 1638.0 11210.0 533.8 72.0 1.862 297.37 0.00 47.62 63.95 5.395 38.11 38.11 72.0 83369.81 7.44 3970.0 3692.1 3182.4 0.0 509.7 33.0 76.0 12.0 5.617 501.1 67.4 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.324 474.9 63.9 253.5 12.82 244 4.73 769 769 1.000 0.17 14.9 2.0 7.9
74 22.0 1660.0 11228.0 510.4 71.0 1.840 297.67 0.00 47.11 64.01 5.386 38.15 38.15 72.0 87224.38 7.77 3964.7 3687.2 3183.4 0.0 503.8 33.0 76.0 12.0 5.617 500.3 64.4 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.633 501.7 64.6 256.1 12.82 244 4.73 769 769 1.000 0.17 15.5 2.0 7.9
75 24.0 1684.0 10648.0 443.7 71.0 1.840 297.65 0.00 47.10 64.01 5.386 38.15 38.15 71.0 93830.63 8.81 3909.6 3635.9 3139.2 0.0 496.8 33.0 76.0 12.0 5.617 527.5 59.9 234.0 0.300 5000 10.5 1.081 1.486 1.000 6.103 573.2 65.0 254.3 12.64 240 4.71 758 758 1.000 0.19 17.5 2.0 7.8
76 23.0 1707.0 11125.0 483.7 72.0 1.862 297.16 0.00 47.59 63.91 5.395 38.09 38.09 72.0 91289.32 8.21 3969.1 3691.3 3181.7 0.0 509.5 33.0 76.0 12.0 5.617 504.9 61.5 244.2 0.300 5000 10.5 1.081 1.486 1.000 5.801 521.5 63.5 252.2 12.82 244 4.73 769 769 1.000 0.18 16.3 2.0 7.9
77 22.0 1729.0 11883.0 540.1 71.0 1.840 296.98 0.00 47.00 63.87 5.386 38.06 38.06 72.0 87160.45 7.33 3961.8 3684.5 3181.1 0.0 503.4 33.0 76.0 12.0 5.617 472.7 64.4 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.657 476.0 64.9 257.1 12.82 244 4.73 769 769 1.000 0.17 14.6 2.0 7.9
78 22.0 1751.0 11637.0 529.0 72.0 1.862 296.94 0.00 47.55 63.86 5.395 38.06 38.06 71.0 86086.73 7.40 3913.0 3639.1 3136.8 0.0 502.3 33.0 76.0 12.0 5.617 482.7 65.2 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.669 487.1 65.8 257.7 12.64 240 4.71 758 758 1.000 0.17 14.6 2.0 7.7
79 22.0 1773.0 11607.0 527.6 72.0 1.862 296.89 0.00 47.55 63.85 5.395 38.05 38.05 71.0 86081.94 7.42 3912.8 3638.9 3136.6 0.0 502.3 33.0 76.0 12.0 5.617 483.9 65.2 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.607 483.1 65.1 254.9 12.64 240 4.71 758 758 1.000 0.17 14.6 2.0 7.7
80 22.0 1795.0 10688.0 485.8 71.0 1.840 296.90 0.00 46.98 63.85 5.386 38.05 38.05 71.0 85942.29 8.04 3906.5 3633.0 3136.6 0.0 496.4 33.0 76.0 12.0 5.617 525.5 65.4 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.618 525.6 65.4 255.4 12.64 240 4.71 758 758 1.000 0.17 15.9 2.0 7.7
81 23.0 1818.0 10927.0 475.1 72.0 1.862 296.89 0.00 47.55 63.85 5.395 38.05 38.05 71.0 89995.57 8.24 3912.9 3639.0 3136.6 0.0 502.3 33.0 76.0 12.0 5.617 514.0 62.4 244.2 0.300 5000 10.5 1.081 1.486 1.000 5.858 536.1 65.1 254.7 12.64 240 4.71 758 758 1.000 0.18 16.2 2.0 7.7
82 22.0 1840.0 11466.0 521.2 72.0 1.862 296.65 0.00 47.51 63.80 5.395 38.02 38.02 71.0 86060.37 7.51 3911.8 3638.0 3135.8 0.0 502.2 33.0 76.0 12.0 5.617 489.9 65.3 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.634 491.4 65.5 256.1 12.64 240 4.71 758 758 1.000 0.17 14.7 2.0 7.7
83 21.0 1861.0 11734.0 558.8 72.0 1.862 296.64 0.00 47.51 63.79 5.395 38.02 38.02 72.0 83304.01 7.10 3966.9 3689.2 3179.9 0.0 509.3 33.0 76.0 12.0 5.617 478.7 67.4 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.415 461.5 65.0 257.9 12.82 244 4.73 769 769 1.000 0.16 14.0 2.0 7.8
84 22.0 1883.0 11058.0 502.6 72.0 1.862 296.84 0.00 47.54 63.84 5.395 38.05 38.05 71.0 86077.47 7.78 3912.6 3638.7 3136.4 0.0 502.3 33.0 76.0 12.0 5.617 507.9 65.3 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.731 518.3 66.6 260.5 12.64 240 4.71 758 758 1.000 0.17 15.3 2.0 7.7
85 24.0 1907.0 11840.0 493.3 71.0 1.840 296.72 0.00 46.96 63.81 5.386 38.03 38.03 71.0 93737.88 7.92 3905.7 3632.3 3136.1 0.0 496.3 33.0 76.0 12.0 5.617 474.4 59.9 234.0 0.300 5000 10.5 1.081 1.486 1.000 6.129 517.6 65.4 255.4 12.64 240 4.71 758 758 1.000 0.18 15.5 2.0 7.6
86 22.0 1929.0 10814.0 491.5 71.0 1.840 296.21 0.00 46.88 63.70 5.386 37.97 37.97 71.0 85878.91 7.94 3903.6 3630.3 3134.3 0.0 496.0 33.0 76.0 12.0 5.617 519.4 65.4 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.668 524.2 66.0 257.6 12.64 240 4.71 758 758 1.000 0.17 15.6 2.0 7.6
87 21.0 1950.0 11346.0 540.3 71.0 1.840 296.16 0.00 46.87 63.69 5.386 37.96 37.96 71.0 81970.75 7.22 3903.4 3630.1 3134.1 0.0 496.0 33.0 76.0 12.0 5.617 495.0 68.5 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.450 480.4 66.5 259.5 12.64 240 4.71 758 758 1.000 0.16 14.2 2.0 7.7
88 22.0 1972.0 10941.0 497.3 72.0 1.862 296.33 0.00 47.46 63.73 5.395 37.98 37.98 71.0 86030.07 7.86 3910.5 3636.7 3134.7 0.0 502.0 33.0 76.0 12.0 5.617 513.4 65.3 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.695 520.6 66.2 258.9 12.64 240 4.71 758 758 1.000 0.17 15.4 2.0 7.6
89 22.0 1994.0 10965.0 498.4 71.0 1.840 296.25 0.00 46.88 63.71 5.386 37.97 37.97 72.0 87091.92 7.94 3958.7 3681.6 3178.6 0.0 503.0 33.0 76.0 12.0 5.617 512.2 64.5 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.702 520.0 65.5 259.2 12.82 244 4.73 769 769 1.000 0.17 15.6 2.0 7.8
90 24.0 2018.0 10688.0 445.3 72.0 1.862 296.16 0.00 47.43 63.69 5.395 37.96 37.96 71.0 93834.36 8.78 3909.8 3636.1 3134.2 0.0 501.9 33.0 76.0 12.0 5.617 525.5 59.9 234.0 0.300 5000 10.5 1.081 1.486 1.000 6.257 585.4 66.7 260.7 12.64 240 4.71 758 758 1.000 0.18 17.1 1.9 7.6
91 24.0 2042.0 10811.0 450.5 71.0 1.840 295.52 0.00 46.77 63.55 5.386 37.88 37.88 72.0 94934.38 8.78 3955.6 3678.7 3176.1 0.0 502.6 33.0 76.0 12.0 5.617 519.5 59.2 234.0 0.300 5000 10.5 1.081 1.486 1.000 6.178 571.5 65.1 257.4 12.82 244 4.73 769 769 1.000 0.19 17.2 2.0 7.7
92 21.0 2063.0 11385.0 542.1 71.0 1.840 294.96 0.00 46.68 63.43 5.386 37.81 37.81 71.0 81863.26 7.19 3898.3 3625.4 3130.0 0.0 495.3 33.0 76.0 12.0 5.617 493.4 68.6 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.555 487.9 67.9 264.5 12.64 240 4.71 758 758 1.000 0.16 14.0 1.9 7.6
93 24.0 2087.0 11613.0 483.9 71.0 1.840 295.02 0.00 46.69 63.45 5.386 37.81 37.81 72.0 94882.21 8.17 3953.4 3676.7 3174.3 0.0 502.3 33.0 76.0 12.0 5.617 483.7 59.2 234.0 0.300 5000 10.5 1.081 1.486 1.000 6.205 534.3 65.4 258.5 12.82 244 4.73 769 769 1.000 0.19 15.9 2.0 7.7
94 23.0 2110.0 11129.0 483.9 71.0 1.840 294.44 -0.00 46.60 63.32 5.386 37.74 37.74 71.0 89607.40 8.05 3896.0 3623.3 3128.2 -0.0 495.0 33.0 76.0 12.0 5.617 504.7 62.7 244.2 0.300 5000 10.5 1.081 1.486 1.000 6.046 543.3 67.5 262.9 12.64 240 4.71 758 758 1.000 0.17 15.6 1.9 7.6
95 24.0 2134.0 10985.0 457.7 71.0 1.840 294.01 0.00 46.53 63.23 5.386 37.68 37.68 72.0 94774.84 8.63 3949.0 3672.5 3170.7 0.0 501.8 33.0 76.0 12.0 5.617 511.3 59.3 234.0 0.300 5000 10.5 1.081 1.486 1.000 6.215 565.7 65.6 258.9 12.82 244 4.73 769 769 1.000 0.18 16.8 1.9 7.7
96 24.0 2158.0 11513.0 479.7 72.0 1.862 293.41 0.00 46.99 63.10 5.395 37.61 37.61 71.0 93548.36 8.13 3897.8 3625.0 3124.6 0.0 500.4 33.0 76.0 12.0 5.617 487.9 60.0 234.0 0.300 5000 10.5 1.081 1.486 1.000 6.299 547.1 67.3 262.5 12.64 240 4.71 758 758 1.000 0.18 15.7 1.9 7.5
97 22.0 2180.0 10990.0 499.5 71.0 1.840 292.73 0.00 46.32 62.95 5.386 37.52 37.52 71.0 85546.28 7.78 3888.5 3616.3 3122.2 0.0 494.1 33.0 76.0 12.0 5.617 511.1 65.7 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.755 523.7 67.3 261.6 12.64 240 4.71 758 758 1.000 0.17 15.0 1.9 7.5
98 21.0 2201.0 11621.0 553.4 72.0 1.862 292.59 0.00 46.86 62.92 5.395 37.50 37.50 71.0 81778.39 7.04 3894.2 3621.6 3121.7 0.0 499.9 33.0 76.0 12.0 5.617 483.3 68.7267.5 0.300 5000 10.5 1.081 1.486 1.000 5.534 476.2 67.7 263.5 12.64 240 4.71 758 758 1.000 0.16 13.6 1.9 7.5
99 23.0 2224.0 11049.0 480.4 72.0 1.862 292.67 0.00 46.87 62.94 5.395 37.51 37.51 71.0 89575.31 8.11 3894.6 3622.0 3122.0 0.0 500.0 33.0 76.0 12.0 5.617 508.4 62.7 244.2 0.300 5000 10.5 1.081 1.486 1.000 6.017 544.6 67.2 261.6 12.64 240 4.71 758 758 1.000 0.17 15.7 1.9 7.5
100 23.0 2247.0 11144.0 484.5 71.0 1.840 292.27 0.00 46.25 62.85 5.386 37.46 37.46 71.0 89388.01 8.02 3886.4 3614.4 3120.5 0.0 493.8 33.0 76.0 12.0 5.617 504.0 62.8 244.2 0.300 5000 10.5 1.081 1.486 1.000 6.019 540.1 67.3 261.7 12.64 240 4.71 758 758 1.000 0.17 15.5 1.9 7.5
101 21.0 2268.0 10854.0 516.9 72.0 1.862 291.87 0.00 46.74 62.77 5.395 37.41 37.41 72.0 82861.56 7.63 3945.8 3669.6 3163.0 0.0 506.5 33.0 76.0 12.0 5.617 517.5 67.8 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.553 511.6 67.0 264.4 12.82 244 4.73 769 769 1.000 0.16 14.8 1.9 7.7
102 22.0 2290.0 11109.0 505.0 71.0 1.840 291.93 0.00 46.20 62.78 5.386 37.42 37.42 72.0 86672.04 7.80 3939.6 3663.9 3163.3 0.0 500.6 33.0 76.0 12.0 5.617 505.6 64.8 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.877 529.0 67.8 267.1 12.82 244 4.73 769 769 1.000 0.17 15.2 1.9 7.7
103 24.0 2314.0 10557.0 439.9 71.0 1.840 291.67 0.00 46.16 62.73 5.386 37.38 37.38 71.0 93210.04 8.83 3883.8 3611.9 3118.4 0.0 493.5 33.0 76.0 12.0 5.617 532.0 60.3 234.0 0.300 5000 10.5 1.081 1.486 1.000 6.361 602.5 68.2 265.0 12.64 240 4.71 758 758 1.000 0.18 17.1 1.9 7.5
104 21.0 2335.0 11871.0 565.3 72.0 1.862 290.93 0.00 46.59 62.57 5.395 37.29 37.29 71.0 81621.28 6.88 3886.7 3614.7 3115.7 0.0 499.0 33.0 76.0 12.0 5.617 473.2 68.8 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.570 469.2 68.2 265.2 12.64 240 4.71 758 758 1.000 0.16 13.3 1.9 7.5
105 23.0 2358.0 11729.0 510.0 71.0 1.840 290.98 0.00 46.05 62.58 5.386 37.29 37.29 72.0 90510.85 7.72 3935.3 3659.8 3159.7 0.0 500.0 33.0 76.0 12.0 5.617 478.9 62.1 244.2 0.300 5000 10.5 1.081 1.486 1.000 6.062 516.8 67.0 263.5 12.82 244 4.73 769 769 1.000 0.18 15.0 1.9 7.7
106 21.0 2379.0 11668.0 555.6 71.0 1.840 290.53 0.00 45.98 62.48 5.386 37.24 37.24 72.0 82597.12 7.08 3933.2 3657.9 3158.1 0.0 499.8 33.0 76.0 12.0 5.617 481.4 68.0 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.657 484.8 68.5 269.4 12.82 244 4.73 769 769 1.000 0.16 13.8 2.0 7.7
107 22.0 2401.0 11442.0 520.1 72.0 1.862 290.49 0.00 46.52 62.47 5.395 37.23 37.23 71.0 85463.96 7.47 3884.7 3612.8 3114.1 0.0 498.7 33.0 76.0 12.0 5.617 490.9 65.7 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.911 516.6 69.2 268.7 12.64 240 4.71 758 758 1.000 0.17 14.5 1.9 7.5
108 21.0 2422.0 10803.0 514.4 71.0 1.840 290.20 0.00 45.92 62.41 5.386 37.20 37.20 72.0 82564.47 7.64 3931.6 3656.4 3156.8 0.0 499.6 33.0 76.0 12.0 5.617 519.9 68.0 267.5 0.300 5000 10.5 1.081 1.486 1.000 5.602 518.6 67.9 266.8 12.82 244 4.73 769 769 1.000 0.16 15.0 2.0 7.7
109 23.0 2445.0 11447.0 497.7 71.0 1.840 290.21 0.00 45.93 62.41 5.386 37.20 37.20 72.0 90429.29 7.90 3931.7 3656.5 3156.9 0.0 499.6 33.0 76.0 12.0 5.617 490.7 62.1 244.2 0.300 5000 10.5 1.081 1.486 1.000 6.168 538.8 68.2 268.2 12.82 244 4.73 769 769 1.000 0.18 15.4 2.0 7.7
110 22.0 2467.0 10554.0 479.7 71.0 1.840 289.66 0.00 45.84 62.29 5.386 37.13 37.13 71.0 85240.34 8.08 3874.6 3603.3 3111.0 0.0 492.3 33.0 76.0 12.0 5.617 532.2 65.9 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.925 561.4 69.5 269.3 12.64 240 4.71 758 758 1.000 0.17 15.7 1.9 7.5
111 23.0 2490.0 11800.0 513.0 72.0 1.862 289.35 0.00 46.34 62.23 5.395 37.09 37.09 71.0 89227.71 7.56 3879.5 3607.9 3109.9 0.0 498.0 33.0 76.0 12.0 5.617 476.0 62.9 244.2 0.300 5000 10.5 1.081 1.486 1.000 6.099 516.8 68.4 265.2 12.64 240 4.71 758 758 1.000 0.17 14.7 1.9 7.5
112 24.0 2514.0 10641.0 443.4 71.0 1.840 288.87 0.00 45.71 62.12 5.386 37.03 37.03 71.0 92901.25 8.73 3870.9 3599.9 3108.1 0.0 491.9 33.0 76.0 12.0 5.617 527.8 60.5 234.0 0.300 5000 10.5 1.081 1.486 1.000 6.341 595.9 68.3 264.2 12.64 240 4.71 758 758 1.000 0.18 17.0 1.9 7.5
113 22.0 2536.0 11668.0 530.4 71.0 1.840 288.15 0.00 45.60 61.97 5.386 36.93 36.93 71.0 85084.62 7.29 3867.5 3596.8 3105.3 0.0 491.4 33.0 76.0 12.0 5.617 481.4 66.0 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.865 502.7 68.9 266.6 12.64 240 4.71 758 758 1.000 0.17 14.2 1.9 7.5
114 23.0 2559.0 10953.0 476.2 72.0 1.862 287.90 0.00 46.11 61.91 5.395 36.90 36.90 71.0 89070.49 8.13 3872.6 3601.5 3104.4 0.0 497.2 33.0 76.0 12.0 5.617 512.8 63.1 244.2 0.300 5000 10.5 1.081 1.486 1.000 6.116 558.4 68.7 265.9 12.64 240 4.71 758 758 1.000 0.17 15.8 1.9 7.5
115 23.0 2582.0 10712.0 465.7 72.0 1.862 287.40 0.00 46.03 61.81 5.395 36.84 36.84 71.0 89015.82 8.31 3870.3 3599.3 3102.5 0.0 496.9 33.0 76.0 12.0 5.617 524.3 63.1 244.2 0.300 5000 10.5 1.081 1.486 1.000 6.119 571.2 68.7 266.0 12.64 240 4.71 758 758 1.000 0.17 16.2 1.9 7.5
116 24.0 2606.0 11846.0 493.6 72.0 1.862 286.90 0.00 45.95 61.70 5.395 36.77 36.77 71.0 92828.40 7.84 3867.9 3597.1 3100.6 0.0 496.5 33.0 76.0 12.0 5.617 474.2 60.5 234.0 0.300 5000 10.5 1.081 1.486 1.000 6.363 537.2 68.5 265.1 12.64 240 4.71 758 758 1.000 0.18 15.2 1.9 7.5
117 23.0 2629.0 10800.0 469.6 72.0 1.862 286.15 0.00 45.83 61.54 5.395 36.68 36.68 72.0 90129.52 8.35 3918.7 3644.4 3141.3 0.0 503.1 33.0 76.0 12.0 5.617 520.1 62.3 244.2 0.300 5000 10.5 1.081 1.486 1.000 6.125 567.1 68.0 266.3 12.82 244 4.73 769 769 1.000 0.18 16.3 2.0 7.6
118 23.0 2652.0 11067.0 481.2 71.0 1.840 285.64 0.00 45.20 61.43 5.386 36.61 36.61 72.0 89924.84 8.13 3909.8 3636.1 3139.3 0.0 496.8 33.0 76.0 12.0 5.617 507.5 62.5 244.2 0.300 5000 10.5 1.081 1.486 1.000 6.210 561.1 69.1 270.0 12.82 244 4.73 769 769 1.000 0.18 15.9 2.0 7.6
119 22.0 2674.0 11455.0 520.7 72.0 1.862 285.05 0.00 45.65 61.30 5.395 36.54 36.54 72.0 86090.89 7.52 3913.2 3639.3 3136.9 0.0 502.4 33.0 76.0 12.0 5.617 490.3 65.2 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.970 521.2 69.3 271.4 12.82 244 4.73 769 769 1.000 0.17 14.7 2.0 7.6
120 22.0 2696.0 10771.0 489.6 71.0 1.840 284.70 0.00 45.05 61.22 5.386 36.49 36.49 71.0 84718.34 7.87 3850.8 3581.3 3092.0 0.0 489.3 33.0 76.0 12.0 5.617 521.5 66.3 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.978 555.0 70.6 271.7 12.64 240 4.71 758 758 1.000 0.17 15.4 2.0 7.5
121 23.0 2719.0 11896.0 517.2 71.0 1.840 284.33 0.00 45.00 61.15 5.386 36.44 36.44 71.0 88528.11 7.44 3849.0 3579.6 3090.5 0.0 489.1 33.0 76.0 12.0 5.617 472.2 63.4 244.2 0.300 5000 10.5 1.081 1.486 1.000 6.150 517.0 69.5 267.4 12.64 240 4.71 758 758 1.000 0.17 14.5 2.0 7.5
122 22.0 2741.0 11796.0 536.2 72.0 1.862 283.80 0.00 45.45 61.03 5.395 36.38 36.38 72.0 85952.97 7.29 3907.0 3633.5 3131.9 0.0 501.6 33.0 76.0 12.0 5.617 476.2 65.3 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.909 501.0 68.8 268.6 12.82 244 4.73 769 769 1.000 0.17 14.3 2.0 7.7
123 22.0 2763.0 11318.0 514.5 71.0 1.840 283.51 0.00 44.87 60.97 5.386 36.34 36.34 71.0 84588.67 7.47 3844.9 3575.8 3087.2 0.0 488.6 33.0 76.0 12.0 5.617 496.3 66.4 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.991 529.3 70.8 272.3 12.64 240 4.71 758 758 1.000 0.17 14.6 2.0 7.5
124 24.0 2787.0 11121.0 463.4 72.0 1.862 283.13 0.00 45.34 60.89 5.395 36.29 36.29 71.0 92384.35 8.31 3849.3 3579.9 3085.7 0.0 494.2 33.0 76.0 12.0 5.617 505.1 60.8 234.0 0.300 5000 10.5 1.081 1.486 1.000 6.400 575.5 69.3 266.7 12.64 240 4.71 758 758 1.000 0.18 16.2 2.0 7.5
125 22.0 2809.0 11413.0 518.8 72.0 1.862 282.35 0.00 45.22 60.72 5.395 36.19 36.19 71.0 84598.51 7.41 3845.4 3576.2 3082.6 0.0 493.7 33.0 76.0 12.0 5.617 492.1 66.4 255.3 0.300 5000 10.5 1.081 1.486 1.000 5.916 518.3 69.9 268.9 12.64 240 4.71 758 758 1.000 0.17 14.5 2.0 7.5
126 24.0 2833.0 10945.0 456.0 72.0 1.862 282.05 0.00 45.17 60.66 5.395 36.15 36.15 72.0 93552.14 8.55 3898.0 3625.1 3124.7 0.0 500.4 33.0 76.0 12.0 5.617 513.2 60.0 234.0 0.300 5000 10.5 1.081 1.486 1.000 6.405 585.2 68.5 266.9 12.82 244 4.73 769 769 1.000 0.18 16.8 2.0 7.7
127 22.0Mais conteúdos dessa disciplina
Monitoramento de Vibração em Mineração- Impactos da Mineração de Areia
- Beneficiamento de Minérios de Ferro
- Importância da Caracterização Tecnológica
- Mineração de Manganês no Brasil
- Desmonte Hidráulico em Mineração
- Desenvolvimento de Holhymenia histrio (Fabr ) (Hemiptera Coreidae) em frutos de cinco genótipos de maracujazeiro (Passiflora spp )
- Custo adaptativo associado à resistência de Aphis gossypii Glover (Hemiptera Aphididae) ao inseticida carbosulfam
- J Barrento_Expressionismo Alemão_1976_Introdução
- Inibidores de amilase em híbridos de milho como fator de resistência a Sitophilus zeamais (Coleoptera Curculionidae)
- Exercicios para o Assoalho Pélvico
- OEM colonialismo de dados
- Mineração no Século XVIII
