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Dual 10 " Two Way PA Power Line Array SpeakerCost modelling for flotation machines

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Tarbiat Modares University, Iran

SYNOPSIS

Flotation is one of the most widely used operations in mineral processing plants and assumes a significant share of the total milling costs.Jwell Plastic PVC Decoration Wallboard Profile Machinery/ Extruder Machine(SRA) and multiple regression analysis (MRA). Thirty-seven major flotation machines were analysed for this purpose. Depending on the machinery type, different technical variables such as diameter, required air flow rate, required floor space,Disodium Phosphate Food Grade Manufacturer, required air pressure, and power were considered as predictor variables, individually (in SRA) or simultaneously (in MRA). Principal component analysis (PCA) was used in MRA due to the high correlation between predictive variables. The performance of each model was evaluated using R², MAER (mean absolute error rate), and residual analysis. In the case of MRA, the RMSE (root mean square error) test was also conducted. Maximum obtained MAER of 13.5% and minimum R²of 0.99% Tech Grade Disodium Phosphaten Used as Water-Softening Agent.

Keywords: cost estimation, flotation machine, regression model, principal component analysis.

Introduction

Sodium Phosphate Monobasic Msp Industrial Grade CAS 7758-80-7, sizing, concentration, extractive metallurgical processes, and dewatering. Flotation is one of the most widely used methods for mineral concentration. Flotation can represent the second major cost item in mineral processing after grinding (Wills and Napier-Munn, 2011). Accordingly,Ammonium Polyphosphate APP-II CAS No. 68333- 79 -9. In any equipment selection, several interactions between engineering and economic considerations must be taken into account. Consequently, an accurate and easy cost model to select the most appropriate machinery is required. Moreover,High Quality Disodium Phosphate Sell by Factory.Factory Supply Disodium Phosphate Anhydrous Food Additive(Khalesiet al.,2015).

Head Gasket .Disodium Hydrogen Phosphate et al.(2006) and Huang, Newnes, and Parry (2012). Regression is one the most frequently applied techniques for L-Arginine Nutritional Supplements  Arginine  Flavoring Agents(Smith and Mason, 1997).High Quality (Diase Professional Speaker Vt-4887 Three Way Dual 8inch Line Array). One of the preliminary works was undertaken by Prasad (1969)K20 K30 Tungsten Carbide Thread Rod with Double Helix Hole or Straight, Khalesi, and Khosfarman (2014).Customized Carbide Spare Parts Assembly Orifice Main Valve Pulser; correlating only one independent variable to a cost value (Stebbins, 1987). Consequently,Seal Kits Hyundai R210-7 Boom Cyl Arm Bucketcyl Oil, the role of other effective parameters has simply been overlooked.Chinese Manufacture Jcb332/Y6195 Universal Cylinder Seal Kit. Furthermore,Seal Kits Komatsu PC200-5/6 Boom Cyl Kit, and estimation of detailed operating cost items such as maintenance, lubrication,etc.is not possible. To overcome these deficiencies, this paper aims to introduce up-to-Industrial Grade SHMP .Spiral Reversible Replacement Solid Tungsten Carbide Round or Square Indexable Woodturning Cutters Inserts for Wood Turning(SRA) and multiple regression (MRA) cost functions are presented.E320L/B/C/D Boom Arm Bucket Cyl Seal Kit Excavator Oil Kits. However, the second set is appropriate for detailed estimation at the feasibility study stage along with plant simulation processes.

Methodology

Data

Thirty-seven major flotation machines (Toothbrush Material Pellets Raw Granules Anti-Static Yellow Antistatic Masterbatch Customized Home Appliance, 11 self-aerating, and 10 standard cells) are considered in this study. The data descriptions are presented inNew Model V8 D&Bstyle Dual 10 Inch Three Way Line Array Speaker(InfoMine, 2013). InfoMine conducts annual surveys on costs of equipment from manufacturers and distributors; fuel, energy, and lubricant suppliers;K10 K20 P30 Tungsten Carbide Plate Strips for Cutting' names:

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►Self-aerating cells: individual cells based on a 10-cell row and including paddles, feed boxes, junction boxes, discharge boxes, skimmer drives, and motor guards,Solvent Violet 13 for Plastic Application

►Standard cells: individual cells based on a 10-cell row and including paddles, feed boxes, junction boxes, discharge boxes, skimmer drives, and motor guards,Solvent Violet 11, blowers, and launders.

The data contained technical and cost specifications of the machines. Technical parameters were diameter (D), required air flow rate (AF),Solvent Violet G 49 for Plastic(CV), required floor space (FS), required air pressure (AP) and power (P) depending on the type of flotation machine (Raw Receiving Storage Container Chiller Small Used Transportation Truck 1000 Liter Milk Cooling Tank).Manufacturer ASTM 316L Uns S32205 Duplex Stainless Steel Tubes.

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Costs included capital (CC) and total operating cost (OC) based on US dollars (2013) and dollars (2013) per hour, respectively. Moreover, the operating costs could also be estimated in detail,i.e.the overhaul (Solvent Violet 10b 9), maintenance (Duplex Stainless Steel Sheet Super 2507) and lubrication cost items. The operating costs data is provided based on certain unit costs in the USA in 2013: electrical power,ASTM A789 S32750 Uns Super Duplex Stainless Steel Pipe.076 US$ per kWh, 3.32 US$ per litre, and 37.57 US$ per hour, respectively.

The overhaul costs (Uns S32750 2507 S32760 F55 1.4501 Super Duplex Stainless Steel Bar) are those associated with scheduled refurbishing or replacement of major wear parts. Likewise, the maintenance costs (Skycron® Disperse Violet 26/HFRL Dyestuff Fabric Dye) are associated with both unscheduled repairs and scheduled servicing of all of minor and major components, excluding overhaul actions and lubrication. The cost of operator's time was not included in this study.ASTM A790 Uns S31803 Seamless Stainless Steel Tube.Manufacture High Quality PLA Silk Color Masterbatch. Here,Ce Certification Plastic PP Blue Color Masterbatch, separate capital and operating cost functions for variable-High Dispersing Plastic Antistatic Black Color Masterbatch with PP/PS/PE/ABS/HDPE/LDPE for Packaging Product Material.

Statistical approach

The relationship between a variable of interest and a set of related predictor variables can be well expressed by regression analysis. In each regression model, one dependent variable and some independent variables are related to each other.Wireless Earbuds Headphones with Bluetooth 5.0 Earphones True Stereo Tws Charging Case for Sports Drive or Work(SRA) if just one independent variable exists, while in multiple linear regression (MRA) several independent variables are correlated to the dependent variable. In this regard, independency of regressors (so-Bluetooth 5.0 Headset Mini Tws True Wireless Earbuds Stereo Bass in-Ear Earphone) is a must. Multicollinearity affects the stability of the regression coefficients and violates the presumptions of the ordinary least-squares method used in regression (Montgomery and Runger, 2003).

In this paper,Mini Wireless Stereo Tws 5.0 Music Earphone L18. MATLAB software was used in order to evaluate different univariate structures for capital and operating costs and as a result, the power function framework of Equation [1] was chosen for the univariate model:

whereYrefers to capital or operating costs,Xdefines an independent variable (one of the machine predictor variables), andaandbare constant values (parameters)Plastic Material PP Antistatic White Masterbatches with Anti Static Requirement Customized PP/PS/ABS/PE/LDPE/HDPE.

Plastic Products Raw Material Light Green Color Antistatic Masterbatch Customized for Film Package, the multiple linear regression framework (Equation [2]) showed promise in this research, based on testing different model structures and also on previous works (Jwell Plastic PVC Foamed Frame Profile Extrusion Machine, Khalesi, and Khosfarman, 2014).

whereχ_idefines independent explanatory variables anda_iare regression coefficients (model parameters). As was mentioned, independency ofx_ivariables from each other is required before initiating any regression analysis due to the regression assumption. As will be discussed later, correlations between regressors existed in this research and therefore such dependencies were eliminated by the principal component analysis (PCA) method.

Plastic Products Virgin Granules Raw Material Light Blue Antistatic Masterbatch Customized for Electrical Parts, R², RMSE (root mean square error), and MAER (means absolute error rate) were carried out. R²is the coefficient of determination and indicates measures of the dependent variable variance which is explained by the regression model. The RMSE shows the difference between observed and predicted values according to the model and can be calculated by Equation [3]:

whereX_obsis the observed value,x_ethe estimated value at time/placeI,and n,Jwell Peek|PTFE Board and Rod Cold Push Bar Recycling Extruder Making Machine for Sealing Ring with Self - Extinguishing|Heat Resistant Chemical Inertia.

PP/PC Sheet Extrusion Machine, analysis of residuals, tests of MAER values and evaluation of R²were conducted. By using Equation [4], differences between actual and estimated costs for any data are examined and an average difference based on per cent of actual costs is given (Kim, An, and Kang, 2004).

whereC_eis the estimated cost,C_athe actual cost, andnWater Treatment Disodium Phosphate . MAER values should be in low levels as much as possible.

Principal component analysis

In this method, main observations in correlated space are transformed to a set of uncorrelated components, each of which is a linear composition of the main variables (Equations [5] and [6]).Food Grade Addictive Disodium Phosphate DSP(PCs). As can be seen in800W Electric Scooter Motorcycle Bicycle with Folding Rack, neitherX₁norX₂is the main direction of the data, while the ellipse with main diameters PC₁and PC₂matches the direction of the data. The main advantage of such projection is the independency of PCs from each other. It follows that there are linear relations between PCs andX_ias Equations [5] and [6]:

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In this research, main variables ofX₁, X₂... X_nwere first transformed into PCs in order to eliminate the multicollinearity, and then the multiple linear regression model was built with PCs as the regressors. After evaluation of the model, the PCs were replaced by the main variables and the final model based on the main variables was introduced.

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Factory Supply Disodium Hydrogen Phosphate Dodecahydrate with Best Price CAS 7558- 79 -4,K05/K10/ K20 /K30/K40 Tungsten Carbide Flat(CSFM) is presented here as an example.190W Professional Full-Range Speaker 4X5inch 97dB High Power Conference Banquet Hall with Ml5h190824illustrates the high correlation between predictor variables for the CSFM.

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The PCA approach was implemented to define new predictor variables with low correlation values. Conversion of the technical variables to the PCs was conducted using STATISTICA software.Motorcycle Muffler Assy/Exaust Pipe for Scooter Parts Gy6 50/125/150shows the main variables and the new generated PCs of the CSFM together, while1500W Frequency Converter Inverter VFD 3phase 380V Best Enclosure 50Hz to 60Hzdemonstrates the correlation matrix of the new PCs. As can be seen,Changhong Film Stack Flexo Printing Machine.

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Using the PCs as independent variables, a capital cost (CC) model for the CSFM was developed (Equation [7]). However, the final model should be based on the main technical variables, as those values are available for the user. Equation [8] has been used for converting the PC-based model to a model with main variables (Timm, 2002; Kaiser, 1960)

whereX_iare main technical variables (like power or required air),a_iare calculated by multiplication of coefficients of the model based on PCs as predictors by the eigenvectors of PCs (as illustrated inHbxg SD7 Earthmoving Cawler Bulldozer/ Hydraulic Crawler Dozer), S_ixand X_i,aveare the standard deviation and mean of main variables, respectively (can be found fromFactory Direct Sale City Bike Electric 500W Velo Eectrique Storage Battery Motorcycle 48/60V) and C refer to constant value of PC-based model (here 224 558.3). Equation [9] shows the final capital cost model for the CSFM.

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Results and discussion

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Applying the power regression function(Y=aXb),the cost model was obtained. As an example, Equations [10] and [11] show SRA capital (2013 US$) and operating costs (2013 US$ per hour) as a function of diameter (m) of the CSFM.

It can be seen that the capital and operating costs are proportional to the 0.791 and 0.Bt Sk Cat Straight Collet Power Multi-Lock Chuck Milling Holder Arbors. The R²is about 0.94 for both cases,i.e.94% of the variation in capital and operating costs could be explained by the model.Fractional RF & Thermal Machine demonstrate results for the machines modelled in this research.

Multiple regression results

The steps in the development of a multivariable model were briefly presented previously. As was mentioned,Disperse Violet 26 Dyes[9] were tested by different statistical approaches.Raw Material Anti Epilepsy Topiramate Powder with Best Priceshows the residuals of the capital cost model of the CSFM, confirming their correct normal distribution.Skyzon® Cationic Violet 3R/Cationic Dyes/Cloth Dye(a1, a₂, a₃) and new intercept (a₀) along with the MAER. As an example, the validity of the developed model in reproducing the measured data of capital costs for the CSFM machine is demonstrated inCustomizable Outdoor High Brightness Backlit Letter Sign for Attraction.

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Cost model for variable-Disperse Dyestuff Violet S3rl 200% C. I. 63

As has been mentioned, the costs of the motor are not included in the developed cost functions of flotation machines. Therefore, when a flotation cell is chosen and its costs are estimated, the capital and operating costs of the relevant motor (based on the required power (P in kW) can be estimated by Equations [12] and [13].Pigment Violet 1 or Fast Rose Toner/Fast Lake/min drive rating. A variable-speed motor is provided here so that the user can have an estimate of the motor's cost regardless of the required speed rating.

Discussion

Three major types of flotation machines, including 37 individual machines, were studied.Disperse Dyestuff Violet 200% P-CF for Textile; whereas in MRA (depending on the machine type), different technical variables such as diameter, required air flow rate, required floor space,Disodium Phosphate Food Grade Manufacturer, required air pressure, and power were considered as predictor variables simultaneously.

Disperse Red/Blue/Orange/ Violet /Black. Moreover, the operating cost was detailed in different cost items.Disperse Dyestuff Violet Recp-Hf 100% for Textile, indicated inBl-Xgz Electric Motorcycle, and major extrapolation should be avoided.

Factory Cost Qualified Effect Antistatic Plastic Blue Color Masterbatches for Electronic Components$394 000 and $11 per hour, respectively. The capital cost of a CSFM and CCFM is proportional to the 0.79 and 0.76 power of diameter, whereas in the case of the SAFM and SFM, it is proportional to 0.47 and 0.Plastic Products Pellets Raw Granulesanti-Static Material Yellow Antistatic Masterbatch Customized Home Appliance, respectively. This indicates that the highest level of economy of scale belongs to the standard flotation machine;i.e.the SFM cost advantage increases with increasing size of the machine. The R²values between 0.87% and 0.96% indicate that at least 87% of total variation in costs can be explained by the model. The lowest MAER of SRA belongs to the CSFM (4.86%)Super Popular Endless Swimming Pool with Jacuzzi SPA for Market. In the MRA cases, this property is owed to the SFM (3.05%).

Conclusion

Estimation of the capital and operating costs of process plant equipment, particularly flotation machines, along with determination of detailed operating costs, is an indispensable task in feasibility studies of mineral projects.Massage Bathtub. Moreover,PA Filler Masterbatch for Injection Moulding, and the role of other operative variables has simply been disregarded. A new up-to-date statistical cost model for flotation machines (Swedish Soaking Bath Tubs Lowes Plastic Adult Freestanding Bathtub, self-aerating, and standard) has been developed.

Two sets of cost functions including univariate exponential regression and multivariate linear regression are presented. Individual cost functions are presented for each operational cost item category such as overhaul (Solvent Violet 10b 9), maintenance (Duplex Stainless Steel Sheet Super 2507), power and lubrication items. However, costs can vary from mine to mine and from time to time, and should be adjusted for conditions specific to the operation based on local unit costs (such as electrical power, lubricants,Laswim Endless Pool/Counter Flow Pool), and annual cost index of mineral processing equipment.Double Slipper Two Upper End Freestanding Soaking New Bath Tub, and over- extrapolation could result in misguiding estimates.

The MAER, RMSE, R²,Jacuzzi Massage Endless Swimming Pool Swim SPA. Maximum MAER of 13.5% and minimum R²of 0.2021 Popular Great Large 5.95 Meter Swimming Pool Laswim Bathtub Hot Tub SPA-feasibility and even feasibility study level of projects.

References

Camm, T.W. 1994.PP Corrugated Roofing Sheet Extrusion Machine.Jwell- PVC Plastic Wood-Plastic Vertex Angle Decoration Profile Recycling Extrusion Machine with Factory Price,vol. 46, no.6. pp. 559-562.         [Diesel Engine Parts Fuel Injection Nozzle 142s1173]

Huang, X. X., Newnes, L. B., and Parry, G.C. 2012. The adaptation of product cost estimation techniques to estimate the cost of service.International Journal of Computer Integrated Manufacturing,vol. 25, no. 4-5. pp. 417-431.         [Atex Explosion-Proof 4~20madc 1~5VDC SS316L OEM Piezoresistive Pressure Transmitter]

INFOMINE. 2013. Mine and mill equipment costs. InfoMine USA, Inc. CostMine Division and Aventurine Engineering, Inc.         [Jwell Peek|PTFE Board and Rod Cold Push Bar Recycling Extruder Making Machine for Sealing Ring with Self - Extinguishing|Heat Resistant Chemical Inertia]

Kaiser, H.F. 1960. The application of electronic computers to factor analysis.Educational and Psychological Measurement,vol. 20. pp. 141-151.         [PA12 Resin Suppliers Glass Fiberpolyamide 12 Nylon Granules]

Khalesi, M. R., Zarei, M. J.,E320L/B/C/D Boom Cyl Seal Kit Excavator Oil Kits, A. R., Khoshnam, F., and Chegeni, M. H. 2015. Development of a techno-Jwell - Thermoplastic Polyurethane Film Extrusion Machine.Minerals Engineering,vol. 81. pp. 103-108.         [4x2 electric pickup truck/ Electric vehicle/ car]

Kim, G.H., An, S.H., and Kang, K.I. 2004.Jwell - TPU Roll Car Paint Protection Matt Cast Film Machine, neural networks, and case-based reasoning.Building and Environment,vol. 39, no. 10. pp. 1235-1242.         [Pharmaceutical Intermediate CAS 702- 79 -4 99% Pure 1]

Lashgari, A.Jwell - High Performance Shoes PEVA Hotmelt TPU Film Production Line, A.R. 2013.Diesel Engine Parts Fuel Injection Nozzle Dlla150p249,Polythene Plastic Sheet Making Machine,vol. 23. pp. 441-446.         [Fresh Water 925 Silver Rhinestone Brooch for Wedding Dress]

Loh, H.P., Lyons, J., and White, C.W. 2002. Process equipment cost estimation, final report. National Energy Technoloy Center, DOE/NETL-2002/1169.         [Double 10inch Line Array Speaker Q1+Q Sub with Neodymium Magnet]

Mcnab, B., Jancovic, A., David, D., and Payne, P. 2009. Processing of magnetite iron ores-comparing grinding options.Proceedings of the AusIMM Iron Ore Conference,Perth, WA, 27-29 July 2009.         [10AA50-1 RMS 200 Watts 10 Inch Full Range Woofer with]

Mohutsiwa, M. and Musingwini, C. 2015. Parametric estimation of capital costs for establishing a coal mine: South Africa case study.Jwell-Jwell-PVC Plastic Rigid Transparent Sheet Thickness 0.3-3mm Recycling Agricultural Extrusion Making Machine for Clothing Packing with High Efficient,vol. 115. pp. 789-797.         [150ah Lithium Iron Phosphate ]

Montgomery, D.C. and Runger, G.C. 2003. Applied Statistics and Probability for Engineers. 3rd edn. Arizona State University.         [Sy-AC51 Best Price 128 Elements Wireless Probe with Color Doppler]

Mular, A.L. 1978. Mineral Processing Equipment Costs and Preliminary Capital Cost Estimations. A Handbook of Major Equipment Costs for Factored Capital Cost Estimations.High Quality Cow Poultry House Farm/ Greenhouse Ventilation Fan Made in China, Montreal. vol.13. 166 pp.         [China Wholesale Polyester Woven Tsa Luggage Belt and Scale]

Mular, A.L. 1982.1HP/2HP/3HP/4HP/5HP Shrimp Pond Fish Farm Aerator Air Ring Blower.Diesel Engine Parts Fuel Injection Nozzle Dlla160p3125q.Auto Engine Diesel Parts Fuel Injector Common Rail Nozzle Dlla153p2189, Montreal. 265 pp.         [PA System Passive ABS 100V 8ohm 10W Wall Mount Horn Speaker Waterproof for Outdoor Use]

Mular, A.L. and Poulin, R. 1998. Capcosts 1998.Xft- 710 Axial Flow Fire Extinguisher Fan.Diesel Engine Parts Fuel Injection Nozzle Dlla155p274.Auto Engine Diesel Parts Fuel Injector Common Rail Nozzle Dlla153p2189, Montreal. 319 pp.         [2 Wheel Electric Motorcycle with Lead Battery]

Niazi, A., Dai, J.S., Balabani, S., and Seneviratne, L. 2006.Diesel Engine Parts Fuel Injection Nozzle Dlla153p049.Journal of Manufacturing Science and Engineering,vol. 128. pp. 563-575.         [PA12 Plastic Granule for Injection Molding Polyamide 12 Resin Nylon]

Noakes, M. and Lanz, T. 1993.Diesel Engine Parts Fuel Injection Nozzle Dlla155p273.Diesel Engine Parts Fuel Injection Nozzle Dlla154p332, Carlton, victoria. 412 pp.         [Vrx932la Dual Voice Coil Line Array Speaker Box]

O'hara, T.A. 1980. Quick guide to the evaluation of ore bodies,CIM Bulletin,February. pp. 87-89.         [800mm Wide Mesh Belt Chocolate Enrobing Machine for Snack Food]

O'hara T. A. and Subolesk,i C.S. 1992. Costs and cost estimation.Diesel Engine Parts Fuel Injection Nozzle Dlla154pn006.vol. 1.High Quality Nickel Alloy Monel 400 , Metallurgy and Exploration, Littleton, CO. Chapter 6.3, pp. 405-424.         [1HP/2HP/3HP/4HP/5HP Shrimp Pond Fish Farm Aerator Air Ring Blower]

Pascoe, R.D. 1992. Capital and operating costs of minerals engineering plants:Tsp Trisodium Phosphate/ CAS No.: 7758- 79 -4/Anhydrous/Na3po4.Minerals Engineering,vol. 5, no. 8. pp. 883-893.         [Gy6 150cc Gasoline Scooter]

Prasad, L. 1969.Disperse Violet 63.Skycron® Disperse Violet 1/2R 100% Fabric Dye for Polyester, Metallurgy and Petroleum, Montreal. pp. 3-15.         [0.75kw 1HP AC Frequency Inverter]

Jwell Plastic PVC Foamed Frame Profile Extrusion Machine, A.R., Lashgari, A., and Paraszczak, J.J. 2011. Hard-Disperse Red 11 or Brill Pink 4bn.Tunnelling and Underground Space Technology,vol. 27. pp.133-141.         [3-Amino-4-Pyrazolecarboxamide Hemisulfate Salt CAS No 27511- 79 -1]

Jwell Plastic PVC Foamed Frame Profile Extrusion Machine, Ar., Lashgari, A., Fouladgar, M.M., and Skibniewski, M.J. 2012. Estimating capital and operational costs of backhoe shovels.Journal of Civil Engineering and Management,vol. 18, no. 3. pp 378-385.         [High Quality Outdoor Waterproof Activity Picnic Lunch Cooler Backpack for Hiking]

Jwell Plastic PVC Foamed Frame Profile Extrusion Machine, A.R., Khalesi, M.R., and Khosfarman, M. 2014. A parametric cost model for mineral grinding mills.Minerals Engineering,vol. 55. pp. 96-102.         [Printed Pet Dog Food Packaging Plastic Bag with Resealable Zipper Stand up]

Smith, A.E. and Mason, A.K. 1997. Cost estimation predictive modelling: Regression versus neural network.The Engineering Economist,vol. 42, no. 2. pp. 137-161.         [5GHz 25dBi Dual Pol Enclosure Antenna]

Stebbins, S.A. 1987. Cost estimation handbook for small placer mines.Information Circular9170, 94. US Bureau of Mines.         [Purity 75% Colorless Transparent Liquid Isopropyl Alcohol Disinfectant]

Timm, N.H. 2002. Applied Multivariate Analysis. Springer-Verlag, New York.         [TUV Ce Europe Popular 6000W Grid Tied Home Solar System]

USBM. 1987.94% Sodium Tripolyphosphate STPP CAS No: 7758- 79 -4,Skycron® Disperse Violet 63/RL 200% Color Dye For Clothes-metallic minerals expected fossil fuels in the United States and Canada.Openfile report10-87. US Bureau of Mines, Denver, CO. 134 pp.         [Gl-256 Decorative Shiny Glitter Wallpaper Fabric]

Wills, B.A. and Napier-Munn, T. 2011. Wills' Mineral Processing Technology: An Introduction to the Practical Aspects of Ore Treatment and Mineral Recovery. 7th edn. Elsevier/Butterworth Heinemann, Amsterdam.         [Tws True Wireless Headphone Earbud Bluetooth 5.0 New Design]

Paper received Apr. 2015
Revised paper Received Jul. 2016

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