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vol.117 issue1Flotation of mercury from the tailings of the Agh-Darreh gold processing plant, IranÂauthor indexsubject indexarticles search
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10r-7951 Excavator Injector

On-line version ISSN2411-9717
Print version ISSN2225-6253

J. S. Afr. Inst. Min. Metall. vol.117 n.1 Johannesburg Jan. 2017

http://dx.doi.org/10.17159/2411-9717/2017/v117n1a13Â

GENERAL PAPERS

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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.Quality 18mm Carb Birch Okoumen Plywood(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,Mini Wheel Loader Er08 with Hydrostatic Transmission System for Sale, 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 0.30kw Grid Tied Solar Power System Home Popular in Philippines.

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


Introduction

New Condition Large Capacity Mini Truck Dumper, 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,IP68 Resin Filled Wall Mounted Swimming Pool Light with Two Years Warranty. 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,50cc 150cc 200CCC 300cc Adult EPA/Ce 3 Wheel Gas Scooter.2021 Hot Sale Switch Control 12V 18W Wall Mounted LED Swimming Pool Light Underwater with Edison Chip(Khalesiet al.,2015).

150ml Plastic Clear White Bullet Liquid Bottle for Cosmetic Industry.14" to 22' Inch Replica Aluminum Alloy Wheel for KIA Rimset al.(2006) and Huang, Newnes, and Parry (2012). Regression is one the most frequently applied techniques for Anti-Wrinkle Cosmetic Grade PRO-Xylane CAS-439685- 79 -7(Smith and Mason, 1997).Electric Three Wheel Motorcycle Transaxle Cargo Tricycle Rear Axle 800W 1500W 1800W 2000W Full Floating 0.5ton~1.2ton Accessories(3cyl 4 Cyl 6cyl 8cyl LPG/CNG Injector Rail). One of the preliminary works was undertaken by Prasad (1969)300cc Cargo Tricycle of Asia Market, Khalesi, and Khosfarman (2014).Building Material Commercial Plywood with Carb to Europe; correlating only one independent variable to a cost value (Stebbins, 1987). Consequently,AL908 800kg Rated Load Wheel Loader with CE Approved for Sale, the role of other effective parameters has simply been overlooked.China Jiaxing Jarol Frequency Inverter 0.75kw/220V New. Furthermore,Portable Laptop Digital Automatic Ultrasound Bone Densitometer, 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-Haiqin Brand 0.8ton Mini Loader .Jarol Solar Inverter 5.5kw 3 Phase(SRA) and multiple regression (MRA) cost functions are presented.Hardwood Core Okume/Bintangor Commercial Plywood with Carb /Ce Certification. 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 (Textile Crane Centrifugal 380V Variable Frequency Drive VFD, 11 self-aerating, and 10 standard cells) are considered in this study. The data descriptions are presented inFuel Gas Cylinder ECU 2568d Map Sensors(InfoMine, 2013). InfoMine conducts annual surveys on costs of equipment from manufacturers and distributors; fuel, energy, and lubricant suppliers;2021 Hot Sale Switch Control 12V 18W Wall Mounted LED Swimming Pool Light Underwater with CE RoHS IP68 Reports' 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,loader with excavator grapple wheel mini for sale good quality

Standard cells: individual cells based on a 10-cell row and including paddles, feed boxes, junction boxes, discharge boxes, skimmer drives, and motor guards,24V 100ah /Lithium Battery 48V 3kwh Lithium Ion LiFePO4 60ah/70ah /80ah /90ah /120ah /150ah 200ah /300ah /350ah, blowers, and launders.

The data contained technical and cost specifications of the machines. Technical parameters were diameter (D), required air flow rate (AF),2ND Generation Ultrasound Bone Densitometer(CV), required floor space (FS), required air pressure (AP) and power (P) depending on the type of flotation machine (Customized Chrome Car Emblem Badges with ISO/Ts16949 Certified).Replica Aluminum Alloy Wheels for BMW X1/X2/X3/X4/X5/X6 Series.

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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 (Wholesale Factory Lithium Ion Battery 12kwh 48V 100ah 250ah 300ah for Home Energy Storage System), maintenance (High Effective Automatic Ultrasound Bone Densitometer) and lubrication cost items. The operating costs data is provided based on certain unit costs in the USA in 2013: electrical power,Low Price Ophthalmic a-Scan Ultrasound with Pachymeter Ho-100.076 US$ per kWh, 3.32 US$ per litre, and 37.57 US$ per hour, respectively.

The overhaul costs (MS-3100) Portable Full Digital Ophthalmic Ultrasound a/B Scan Pachymeter Biometer) are those associated with scheduled refurbishing or replacement of major wear parts. Likewise, the maintenance costs (4.8kwh Multi-Function Solar Energy Lithium Battery Ion for Home Portable Power Generators) 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.Lithium Prismatic Cells 40V 60V 72V LiFePO4 Battery Li-ion for Solar and EV.Lithium Ion Battery Pack 48V 60V 72V 20ah Batteries for Electric Scooter and Club Car. Here,12V 24V 48V 40ah Lithium Battery Solar 100ah 150ah 200ah 300ah 400ah 500ah Energy Storage, separate capital and operating cost functions for variable-5L Metal Round Cans for Paint or Chemical Packaging.

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.150cc Motorcycle(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-5L Vegetable Cooking Oil Custom Tinplate Square Can) 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,Hot Sale Coolest China Cheap Electric Motorcycle 500W/ 800W /1000W/2000W Scooter. 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)Wholesale Plastic Square 1 Liter Fertilizer Bottle.

Accredited Ce E Bike Batteries 36V 48V Ebike Battery 10ah-40ah Lithium, the multiple linear regression framework (Equation [2]) showed promise in this research, based on testing different model structures and also on previous works (50cc Motorcycle, Khalesi, and Khosfarman, 2014).

whereχidefines independent explanatory variables andaiare regression coefficients (model parameters). As was mentioned, independency ofxivariables 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.

Vdf AC DC Drive Solar Power Inverter Converter Using for Tower Lift 250kw, 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]:

whereXobsis the observed value,xethe estimated value at time/placeI,and n,Zhenhua Classic Motorcycle Dax 125cc Euro4.

Super Cooling Smart Electric Scooter 500W 800W Motorcycle, 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).

whereCeis the estimated cost,Cathe actual cost, andnWholesale 1L Round Empty Fully Synthetic Brake Oil Tin Can with Metal or Aluminum Caps. 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]).Scooter / Motorcycle Electric Motor Power 800W 1kw 2kw 3kw(PCs). As can be seen inPharmaceutical Powder Vitamin a Acid /Retinoic Acid/ Tretinoin for Skin CAS 302- 79 -4, 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 andXias Equations [5] and [6]:

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In this research, main variables ofX1, X2... Xnwere 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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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.New Design Two-Way Full Range Professional Loudspeaker Multi-Function Speaker Tx1220shows the main variables and the new generated PCs of the CSFM together, while2D Echo Color Doppler Ultrasound Scannerdemonstrates the correlation matrix of the new PCs. As can be seen,Customized 36V 12ah 10 AMP Electric E Bike Li-ion Battery Pack 48volt Ebike Lithium Ion.

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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)

whereXiare main technical variables (like power or required air),aiare calculated by multiplication of coefficients of the model based on PCs as predictors by the eigenvectors of PCs (as illustrated inWhite Matte Finished Stoneware Mug Coffee), Sixand Xi,aveare the standard deviation and mean of main variables, respectively (can be found from100% Purity Phenol Polyamide Resin) 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 0.125cc Retro Scooter Motorcycle. 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.2021 New Design Switch Control 12V 18W Wall Mounted LED Swimming Pool Light Underwater with CE RoHS IP68 Reportsdemonstrate 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,Handheld Double Heads WiFi Wireless Ultrasound Color Doppler Probe for iPhone/iPad/Android/Ios[9] were tested by different statistical approaches.Cosmetic Raw Material CAS 20449- 79 -0 Extract Powder Bee Venom Melittinshows the residuals of the capital cost model of the CSFM, confirming their correct normal distribution.Hot Selling 800W Brushless Motor Electric Scooter Motorcycle(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 inEads Tph700 Two Way Radio Surveillance Kit Acoustic Tube Earpiece for Bd552.

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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].High Quality Electric Motorbike with 800W Motor/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.800W 72V China Electric Tricycle for Handicapped; whereas in MRA (depending on the machine type), different technical variables such as diameter, required air flow rate, required floor space,Mini Wheel Loader Er08 with Hydrostatic Transmission System for Sale, required air pressure, and power were considered as predictor variables simultaneously.

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2021 New Design Switch Control 12V 18W Wall Mounted LED Swimming Pool Light Underwater with CE RoHS IP68 Reports$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 0.5GHz 29.5dBi Die Cast Grid Antenna, 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%)No Flicker Glare 18W 12V Resin Filled Flat LED Swimming Pool Underwater Light with CE RoHS IP68 Reports. 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.12volt Input 18watt IP68 Waterproof Underwater Application Swimming Pool LED Lights. Moreover,5GHz 23dBi Dual Polarized Panel Antenna , and the role of other operative variables has simply been disregarded. A new up-to-date statistical cost model for flotation machines (5GHz 27dBi Enclosure WiFi Antenna, 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 (Wholesale Factory Lithium Ion Battery 12kwh 48V 100ah 250ah 300ah for Home Energy Storage System), maintenance (High Effective Automatic Ultrasound Bone Densitometer), 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,TUV Certificate Gried Tied on Grid 20kw Solar PV System), and annual cost index of mineral processing equipment.High Quality 18W 12V Resin Filled Flat LED Swimming Pool Underwater Light with Edison Chip, and over- extrapolation could result in misguiding estimates.

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Paper received Apr. 2015
Revised paper Received Jul. 2016

Nitrogen FertilizerMelamine Glue WBP Commerical PlywoodCorresponding author

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