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The influences of three major parameters, generator, condenser and evaporator temperatures, on ejector efficiency and coefficient of performance are discussed.
Using the PSO-DT method resulted in higher model efficiency and coefficient of determination (R2) than the MLR approach.
The ANFIS method resulted in higher model efficiency and coefficient of determination (R2 = 0.91) than MLR approach (R2 = 0.74).
The results demonstrate that all decision parameters except the number of thermocouples optimize exergy efficiency and coefficient of performance of the TEHP.
The performance of the model during calibration and validation is evaluated by performance indices such as root mean square error (RMSE), model efficiency and coefficient of correlation (R).
PCR efficiency and coefficient of determination (R) values were calculated by the software Rotor Gene Q Series and Mx3005Pro, respectively.
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An experimental apparatus was built to measure the compressor efficiencies and coefficient of performance (COP) of a refrigeration system with the linear compressor, using R134a.
Prediction results with a network architecture of 8 10 1 and a spread σ = 3.0 produced the lowest error measures (MSE, RMSE, MAE), highest coefficient of efficiency (CE) and coefficient of determination (R2).
The wavelet coupled MARS and MT models were compared with their simple counterpart using standard statistical performance evaluation measures such as Root Mean Square Error (RMSE), Normalized Nash-Sutcliffe Efficiency (NNSE) and Coefficient of Determination (R2).
The methodology described in this work is appropriate for the evaluation of the efficiency and coefficient determination of EC environment.
The impacts of concentrator type and concentration ratio on system efficiency, operating temperature and coefficient of performance (COP) are analysed in detail.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com