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A D-optimal design was applied to setup statistically verified models for catalytic activity (XCH4,XCO2), selectivity (H2/CO molar ratio) and stability (coke resistance) as function of the selected input factors, viz. the amount of active element and amount of promoters.
For simplicity, the selected input membership functions are trapezoidal.
The results indicated that the selected input parameters and its interactions significantly influenced the MRR.
The selected input parameters were found to be sufficient for prediction of thermal properties.
For simplicity, the selected input membership functions are trapezoidal, triangular or constant.
Three ANN training algorithms are also compared with each other for the selected input vector.
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In addition, MBFIPS ELM allows for the determination of the relative importance of the selected inputs.
The selected inputs are chosen to be gasification agent dictated by two parameters namely, air to steam ratio (ASTR) and modified equivalence ratio (ERm), average current density, the fuel utilization factor, air ratio and SOFC inlet temperature.
The resulting B-MHCC includes the expert-based structure of all the selected inputs and outputs (I/O) in each small health area (the decision making unit or DMU in this case).
To select the parameter ranges for which spheroids of cells develop into networks, we studied one-dimensional parameter sweeps of the four selected input parameters for the compactness and lacuna count (Fig. 2).
The main research questions and key variables were derived from the literature with selected input from the funder (MOHLTC).
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