The dynamic model containing the main working conditions and structural parameters is established based on dynamic theory of rolling bearing.
The model for all three objectives of energy consumption, cutting force, processing time and their relationships with machining parameters is established based on theoretical analysis, experiment design, and statistical regression to obtain Pareto fronts.
The optimal operation parameters are established based on phantom studies.
Parameters for amperometric measurements were established based on cyclic voltammetric responses i.e., in stationary conditions, the applied potential was settled at +0.7 V vs. Ag/AgCl.
The optimum parameters of the epoxidation process were established based on the analyses of the layer drawings.
The tests on the independent test datasets was performed using the model trained on the corresponding training dataset using the parameters and feature sets that were established based on the cross-validation.
New models of the hydrochar properties of corn stalk, longan Shell and NaOH-pretreated longan Shell were established based on severity parameter (combined time and temperature) and dose-response function.
Final cut-offs were established based on the "gate" scores.
The main contributions of this work can be summarized as follows: (1) The relationship between optical flow, stereo depth, and camera ego-motion parameters has been established based on Waxman and Duncan's theoretical model.
Basic rules of thumb correlating the product molecular weights with the governing process parameters have been established based on simulations applicable to either plug flow or well-stirred batch reactors.
