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"Model Predictive Thrust Control for Linear Induction Machine: A Fuzzy " by Lei Tang, Wei Xu et al.

Model predictive thrust control (MPTC) is one of the most effective approaches for linear induction machine (LIM) drive system. It can achieve the optimization of multiple objectives with suitable weighting factors, such as low ripples and fast dynamic performance. Due to the longitudinal end effect, the selection of weighting factor becomes particularly important in LIM. However, the process of tuning the weighting factors in the objective function is very long and tedious. In this paper, a dynamic fuzzy MPTC approach is proposed to solve the multi-objective problem for minimizing the flux and thrust ripples. Based on the fuzzy optimization technique, the tuning process of weighting factors can be transformed into a discrete membership function. A “max-min” objective function of voltage vectors is employed to select a more balanced switch combination on the Pareto optimal-frontier for LIM. Furthermore, this approach can adapt to different operating conditions by adjusting objectiv ....

Fuzzy Optimization , Inear Induction Machine Lim , Odel Predictive Thrust Control Mptc , Optimization Methods , Weighting Factors ,

"Stochastic Programming Based Objective Function Optimization for Predi" by Lei Tang, Wei Xu et al.

Model predictive thrust control (MPTC) is one of the most effective approaches for linear induction motor (LIM) drive system. It can achieve the optimization of multiple objectives. However, the process of tuning the weighting factors in the objective function is the main drawback of MPTC. It greatly increases the computation burden. In this paper, the tuning process of weighting factors is regarded as a random sampling process. Then, a novel weighting factor optimization method based on the stochastic programming technique is proposed to select the suitable control action for LIM. It will optimize with flux and thrust together to avoid the adjustment of weighting factor. In this paper, the optimal model can be solved by Monte Carlo simulation. At last, the simulation results have shown better dynamic and steady state performance of the proposed method. ....

Monte Carlo , Fuzzy Optimization , Inear Induction Machine Lim , Odel Predictive Control Mpc , Stochastic Programming , Weighting Factors ,

Waltz: Use data to weigh school spending | Vermont Business Magazine

Waltz: Use data to weigh school spending | Vermont Business Magazine
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