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This paper focuses on improving the standard form of the classical simulated annealing algorithm (CSAA). A novel method of improving the performance of CSAA by the variable universe adaptive fuzzy logic system (VUAFLS) is studied. We develop the VUAFLS to adjust the annealing temperature, which is a very important parameter governing the performance of CSAA, and this algorithm is named VUAFLS-CSAA...
The pressure system of gas collectors of coke oven is a multivariable non-linear process. A new model of the fuzzy control using the genetic algorithm for the pressure system of gas collectors of coke oven is proposed in this paper. The improved genetic algorithm is an on-line technique and is used to optimize the parameters of the fuzzy controller and to eliminate coupling of the pressure between...
Based on the analysis of dynamic characteristics of the drum water level, a control strategy of self-adjusting PID fuzzy control of the drum water level in a CFB boiler is presented in this paper. Compared the effectiveness of self-adjusting PID fuzzy control with the general PID on the model of the drum water level in a CFB boiler and the simulation results show that the scheme provides the control...
The pressure system of gas collectors of coke oven is a multivariable non-linear process. An internal model control using neural networks for the pressure system of gas collectors of coke oven is presented in this paper. The neural model of the system is identified by the genetic algorithm. Another neural network is trained to learn the inverse dynamics of the system so that it can be used as a nonlinear...
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