小波控制器在混合动力汽车蓄电池系统中的实现

M. A. Khan, M. Hinchey, M. Rahman
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引用次数: 3

摘要

提出了一种基于小波变换的多分辨率比例积分导数(MRPID)控制器,用于混合动力汽车蓄电池系统环境空气温度控制。在本文提出的MRPID控制器中,采用离散小波变换(DWT)将电池储能系统环境空气实际温度与设定温度之间的误差分解为不同尺度下的不同频率分量。温度误差的小波变换系数在不同尺度的DWT添加适当比例的收益和在一起生成控制信号MRPID控制器的电池存储系统。通过仿真和实验研究了所提出的小波控制器在电池储能系统不同运行条件下的性能。采用数字信号处理器ds1102实现了工艺热系统PT326的实时小波控制器。通过仿真和实验,将所提出的电池储能热系统的性能与固定增益比例积分导数(PID)控制器和基于自适应神经网络控制器的热系统进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementation of Wavelet Controller for Battery Storage System of Hybrid Electric Vehicle
This paper presents the development and implementation of a wavelet based multiresolution proportional integral derivate (MRPID) controller for the temperature control of ambient air of battery storage system of hybrid electric vehicle. In the proposed MRPID controller, the discrete wavelet transform (DWT) is used to decompose the error between actual and set temperatures of ambient air of the battery storage system into different frequency components at various scales. The wavelet transformed coefficients of the temperature error at different scales of the DWT are scaled by the suitable gains and are added together to generate the control signal of the MRPID controller for the battery storage system. The performances of the proposed wavelet controller are investigated in simulation and experiments for different operating conditions of the battery storage system. The proposed wavelet controller is implemented in real time for the process thermal system PT326 using the digital signal processor board ds1102. The performances of the proposed thermal system for the battery storage are compared with the fixed gain proportional integral derivative (PID) controller and the adaptive neural network controller based thermal systems in simulation and experiments.
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