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作 者:Ll Shaoyong WANG Duo HAN Xilian CHENG Kang ZHChunrun 李绍勇;王铎;韩喜莲;程康;赵春润(School of Civil Engineering,Lanzhou University of Technology,Lanzhou 730050,China)
机构地区:[1]School of Civil Engineering,Lanzhou University of Technology,Lanzhou 730050,China
出 处:《Journal of Shanghai Jiaotong university(Science)》2021年第2期186-192,共7页上海交通大学学报(英文版)
基 金:the National Natural Science Foundation of China(Nos.61364004 and 51808275);the Chinese Scholars to Study Overseas Sponsored by ChinaScholarship Council Foundation(No.201408625045);the Doctoral Research Funds of Lanzhou University of Technology(No.04-237);the Alumni Foundation Civil Engineering 77,Lanzhou University of Technology(No.TM-QK1301)。
摘 要:The traditional integer order PID controller manipulates the air-conditioning fan coil unit(FCU)that offers cooliug and heatins loads to each air-conditioning room in summer and winter,respectivelv.In order to maintain a steady indoor temperature in summer and winter,the control quality cannot meet the related requirements of air-conditioning automation,such as large overshoot,large steady state error.long regulating time,etc.In view of these factors,this paper develops a fractional order PID controller to deal with such problem associated with FCU.Then,by varving mutation factor and crossover rate of basic differential evolution algorithmadaptivelv,a modified differential evolution algorithm(MDEA)is designed to tune the satisfactory values of five parameters of indoor temperature fractional order PID controller.This fractional order PID coutrol system is configured and the corresponding mumerical simulation is conducted by means of MATLAB software.The results indicate that the proposed fractional order PID control svstem and MDEA are reliable and the related control performance indexes meet with the related requirements of comfortable air-conditioning design and control criteria.
关 键 词:air-conditioning fan coil unit(FCU) fractional order PID control modified differential evolution algorithm(MDEA) auto-tuning parameters of controller
分 类 号:TU831.5[建筑科学—供热、供燃气、通风及空调工程]
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