赵天怡

个人信息Personal Information

副教授

博士生导师

硕士生导师

主要任职:Deputy Director, Department of Civil Engineering, Dalian University of Technology

其他任职:APEC Energy Working Group Member, Member of APEC Expert Group on Energy Efficiency and Conservation (EGEE&C)

性别:男

毕业院校:哈尔滨工业大学

学位:博士

所在单位:土木工程系

学科:供热、供燃气、通风及空调工程

办公地点:厚兴楼417房间

联系方式:0411-84707734

电子邮箱:zhaotianyi@dlut.edu.cn

扫描关注

论文成果

当前位置: 中文主页 >> 科学研究 >> 论文成果

Rule-based fuzzy control method for static pressure reset using improved Mamdani model in VAV systems

点击次数:

论文类型:期刊论文

发表时间:2019-03-01

发表刊物:JOURNAL OF BUILDING ENGINEERING

收录刊物:SCIE、Scopus

卷号:22

页面范围:192-199

ISSN号:2352-7102

关键字:Building energy saving; VAV system; Static pressure reset; Fuzzy control; Control rules

摘要:In variable air volume air(VAV) conditioning systems, conventional methods for static pressure reset depends on accurate mathematics models which are often difficult to be built. On the contrary, controls, which are based on a series of control rules derived from the operating and commissioning experience, have the capacity to achieve better effects. A rule-based fuzzy control method (RBFCM) for static pressure reset is proposed using improved Mamdani model and functioning fuzzy subset inference method, which reflects the physical characteristics of the controlled object and is convenient for the engineers to understand and use. The development and implementation of the proposed RBFCM are necessary to demonstrate in detail. Through comparative experiments, the proposed RBFCM is compared with the conventional fixed-step method and itself with different actual domain in a control experiment platform for the VAV air conditioning system. Experimental results indicate that the proposed RBFCM has better control performances and outstanding energy-saving potential if the actual domain can be selected reasonably. A minimum of 33% energy saving rate of the proposed RBFCM with the optimal actual domain is shown through experimental study.