Optimization of Two-way Direct Load Control Based on Fuzzy Linear Programming

被引:0
|
作者
Yao, Leehter [1 ]
Lu, Hau-Ren [1 ]
机构
[1] Natl Taipei Univ Technol, Dept Elect Engr, Taipei 10648, Taiwan
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A novel real-time optimization approach for two-way direct load control (TWDLC) of central air conditioning chillers are proposed. For TWDLC, the main computer in the control center constantly monitors the average controllable load of every customer. For real time calculations, a computationally fast and effective approach based on fuzzy linear programming is proposed to determine the shedding ratio of every customer. The proposed optimization approach will minimize the difference between the load required to shed and the load actually shed at each sampling interval. Every customer's contribution to the load shedding is also leveled by the proposed approach. A gateway is installed at every customer's site to coordinate shedding control with the main computer through the Internet. As soon as the gateway receives the expected shedding ratio, it calculates the load required to shed and coordinates all chiller units in operation to conduct load shedding, thereby achieving the load reduction amount.
引用
收藏
页码:1896 / 1903
页数:8
相关论文
共 50 条
  • [1] A Two-Way Direct Control of Central Air-Conditioning Load Via the Internet
    Yao, Leehter
    Lu, Hau-Ren
    IEEE TRANSACTIONS ON POWER DELIVERY, 2009, 24 (01) : 240 - 248
  • [2] Direct load control - A profit-based load management using linear programming
    Ng, KH
    Sheble, GB
    IEEE TRANSACTIONS ON POWER SYSTEMS, 1998, 13 (02) : 688 - 695
  • [3] Fuzzy dynamic programming for robust direct load control
    Natl Cheng Kung Univ, Tainan, Taiwan
    Proc Int Conf Energy Manage Power Delivery EMPD, (564-569):
  • [4] Fuzzy dynamic programming for robust direct load control
    Huang, KY
    Yang, HT
    Liao, CC
    Huang, CL
    PROCEEDINGS OF EMPD '98 - 1998 INTERNATIONAL CONFERENCE ON ENERGY MANAGEMENT AND POWER DELIVERY, VOLS 1 AND 2 AND SUPPLEMENT, 1998, : 564 - 569
  • [5] Direct load control using fuzzy dynamic programming
    Yang, HT
    Huang, KY
    IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION, 1999, 146 (03) : 294 - 300
  • [6] Optimization of Two-Way Traffic Signal Timing Control
    Zhang, Li
    Wu, Er-yong
    2009 IEEE INTELLIGENT VEHICLES SYMPOSIUM, VOLS 1 AND 2, 2009, : 1137 - 1142
  • [7] Multiple-objective Load Optimization Control Based on Fuzzy Dynamic Programming
    Chen, F.
    Zeng, P.
    Zang, C. Z.
    INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENVIRONMENTAL ENGINEERING (CSEE 2015), 2015, : 997 - 1004
  • [8] A Two-way Crossed Effects Fuzzy Panel Linear Regression Model
    Hesamian, Gholamreza
    Johannssen, Arne
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2025, 18 (01)
  • [9] Integer linear programming model for multidimensional two-way number partitioning problem
    Kojic, Jelena
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2010, 60 (08) : 2302 - 2308
  • [10] Optimization of signal control parameters for two-way traffic arterials
    Shimizu, H
    Mashiba, H
    Sobata, Y
    Kobayashi, M
    LARGE SCALE SYSTEMS: THEORY AND APPLICATIONS 2001 (LSS'01), 2001, : 465 - 470