Design and implementation of a room thermostat using an agent-based approach

被引:28
作者
van Breemen, AJN [1 ]
de Vries, TJA [1 ]
机构
[1] Univ Twente, Dept Elect Engn, Drebbel Inst Syst Engn, Control Lab,EL,RT, NL-7500 AE Enschede, Netherlands
关键词
reactive control; multi-agent system; hybrid control; temperature control; supervisory control; multi-controller system;
D O I
10.1016/S0967-0661(00)00111-8
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A large number of control systems operate in the real-world and are expected to deal with the range of changing conditions of the physical process that is being controlled. It may be a laborious and difficult task to design one controller that fits all operating conditions. In reality, several controllers, each suitable for a particular operating regime, are often combined in order to solve the problem. This paper describes a method that facilitates the design and implementation of these so-called multi-controller systems. It is based on the concept of an autonomous agent, which has recently been introduced in the field of artificial intelligence. The method enables the use of heterogeneous control algorithms and integrating techniques. Furthermore, it allows for an incremental design of the control system, which is attractive from a designer's point of view. The proposed framework is applied to the design and implementation of an 'intelligent' room thermostat in order to illustrate the applicability and usefulness of this method. (C) 2001 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:233 / 248
页数:16
相关论文
共 17 条
  • [1] ASTROM K, 1990, COMPUTER CONTROLLER
  • [2] Astrom K. J., 1995, ADAPTIVE CONTROL
  • [3] EXTRACTION AND PURIFICATION OF TOXIC PEPTIDES FROM NATURAL BLOOMS AND LABORATORY ISOLATES OF THE CYANOBACTERIUM MICROCYSTIS-AERUGINOSA
    BROOKS, WP
    CODD, GA
    [J]. LETTERS IN APPLIED MICROBIOLOGY, 1986, 2 (01) : 1 - 3
  • [4] Ferber J., 1999, MULTIAGENT SYSTEMS
  • [5] JOHANSEN TA, 1990, OPERATING REGIME APP
  • [6] Supervisory hybrid systems
    Lemmon, MD
    He, KX
    Markovsky, I
    [J]. IEEE CONTROL SYSTEMS MAGAZINE, 1999, 19 (04): : 42 - 55
  • [7] Verified hybrid controllers for automated vehicles
    Lygeros, J
    Godbole, DN
    Sastry, S
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1998, 43 (04) : 522 - 539
  • [8] Distributed intelligent control for a mine refrigeration system
    MacLeod, IM
    Stothert, A
    [J]. IEEE CONTROL SYSTEMS MAGAZINE, 1998, 18 (02): : 31 - 38
  • [9] THE INTERDISCIPLINARY STUDY OF COORDINATION
    MALONE, TW
    CROWSTON, K
    [J]. ACM COMPUTING SURVEYS, 1994, 26 (01) : 87 - 119
  • [10] MATURANA MJ, 1998, TRENDS COGNITIVE SCI, V2, P82