Design and implementation of modern elevator group control system

被引:0
作者
Chen, Zhi-Ming [1 ]
Luo, Fei [1 ]
Xu, Yu-Ge [1 ]
Cao, Jian-Zhong [1 ]
机构
[1] South China Univ Technol, Coll Automat Sci & Engn, Guangzhou 510640, Guangdong, Peoples R China
来源
PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7 | 2006年
基金
中国国家自然科学基金;
关键词
elevator group control system; traffic prediction; traffic pattern recognition; support vector machine; hall call assignment;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The design and implementation of a modern elevator group control system (EGCS) is introduced in this paper. The basic considerations of designing an EGCS are discussed, including related system parameters, evaluation criterions and traffic patterns. Least squares support vector machine algorithm is employed for traffic prediction. Using multi-support vector machine, the traffic pattern recognition is accomplished, then based on that recognition, the control strategies are generated. In the hall call assignment, the re-scheduling ability is achieved by the elevator suitability re-evaluation mechanism. A comparison with an older model demonstrates the effectiveness of the proposed EGCS.
引用
收藏
页码:676 / +
页数:3
相关论文
共 50 条
  • [31] Parametric Design of Elevator Car Wall Based on GA-SVM Method
    Zheng, Yuxin
    Zhang, Runfeng
    Yuan, Xiaohan
    2020 5TH ASIA-PACIFIC CONFERENCE ON INTELLIGENT ROBOT SYSTEMS (ACIRS 2020), 2020, : 133 - 137
  • [32] Design and simulation of inverse control of nonlinear system based on SVM
    Ke Yu-bo
    Xiao Jian-mei
    Wang Xi-huai
    Proceedings of the 2007 Chinese Control and Decision Conference, 2007, : 57 - 60
  • [33] Design and implementation of secure ATM system using machine learning and crypto–stego methodology
    Indrajit Das
    Shalini Singh
    Sonali Gupta
    Amogh Banerjee
    Md Golam Mohiuddin
    Shubham Tiwary
    SN Applied Sciences, 2019, 1
  • [34] Energy-saving-oriented group-elevator dispatching strategy for multi-traffic patterns
    Zhang, Jinglong
    Zong, Qun
    BUILDING SERVICES ENGINEERING RESEARCH & TECHNOLOGY, 2014, 35 (05) : 543 - 568
  • [35] Design and implementation of secure ATM system using machine learning and crypto-stego methodology
    Das, Indrajit
    Singh, Shalini
    Gupta, Sonali
    Banerjee, Amogh
    Mohiuddin, Md Golam
    Tiwary, Shubham
    SN APPLIED SCIENCES, 2019, 1 (09):
  • [36] SVM Based Fault Classifier Design for a Water Level Control System
    Wang, Dongyun
    Qi, Xiaomin
    Wen, Shengjun
    Deng, Mincong
    2013 INTERNATIONAL CONFERENCE ON ADVANCED MECHATRONIC SYSTEMS (ICAMECHS), 2013, : 152 - 157
  • [37] Design and implementation of insulators material hydrophobicity measure system by support vector machine decision tree learning
    Wang, QD
    Zhong, ZF
    Wang, XP
    Proceedings of 2005 International Conference on Machine Learning and Cybernetics, Vols 1-9, 2005, : 4328 - 4334
  • [38] The design of financial risk control system platform for private lending logistics information
    Ximei Li
    Ximei Li
    Cluster Computing, 2019, 22 : 13805 - 13811
  • [39] The design of financial risk control system platform for private lending logistics information
    Li, Ximei
    Li, Ximei
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (Suppl 6): : 13805 - 13811
  • [40] An Enhanced Predictive Cruise Control System Design With Data-Driven Traffic Prediction
    Jia, Dongyao
    Chen, Haibo
    Zheng, Zuduo
    Watling, David
    Connors, Richard
    Gao, Jianbing
    Li, Ying
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (07) : 8170 - 8183