Abstract
Elevator system is one of the most important building services systems that we encounter in our daily life. When we live and work in the cities, we normally take elevators at least six times a day. During recent years, there have been lots of hi-tech achievements and developments in the elevator systems, bringing us high handling capacity, superior riding comfort and excellent man-machine interface. Advanced technologies mainly fall into two streams, namely advanced drives and artificial intelligence (AI) based supervisory control where a general review on the two aspects was published [1]. This chapter presents a comprehensive review on various applications of AI in different areas including simulation, modelling, monitoring, expert system, fuzzy logic, computer vision and artificial neural network (ANN) etc. Two topics, namely ANN based traffic pattern recognition and dynamic zoning, will be described in details. It is our goal that all readers would appreciate how the new technologies could greatly improve the performance of this very conventional building services system in a modern intelligent building after going through the entire chapter.
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References
So A.T.P. and Liu S.K., “An overall Teview of advanced elevator technologies”, Elevator World, Vol. XLIV, No. 6, 1996, pp. 96–101.
Peters R.D., “The theory and practice of general analysis lift calculations”, in Barney G.C. eds. Elevator Technology 4, IAEE, 1992, pp. 197–206.
Barney G.C. and dos Santos S.M. ed. Elevator Traffic Analysis, Design and Control, Revised 2nd edition, IEE, Peter Peregrinus Ltd., England, 1985.
Al-Sharif L.R., “New concepts in lift traffic analysis: the inverse S-P method”, in Barney G.C. eds. Elevator Technology 4, IAEE, 1992, pp. 8–17.
So A.T.P., Kuok H.S., Liu S.K., Chan W.S. and Chow T.Y., “New developments in elevator traffic analysis”, in Barney G.C. eds. Elevator Technology 5, IAEE, 1993, pp. 212–221.
Al-Sharif L.R., “Bunching in lift systems”, in Barney G.C. eds. Elevator Technology 5, IAEE, 1993, pp. 88–97.
Siikonen M.L., “Simulation — a tool for enhanced elevator bank design”, Elevator World, April, 1991, pp. 30–37.
Jenkins K., “Elevator systems simulation techniques”, in Barney G.C. eds. Elevator Technology 4, IAEE, 1992, pp. 135–143.
Iwata S., Terazono N. and Suzuki S., “Date network-based elevator control system”, in Barney G.C. eds. Elevator 4, IAEE, 1992, pp. 266–275.
Aoki K., “Information networks in elevator systems”, in Barney G.C. eds. Elevator Technology 4, IAEE, 1992, pp. 18–27.
Kawano S., Yuminaka T. and Kobayashi N., “Remote and intelligent diagnosis system for elevators incorporating preventive maintenance”, Hitachi Review, Vol. 42, No. 5, 1993, pp. 215–220.
Strakosch G.R., “A new dimension in elevator monitoring”, Elevator World, Vol. XXXXII, No. 8, 1994, pp. 126–129.
Chan W.L., So A.T.P. and Liu S.K., “A cost effective remote monitoring and communication system”, in Barney G.C. eds., Elevator Technology 9, 1998, pp. 54–63.
Prowse R.W., Thomson T. and Howells D., “Design and control of lift systems using expert systems and traffic sensing”, in Barney G.C. eds. Elevator Technology 4, IAEE, 1992, pp. 219–226.
Chenais P. and Weinberger K., “New approach in the development of elevator group control algorithms”, in Barney G.C. eds. Elevator Technology 4, IAEE, 1992, pp. 48–57
Alani A.F., Mehta P., Stonham J. and Prowse R., “Performance optimisation of knowledge-based elevator group supervisory control system”, in Barney G.C. eds. Elevator Technology 6, IAEE, 1995, pp. 114–121.
Pang G.K.H., “Elevator scheduling system using blackboard architecture”, IEE Proceedings D, Vol. 138, No. 4, 1991, pp. 337–346.
Powell B.A., “Important issues in up-peak traffic handling”, in Barney G.C. eds. Elevator Technology 4, IAEE, 1992, pp. 207–218.
Schröder J., “Advanced dispatching, destination hall calls and instant car-to-call assignments: ml”, Elevator World Educational Package and Reference Library, Vol. 4, 1994, pp. IV8–IV14.
So A.T.P. and Chan W.L., “Comprehensive dynamic zoning algorithms”, in Barney G.C. eds. Elevator Technology 8, April, 1997, pp. 98–107, reprinted in Elevator World, September, 1997, pp. 99-103.
Pedrycz W. eds. Fuzzy Control and Fuzzy Systems, 2nd and Extended Edition, Research Studies Press, John Wiley & Sons, England, 1993.
Umeda Y., Uetani K., Ujihara H. and Tsuji S., “Fuzzy theory and intelligent options”, Elevator World, July, 1989.
Siikonen M-L and Kaakinen M., “Using artificial intelligence to improve passenger service quality”, in Barney G.C. eds. Elevator Technology 5, IAEE, 1993, pp. 238–246.
Kim C.B., Seong K.A., Lee-Kwang H., Kim J.O. and Lim Y.B., “A fuzzy approach to elevator group control system”, IEEE Transactions on Systems, Man and Cybernetics, Vol. 25, No. 6, 1995, pp. 985–990.
So A.T.P., Chan W.L., Kuok H.S. and Liu S.K., “A computer vision based group supervisory control system”, in Barney G.C. eds. Elevator Technology 4, IAEE, 1992, pp. 249–258.
So A.T.P., Chan W.L., Kuok H.S. and Liu S.K., “A comprehensive solution to computer vision based group supervisory control”, in Barney G.C. eds. Elevator Technology 5, IAEE, 1993, pp. 203–211.
Markon S., Kita H. and Nishikawa Y., “Reinforcement learning for stochastic system control by using feature extraction with BP neural networks”, NC91-126, Fujitec research centre Ltd., 1992, pp. 209–214.
Amano M., Yamazaki M. and Ikejima H., “The latest elevator group supervisory control system”, in Barney G.C. eds. Elevator Technology 6, IAEE, 1995, pp. 88–95.
Kubo S., Nakai S., Imasaki N. and Yoshitsugu T., “Elevator group control system with a fuzzy neural network model”, in Barney G.C. eds. Elevator Technology 6, IAEE, 1995, pp. 11–20.
So A.T.P., Beebe J.R., Chan W.L. and Liu S.K., “An artificial neural-network based traffic patterns recognition system”, International journal of Elevator Engineering, Vol. 1, 1996, pp. 35–46.
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© 1999 Springer Science+Business Media New York
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So, A.Tp., Chan, W.L. (1999). Applications in Vertical Transportation. In: Intelligent Building Systems. The International Series on Asian Studies in Computer and Information Science, vol 5. Springer, Boston, MA. https://doi.org/10.1007/978-1-4615-5019-8_15
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DOI: https://doi.org/10.1007/978-1-4615-5019-8_15
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