TY - JOUR
T1 - Fair and effective elevator car dispatching method in elevator group control system using cameras
AU - Yamauchi, Tomoki
AU - Ide, Rina
AU - Sugawara, Toshiharu
N1 - Publisher Copyright:
© 2019 The Author(s). Published by Elsevier B.V.
Copyright:
Copyright 2019 Elsevier B.V., All rights reserved.
PY - 2019
Y1 - 2019
N2 - We propose a control method for an elevator group control system to allocate elevator cars for all types of passengers, including general passengers and special passengers who are likely to be unfairly treated (e.g., with strollers, wheelchairs, or bulky luggage), in order to achieve fair waiting times as well as efficient transportation. Elevators are necessary for people to move vertically within high-rise buildings. Since the number of elevator cars is fixed, they have to be carefully controlled for effective dispatch. Furthermore, due to the limited capacities of elevator cars, some special passengers who require more space are often forced to wait much longer than general passengers for cars with sufficient empty space to arrive. These days, as cameras and other sensors that monitor the environment have become more common, and thanks to the recent advances in computer vision technologies, we can estimate the number of waiting passengers and the size of their belongings in elevator halls. By using such information gathered from muliple agents that monitor a specific elevator car or elevator hall, the proposed control enables effective dispatch for shorter and fairer waiting times. Experimental results using the simulated elevator control showed that our method could make waiting times fairer and achieved total efficiency to carry passengers. We discuss the reasons for the improvement as well as the limitation of our method.
AB - We propose a control method for an elevator group control system to allocate elevator cars for all types of passengers, including general passengers and special passengers who are likely to be unfairly treated (e.g., with strollers, wheelchairs, or bulky luggage), in order to achieve fair waiting times as well as efficient transportation. Elevators are necessary for people to move vertically within high-rise buildings. Since the number of elevator cars is fixed, they have to be carefully controlled for effective dispatch. Furthermore, due to the limited capacities of elevator cars, some special passengers who require more space are often forced to wait much longer than general passengers for cars with sufficient empty space to arrive. These days, as cameras and other sensors that monitor the environment have become more common, and thanks to the recent advances in computer vision technologies, we can estimate the number of waiting passengers and the size of their belongings in elevator halls. By using such information gathered from muliple agents that monitor a specific elevator car or elevator hall, the proposed control enables effective dispatch for shorter and fairer waiting times. Experimental results using the simulated elevator control showed that our method could make waiting times fairer and achieved total efficiency to carry passengers. We discuss the reasons for the improvement as well as the limitation of our method.
KW - Cameras
KW - Elevator group control system
KW - Fairness
KW - Multi-agent systems
KW - Sensors
UR - http://www.scopus.com/inward/record.url?scp=85076261984&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85076261984&partnerID=8YFLogxK
U2 - 10.1016/j.procs.2019.09.200
DO - 10.1016/j.procs.2019.09.200
M3 - Conference article
AN - SCOPUS:85076261984
SN - 1877-0509
VL - 159
SP - 455
EP - 464
JO - Procedia Computer Science
JF - Procedia Computer Science
T2 - 23rd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, KES 2019
Y2 - 4 September 2019 through 6 September 2019
ER -