Design and performance evaluation of a parking management system for automated, multi-story and robotic parking structure

作     者：Gursel Serpen Jayanta Debnath 

作者机构：The University of ToledoToledoOhioUSA 

出 版 物：《International Journal of Intelligent Computing and Cybernetics》 (智能计算与控制论国际期刊（英文）)

年 卷 期：2019年第12卷第4期

页      码：444-465页

摘      要：Purpose–The purpose of this paper is to present design and performance evaluation through simulation of a parking management system(PMS)for a fully automated,multi-story,puzzle-type and robotic parking structure with the overall objective of minimizing customer wait times while maximizing the space ***/methodology/approach–The presentation entails development and integration of a complete suite of path planning,elevator scheduling and resource allocation *** PMS aims to manage multiple concurrent requests,in real time and in a dynamic context,for storage and retrieval of vehicles loaded onto robotic carts for a fully automated,multi-story and driving-free parking *** algorithm suite employs the incremental informed search algorithm D*Lite with domain-specific heuristics and the uninformed search algorithm Uniform Cost Search for path search and *** optimization methodology based on nested partitions and Genetic algorithm is adapted for scheduling of a group of *** study considered a typical business day scenario in the center of a ***–The simulation study indicates that the proposed design for the PMS is able to serve concurrent storage-retrieval requests representing a wide range of Poisson distributed customer arrival rates in real time while requiring reasonable computing resources under realistic *** customer waiting times for both storage andretrievalrequestsare withinacceptable bounds,whichare set as nomore than 5min,evenin the presence of up to 100 concurrent storage and retrieval *** design is able to accommodate a variety of customer arrival rates and presence of immobilized vehicles which are assumed to be scattered across the floors of the structure to make it possible for deployment in real-time ***/value–The intelligent system design is novel as the fully automated robotic parking structures are just in the process of being matured from a techno

主 题 词：Robotic parking Automated parking Artificial intelligence Search Dynamic path planning,Scheduling Resource allocation Real-time system 

学科分类：08[工学] 0812[工学-测绘类] 

核心收录：

D　O　I：10.1108/IJICC-02-2019-0017

馆 藏 号：203817607...