Data Envelopment Analysis Model for Selecting Material Handling System Designs

Fuh-Hwa Liu, Wan Ting Kuo

研究成果: Conference contribution

摘要

The material handling system under design is an unmanned job shop with an automated guided vehicle that transport loads within the processing machines. The engineering task is to select the design alternatives that are the combinations of the four design factors: the ratio of production time to transportation time, mean job arrival rate to the system, input/output buffer capacities at each processing machine, and the vehicle control strategies. Each of the design alternatives is simulated to collect the upper and lower bounds of the five performance indices. We develop a Data Envelopment Analysis (DEA) model to assess the 180 designs with imprecise data of the five indices. The three-ways factorial experiment analysis for the assessment results indicates the buffer capacity and the interaction of job arrival rate and buffer capacity affect the performance significantly.

原文English
主出版物標題AsiaSim 2007 - Asia Simulation Conference 2007, Proceedings
頁面119-132
頁數14
DOIs
出版狀態Published - 1 十二月 2007
事件Asia Simulation Conference 2007, AsiaSim 2007 - Seoul, Korea, Republic of
持續時間: 10 十月 200712 十月 2007

出版系列

名字Communications in Computer and Information Science
5
ISSN(列印)1865-0929

Conference

ConferenceAsia Simulation Conference 2007, AsiaSim 2007
國家Korea, Republic of
城市Seoul
期間10/10/0712/10/07

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  • 引用此

    Liu, F-H., & Kuo, W. T. (2007). Data Envelopment Analysis Model for Selecting Material Handling System Designs. 於 AsiaSim 2007 - Asia Simulation Conference 2007, Proceedings (頁 119-132). (Communications in Computer and Information Science; 卷 5). https://doi.org/10.1007/978-3-540-77600-0_14