文章基本信息

标题：AOSR 2.0: A Novel Approach and Thorough Validation of an Agent-Oriented Storage and Retrieval WMS Planner for SMEs, under Industry 4.0
本地全文：下载
作者：Fareed Ud Din ; David Paul ; Joe Ryan 等
期刊名称：Future Internet
电子版ISSN：1999-5903
出版年度：2021
卷号：13
期号：6
页码：155
DOI：10.3390/fi13060155
出版社：MDPI Publishing
摘要：The Fourth Industrial Revolution (Industry 4.0), with the help of cyber-physical systems (CPS), the Internet of Things (IoT), and Artificial Intelligence (AI), is transforming the way industrial setups are designed. Recent literature has provided insight about large firms gaining benefits from Industry 4.0, but many of these benefits do not translate to SMEs. The agent-oriented smart factory (AOSF) framework provides a solution to help bridge the gap between Industry 4.0 frameworks and SME-oriented setups by providing a general and high-level supply chain (SC) framework and an associated agent-oriented storage and retrieval (AOSR)-based warehouse management strategy. This paper presents the extended heuristics of the AOSR algorithm and details how it improves the performance efficiency in an SME-oriented warehouse. A detailed discussion on the thorough validation via scenario-based experimentation and test cases explain how AOSR yielded 60–148% improved performance metrics in certain key areas of a warehouse.
关键词：agent-oriented smart factory (AOSF); agent-oriented storage and retrieval system (AOSR); cyber-physical systems (CPS); warehouse management system (WMS); small-to-medium-sized enterprises (SME) agent-oriented smart factory (AOSF) ; agent-oriented storage and retrieval system (AOSR) ; cyber-physical systems (CPS) ; warehouse management system (WMS) ; small-to-medium-sized enterprises (SME)