食品配送路线优化软件与企业资源规划软件的集成

P. Cardoso, G. Schütz, J. Semião, J. Monteiro, J. Rodrigues, A. Mazayev, Emanuel Ey, M. Viegas, Carlos Neves, Sérgio Anastácio
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引用次数: 1

摘要

i3FR是一个优化生鲜货物配送的系统,使用车队,必须与现有的企业资源规划(ERP)软件集成,同时避免破坏既定的时间表和程序。在配送优化方面,文献中最相似的问题是已经建立并经过实验的带时间窗的车辆路径问题(VRPTW),该问题本质上是一个多目标问题,其中车辆数量和总行驶距离必须最小化。本文给出了i3FR系统的总体架构,包括ERP、路由优化和数据采集等模块和服务,以及它们之间的通信。提出的架构的新颖性包括:(i)应用于生鲜商品分销网络,对商品的适应有多种限制;(ii)数据采集系统,包括车辆数据和从车辆的冷藏量(例如温度)获取的环境数据;(iii) VRPTW优化系统与现有ERP的整合。描述了一个案例研究并验证了整个实现。本文的主要贡献是提出了一种将现有ERP软件与路线优化和温度数据采集模块集成的多层体系结构。
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Integration of a food distribution routing optimization software with an enterprise resource planner
i3FR is a system for optimizing the distribution of fresh goods, using a fleet of vehicles, which must be integrated with an existing Enterprise Resource Planning (ERP) software, while avoiding disruption of established schedules and procedures. In terms of delivery optimization, the most similar problem in literature is the well-established and experimented Vehicle Routing Problem with Time Windows (VRPTW), which is, by nature, a multiple objective problem where the number of vehicles and the total traveled distance must be minimized. In this paper, the overall architecture of the i3FR system is presented, which includes several modules and services (such as ERP, routing optimization and data acquisition modules), and the communication between them. The novelty in the proposed architecture comprises: (i) the application to a fresh goods distribution network, with multiple restrictions on goods' acclimatization; (ii) a data acquisition system which includes vehicle data and environmental data from the vehicles' refrigerated volumes, such as temperature; and (iii) the integration of the VRPTW optimization system with an existing ERP. A case-study is described and validates the overall implementation. The main contribution of paper is the proposal of a multi-layered architecture to integrate existing ERP software with a route optimization and a temperature data acquisition module.
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