Scalable Enterprise Systems: Integration of Optimization, Inventory Control and Dynamic Models for the Management of Large-Scale Supply Chains

可扩展的企业系统：集成优化、库存控制和动态模型以管理大规模供应链

• 批准号: 0075378
• 负责人: Sridhar Tayur
• 金额: $ 16.52万
• 依托单位: Carnegie-Mellon University
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2000
• 资助国家: 美国
• 起止时间: 2000-09-01 至 2001-08-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=0075378&HistoricalAwards=false
• 关键词: Scalable; Enterprise; Systems; Integration; Optimization

This project addresses the problem of running enterprise systems in a flexible, responsive, and reliable manner to capture the economical potential that the market might offer, while minimizing the impact of fluctuations in the market. To achieve these goals, systematic control and optimization tools will be developed that can be used to assess the ability of supply chain systems to react to fluctuations, as well as to control the system to improve its responsiveness. Large scale problems will be addressed, the plan is to investigate the integration of supply optimization, inventory control and dynamics to achieve cost optimal performance, while reducing inventory levels and coping effectively with disturbances in supplies, orders and delivery times. The specific objective objectives are to develop a novel framework for multi-level planning that integrates optimization, inventory control and dynamics in the context of a supply chain with decentralized control. Moreover, to investigate a novel approach to model the dynamics and control of the entire supply chain. For the implementation, the plan is to develop a prototype of an internet-based system that will allow the effective collaboration among the various parties in the supply chain. A major expected benefit of the research is the creation of a science base that provides a framework and guidance for developing decision support tools for enterprise systems that leverage the new information technologies. Regarding the proposed integration of optimization, inventory control and dynamics, the major benefit will be the coordinated decision making in the supply chain that operates as a decentralized system, which reflects more closely the real-world behavior of these systems. Finally, the research should provide a scalable enterprise solution, which is urgently needed as software companies are scrambling to meet the demand, and companies are investing in automated systems without a coherent plan or understanding.

该项目解决了以灵活、响应和可靠的方式运行企业系统的问题，以捕捉市场可能提供的经济潜力，同时将市场波动的影响降至最低。为实现这些目标，将开发系统控制和优化工具，可用于评估供应链系统对波动的反应能力，以及控制系统以提高其响应性。将解决大规模问题，计划是调查供应优化、库存控制和动态的整合，以实现成本最优绩效，同时降低库存水平并有效应对供应、订单和交付时间方面的干扰。具体目标是开发一种新的多层次计划框架，在分散控制的供应链背景下集成优化、库存控制和动态。此外，研究了一种新的方法来建模整个供应链的动态和控制。对于实施，计划是开发一个基于互联网的系统原型，使供应链中的各方能够进行有效合作。这项研究的一个主要预期好处是创建一个科学基础，为利用新信息技术的企业系统开发决策支持工具提供框架和指导。关于拟议的优化、库存控制和动态集成，主要好处将是作为分散系统运行的供应链中的协调决策，这更接近地反映这些系统的真实行为。最后，研究应该提供一个可扩展的企业解决方案，这是迫切需要的，因为软件公司正在争先恐后地满足需求，而且公司在没有连贯的计划或理解的情况下投资于自动化系统。