多产品库存系统的LQR控制,以实现利润和仓库容量最大化

Rajashree Taparia, S. Janardhanan, Rajeev Gupta
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引用次数: 2

摘要

本文描述了多产品库存系统的管理。采用线性二次型调节器(LQR)策略来优化销售利润和管理仓库容量。同时仓库的容量也始终保持着客户对产品的需求,大多数时候也都是满意的。所考虑的库存系统的系统模型包含了其中的供应状态。控制律的设计是为了使仓库容量保持在期望的水平,同时考虑库存产品销售的利润最大化。以两种产品的库存系统为例,验证了所设计控制律的有效性。
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LQR Control of Multiple Product Inventory Systems for Profit and Warehouse Capacity Maximization
This paper describes the management of inventory systems with multiple products. Linear Quadratic Regulator (LQR) strategy is used for optimizing the profit on the sale and managing the warehouse capacity. While the warehouse capacity is always maintained the customer demand for the products, are also satisfied most of the times. The system model of the considered inventory system includes the supply states in it. The control law is designed to keep the warehouse capacity at the desired level and at the same time it takes into account profit maximization from the sale of the products in the inventory. Numerical example of an inventory system with two products is presented to validate the effectiveness of the designed control law.
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