کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
172366 458539 2014 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Economic model predictive control for inventory management in supply chains
ترجمه فارسی عنوان
مدل پیش بینی اقتصادی مدل مدیریت موجودی در زنجیره تامین
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی شیمی مهندسی شیمی (عمومی)
چکیده انگلیسی


• We implement economic MPC for supply chain systems after a short review of the economic MPC closed-loop stability theory.
• We propose a novel multiobjective cost function that considers both economic cost and risk (modeled as penalty for deviations from safety stock).
• We provide an example of integrating control theory and scheduling method by identifying terminal constraints that ensure recursive feasibility for a scheduling problem.

In this paper, we propose economic model predictive control with guaranteed closed-loop properties for supply chain optimization. We propose a new multiobjective stage cost that captures economics as well as risk at a node, using a weighted sum of an economic cost and a tracking stage cost. We also demonstrate integration of scheduling with control using a supply chain example. We integrate a scheduling model for a multiproduct batch plant with a control model for inventory control in a supply chain. We show recursive feasibility of such integrated control problems by developing simple terminal conditions.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Chemical Engineering - Volume 64, 7 May 2014, Pages 71–80
نویسندگان
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