Optimal Flow Control in Manufacturing Systems: Production Planning and Scheduling

ISBN-13: 9780792351061 / Angielski / Twarda / 1998 / 348 str.

Oded Z. Maimon; Knostantin Kogan; Eugene Khmelnitsky

Opis

This book presents a unified optimal control approach to a large class of problems arising in the field of production planning and scheduling. It introduces a leading optimal flow control paradigm which results in efficient solutions for planning and scheduling problems. This book also introduces the reader to analytical and numerical methods of the maximum principle, used here as a mathematical instrument in modeling and solving production planning and scheduling problems. The book examines control of production flows rather than sequencing of distinct jobs. Methodologically, this paradigm allows us to progress from initial assumptions about a manufacturing environment, through mathematical models and construction of numerical methods, up to practical applications which prove the relevance of the theory developed here to the real world. Given a manufacturing system, the goal is to control the production, subject to given constraints, in such a way that the demands are tracked as closely as possible. The book considers a wide variety of problems encountered in actual production planning and scheduling. Among the problems are production flow sequencing and timing, capacity expansion and deterioration, subcontracting and overtime. The last chapter is entirely devoted to applications of the theory to scheduling production flows in real-life manufacturing systems. The enclosed disk provides software implementations of the developed methods with easy, convenient user interface. We aimed this book at a student audience - final year undergraduates as weIl as master and Ph. D.

Recenzje

`Overall, the book provides an excellent, up-to-date overview of continous-time, deterministic models for production planning and scheduling. It is a book that your university library should certainly have, and which is well worth owning if you are interested in research or applications in this area.'
Automatica, Vol.37 (2001)

Spis treści

Part I: Basic Concepts. 1. Introduction. 2. Mathematical Fundamentals of Optimal Control. Part II: Flow Control in Production Planning. 3. One-Item Single-Facility Aggregate Production Planning Problems. 4. Production Planning at Different Levels of Aggregation. Part III: Flow Control in Scheduling. 5. Modeling Production Systems with Multi-Level Bills of Materials. 6. Necessary Optimality Conditions for Scheduling Problems. 7. Solution Methods. Part IV: Scheduling Implementation. 8. Implementation Methodology. 9. Cases of Practical Scheduling. Index.