Computational Intelligence in Design and Manufacturing

ISBN-13: 9780471348795 / Angielski / Twarda / 2000 / 560 str.

Andrew Kusiak

Opis

Take the next step in Integrated Product and Process Development

This pioneering book is the first to apply state-of-the-art computational intelligence techniques to all phases of manufacturing system design and operations. It equips engineers with a superior array of new tools for optimizing their work in Integrated Product and Process Development.

Drawing on his extensive experience in the field of advanced manufacturing, Andrew Kusiak has masterfully embedded coverage of data mining, expert systems, neural networks, autonomous reasoning techniques, and other computational methods in chapters that cover all key facets of integrated manufacturing system design and operations, including:

• Process planning
• Setup reduction
• Production planning and scheduling
• Kanban systems
• Manufacturing equipment selection
• Group technology
• Facilities and manufacturing cell layout
• Warehouse layout
• Manufacturing system product and component design
• Supplier evaluation

Each chapter includes questions and problems that address key issues on model integration and the use of computational intelligence approaches to solve difficulties across many areas of an enterprise. Examples and case studies from real-world industrial projects illustrate the powerfulapplication potential of the computational techniques.

Comprehensive in scope and flexible in approach, "Computational Intelligence in Design" "and Manufacturing" is right in step with the enterprise of the future: extended, virtual, model-driven, knowledge-based, and integrated in time and space. It is essential reading for forward-thinking students and professional engineers and managers working in designsystems, manufacturing, and related areas.

Recenzje

"It is essential reading for anyone involved with design and manufacturing problems." (Assembly Automation, Vol, 21. No.3, 2001)

Spis treści

Modern Manufacturing.

Knowledge–Based Systems.

Features in Design and Manufacturing.

Reason Maintenance in Product Modeling.

Process Planning.

Setup Reduction.

Production Planning and Scheduling.

Kanban Systems.

Selection of Manufacturing Equipment.

Group Technology.

Neural Networks.

Layout of Machines and Facilities.

Inventory Space Allocation.

Layout of a Warehouse.

Design for Agility.

Supplier Evaluation.

Data Mining.

Index.

O autorze

Andrew Kusiak, PhD. a highly respected authority on advanced manufacturing, is Professor of Industrial Engineering at the University of Iowa. He is author of numerous books, including Concurrent Engineering and Intelligent Design and Manufacturing, both published by Wiley.