Supply Chain Management in Manufacturing and Service Systems

Advanced Analytics for Smarter Decisions

• Author(s): Sharan Srinivas, Suchithra Rajendran, Hans Ziegler,
• Publisher: Springer Nature
• Pages: 278
• ISBN_10: 3030692655
  ISBN_13: 9783030692650
  
• Language: en
• Categories: Business & Economics / Production & Operations Management , Business & Economics / Operations Research , Business & Economics / Industries / Computers & Information Technology , Technology & Engineering / Industrial Engineering , Business & Economics / Industries / Service , Business & Economics / Purchasing & Buying , Business & Economics / Management , Business & Economics / Business Mathematics , Technology & Engineering / Manufacturing ,

Description:...

Management of supply chains has been evolving rapidly over the last few years due to the inception of Industry 4.0, where businesses adopt automation technologies and data exchanges leading to dynamic and interconnected supply chain systems. Emphasizing on analytical approaches such as predictive and prescriptive modeling, this book presents state-of-the-art original research work dealing with advanced analytical models for the design, planning, and operation of the supply chain to provide faster and smarter decisions in the era of digitization.

In particular, the book integrates machine learning and operations research models for faster and smarter decisions, presents prescriptive analytics models for strategic, tactical, and operational decision making in the supply chain, and addresses recent challenges such as sustainability in the supply chain, supply chain visibility, and supply chain digitalization. Key concepts are illustrated using real-life case studies, making the book a valuable reference for researchers, technical professionals, and students.