Abstract
With advances in information and telecommunication technologies and data-enabled decision making, smart manufacturing can be an essential component of sustainable development. In the era of the smart world, semiconductor industry is one of the few global industries that are in a growth mode to smartness, due to worldwide demand. The important opportunities that can boost the cost reduction of productivity and improve quality in wafer fabrication are based on the simulations of actual environment in Cyber-Physical Space and integrate them with decentralized decision-making systems. However, this integration faced the industry with novel unique challenges. The stream of the data from sensors, robots, and Cyber-Physical Space can aid to make the manufacturing smart. Therefore, it would be an increased need for modeling, optimization, and simulation for the value delivery from manufacturing data. This paper aims to review the success story of smart manufacturing in semiconductor industry with the focus on data-enabled decision making and optimization applications based on operations research and data science perspective. In addition, we will discuss future research directions and new challenges for this industry.
Highlights
The importance of national manufacturing strategies such as Advanced Manufacturing Partnership and Industry 4.0 have reemphasized the shifting standard of manufacturing and production system, which led to the fourth industrial generation.The industrial revolution stream drives deployment of novel concepts for smart factories, new generation of monitoring and collaborating systems, or in general words, the smart manufacturing system
Smart manufacturing system is built upon the emerging advanced technologies including Cyber-Physical Space (CPS), Internet of Things (IoT), cloud and cognitive computing, big data analysis and information and communication technology [1]
Performance measurement is the key to improving performance and is a prerequisite to improving production planning
Summary
The importance of national manufacturing strategies such as Advanced Manufacturing Partnership and Industry 4.0 have reemphasized the shifting standard of manufacturing and production system, which led to the fourth industrial generation. The industrial revolution stream drives deployment of novel concepts for smart factories, new generation of monitoring and collaborating systems, or in general words, the smart manufacturing system. Smart manufacturing system is built upon the emerging advanced technologies including Cyber-Physical Space (CPS), Internet of Things (IoT), cloud and cognitive computing, big data analysis and information and communication technology [1]. The first step toward smart manufacturing is connectivity [2]. All the components in the industry must be connected to a single network. The associate editor coordinating the review of this manuscript and approving it for publication was Rahul A.
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