Challenges and Opportunities of Computational Intelligence in Industrial
Control System (ICS)
Abstract
Artificial intelligence (AI) is not a fancy term anymore, or not limited
to only researchers and academia. AI is currently becoming a part and
parcel of our daily life, we are using AI/ intelligent systems by
knowing or without knowing. Event product manufacturers are also trying
to incorporate AI with their products to make it more preferable to
consumers and trying to get the full benefit of using AI in their
production and control units even for business decisions. Therefore, In
our paper, we give a comprehensive survey of recent advances in
Computational intelligence in industrial Control Systems and cover many
usages of how industrial Control Systems are getting benefits from using
Computational intelligence. We covered multiple domains like
Manufacturing, Energy Management, Transportation, Food and Beverage
Industry, and Pharmaceutical Industry, how these industries are
utilizing multiple CI-based control systems like Programmable Logic
Controllers, Distributed Control Systems, Supervisory Control and Data
Acquisition, Industrial Automation, and Control Systems, Intelligent
Electronic Devices and found benefits in their operations and
manufacturing which helping them to focus more in innovation and
improvement of their products. We believe that this survey shall be
valuable to researchers across academia and industry.