Automation of the manufactring industries using Internet of Things, Data Mining and Artificial Intelligence
Master of Science in Computer Science
Faculty / School
Faculty of Computer Sciences (FCS)
Department of Computer Science
Date of Award
Committee Member 1
Waqas Mahmood Supervisor, Faculty of Computer Science, Institute of Business Administration (IBA), Karachi.
MSCS Survey Report
Data mining, Artificial intelligence, IoT (Internet of Things)
Abstract / Summary
For years Industries have relied on the use of machines to manufacture consumable products. But these machines, up to the twentieth century only helped in doing intensiverepetitive tasks that were too basic. Since then computers have started to get smarter and more capable. With the advent of Internet of things the paradigm started to shift towards automation of processes. But all processes still involved human intervention and the newer and more capable machines still needed humans to function properly. In this study we’re going to discuss and dig into the possibility of making a certain industry for e.g. textile industry fully functional in at least some of its processes without the need of human involvement. We will discuss how systems can be taught to make better decisions based on the data that is being fed to them or the data that they acquire through sensors and how certain artificial intelligence algorithms can help in removing the entire process’s dependencies on humans.
Talha Imam, S. M. (2019). Automation of the manufactring industries using Internet of Things, Data Mining and Artificial Intelligence (Unpublished survey report). Retrieved from https://ir.iba.edu.pk/research-projects/33
The full text of this document is only accessible to authorized users.