Productivity Enhancement by Prediction of Liquid Steel Breakout during Continuous Casting Process in Manufacturing of Steel Slabs in Steel Plant Using Artificial Neural Network with Backpropagation Algorithms

Productivity Enhancement by Prediction of Liquid Steel Breakout during Continuous Casting Process in Manufacturing of Steel Slabs in Steel Plant Using Artificial Neural Network with Backpropagation Algorithms

Breakout is one of the major accidents that often arise in the continuous casting shops of steel slabs in Bokaro Steel Plant, Jharkhand, India. Breakouts cause huge capital loss, reduced productivity, and create safety hazards. The existing system is not capable of predicting breakout accurately, as...

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Bibliographic Details
Main Authors: Md Obaidullah Ansari, Somnath Chattopadhyaya, Joyjeet Ghose, Shubham Sharma, Drazan Kozak, Changhe Li, Szymon Wojciechowski, Shashi Prakash Dwivedi, Huseyin Cagan Kilinc, Jolanta B. Królczyk, Dominik Walczak
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Materials
Subjects:
continuous casting
steel slab
mold breakout
artificial neural network
breakout prediction system
Online Access:https://www.mdpi.com/1996-1944/15/2/670

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https://www.mdpi.com/1996-1944/15/2/670

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