Industry 4.0 enabled electrochemical process lines and data analysis for quality control

• Main Author: Herell, Vincentius Dennis
• Other Authors: Xiao Gaoxi
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/158093
• Institution: Nanyang Technological University

Online machine learning or stream learning is a machine learning algorithm that updates its model with each new data instead of the standard batch learning that need the whole dataset at the time of training. One particular trait of the stream learning algorithm is its robustness against concept dri...