Blar i NTNU Open på forfatter "Alfarizi, Muhammad Gibran"
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Data-driven design for fault prognosis: Application to industrial components, subsystems, and systems
Alfarizi, Muhammad Gibran (Doctoral theses at NTNU;2023:419, Doctoral thesis, 2023)Technical processes in diverse industries, like manufacturing, chemicals, and power generation, involve intricate operations that aim to achieve specific outcomes. These operations often entail complex interactions among ... -
Intelligent Fault Diagnosis of Manufacturing Processes Using Extra Tree Classification Algorithm and Feature Selection Strategies
Yousefi, Sina; Yin, Shen; Alfarizi, Muhammad Gibran (Journal article; Peer reviewed, 2023)Fault diagnosis is integral to maintenance practices, ensuring optimal machinery functionality. While traditional methods relied on human expertise, intelligent fault diagnosis techniques, propelled by machine learning ... -
Well Control Optimization in Waterflooding Using Genetic Algorithm Coupled with Machine Learning Models
Alfarizi, Muhammad Gibran (Master thesis, 2020)Generally, optimum well controls to maximize net present value (NPV) in a waterflooding operation are obtained from a numerical reservoir simulation in combination with an optimization algorithm. This procedure is often ...