Predictive maintenance based on IIoT and machine learning aligned with industry 4.0: a case study in waste-water treatment plant - Abd Elhaleem, Sameh; Zanfal, Abdallah; Hamdy, Mohamed (Neural computing & applications, 2025)
Keywords: Accuracy; Algorithms; Artificial Intelligence; Asset management; Automation; Communication; Computational Biology/Bioinformatics; Computational Science and Engineering; Computer Science; Costs; Data analysis; Data collection; Data Mining and Knowledge Discovery; Decision making; Downtime; Effectiveness; Failure; Fault diagnosis; Image Processing and Computer Vision; Industrial applications; Industrial Internet of Things; Industry 4.0; Machine learning; Maintenance management; Manufacturing; Mathematical programming; Methodology; Neural networks; Object linking & embedding; Original Article; Planning; Predictive maintenance; Preventive maintenance; Probability and Statistics in Computer Science; Process controls; Programmable logic controllers; Real time; Regression analysis; Reliability; Sensors; Structured Query Language-SQL; Vibration monitoring; Wastewater treatment; Water treatment plants; Machine learning (ML); Industry 4.0; Wastewater treatment plant; Industrial internet of things (IIoT); Predictive maintenance (Pdm)