Intelligent predictive maintenance for fault diagnosis and prognosis in machine centers: Industry 4.0 scenario

A system framework based on Industry 4.0 concepts is introduced, which includes the process of fault analysis and treatment for predictive maintenance in machine centers and includes five modules: sensor selection and data acquisition module, data preprocessing module,Data mining module, decision support module, and maintenance implementation module.