University-municipal technology transfer in developing countries faces systematic barriers including inadequate financial frameworks, institutional misalignment, and limited risk management protocol…
Mechanical vibration is one of the most used signals for traditional condition monitoring in rotating machines due to its sensitivity to mechanical vibrations; however, its deployment in industrial f…
The accelerating complexity of urban environments has prompted cities to adopt digital technologies that improve efficiency, sustainability, and resilience. Among these, Urban Digital Twins (UDTw) ha…
Predictive maintenance cuts economic and safety risks in rotating machinery by leveraging vibration and acoustic data, which machine-learning models convert into intelligent fault detectors. Acoustic…