The machine learning algorithms use frequently collected sensor data to generate an equipment health score, which can be tracked for declines that might indicate a potential problem.

His influential paper, "Machine Learning Algorithms for Predictive Main- tenance in HVAC Systems," introduces a proactive approach to predicting equipment failures. By harnessing historical data and ...

“By using AI-driven maintenance algorithms, we can enhance security, improve efficiency, and optimize performance in ways that were previously unimaginable," says Venkata Bhardwaj Komaragiri.

The advent of more powerful microcontrollers capable of performing pre-processing, filtering and even running basic AI/ML (artificial intelligence/machine learning) algorithms for tasks like anomaly ...