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Building Automation



Commercial Buildings and the Smart Grid

For utilities, generating additional capacity is neither a quick nor a simple proposition. Strategies that help monitor and control power demand are essential to ensuring a robust power supply, and the Smart Grid represents the best opportunity to control the demand for additional capacity. The...




Automation

Utilizing Machine Learning for Predictive Maintenance in BAS

Building Automation Systems (BAS) play a crucial role in optimizing energy consumption and maintaining building comfort. However, traditional BAS primarily focus on reactive maintenance, addressing equipment failures only after they occur. This reactive approach can lead to costly downtime, disrupted operations, and higher repair costs. Machine Learning (ML) offers a powerful tool for BAS to transition from reactive to proactive maintenance, enabling the prediction of potential equipment failures and the implementation of preventive measures. This...

Automation Articles