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Building Automation



HVAC Systems

How Artificial Intelligence is Reshaping HVAC Efficiency

Traditionally, HVAC control within building automation systems has relied on rule-based systems and human programmed schedules.  These systems, while effective, leave significant room for further optimization.  The emergence of artificial intelligence (AI) and machine learning (ML) offers...



HVAC Systems

Balancing Investment vs. Savings in BAS for HVAC Systems

Building automation systems (BAS) offer the tantalizing promise of streamlined HVAC operations, increased energy efficiency, and enhanced occupant comfort. However, the upfront investment involved can lead to hesitation among building owners and facility managers. Determining whether the long-term...

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