A Review for Reinforcement Learning and AI Techniques in HVAC Automation System
This online engineering CPD course reviews the application of artificial intelligence (AI), particularly reinforcement learning, in improving the performance and energy efficiency of heating, ventilation, and air conditioning (HVAC) systems in buildings.
This course covers commonly used AI algorithms in HVAC control, methods for collecting simulated and real operational data for new and existing buildings, and the architecture of recent AI techniques. It also emphasizes the methodologies used to integrate AI algorithms with HVAC system models, real-time assistive applications for enhancing energy savings, and the current limitations preventing AI from being widely adopted as a standalone HVAC control solution.
This 3 CPD online course is applicable to mechanical and HVAC engineers, as well as other technical professionals who are interested in learning more about the application of artificial intelligence in HVAC automation systems.
This PE continuing education course is intended to provide you with the following specific knowledge and skills:
- Explaining the role of Artificial Intelligence (AI) and reinforcement learning in optimizing HVAC system performance
- Identifying the commonly used AI algorithms in HVAC control and their application domains
- Understanding the difference between methods of collecting simulated data for new buildings and real-time data for existing buildings
- Describing the architecture and methodologies for interfacing AI algorithms with HVAC system models
- Evaluating real-world applications of AI-enhanced HVAC control systems for energy savings
- Learning about the challenges and research gaps preventing AI from becoming a fully autonomous control system in HVAC applications
Upon successful completion of the quiz, print your Certificate of Completion instantly. (Note: if you are paying by check or money order, you will be able to print it after we receive your payment.) For your convenience, we will also email it to you. Please note that you can log in to your account at any time to access and print your Certificate of Completion.