Can I read HVAC Predictive Maintenance Analysis on EtoBox?
HVAC Predictive Maintenance Analysis by vandanavenkat325 is a document available to read on EtoBox.
What is HVAC Predictive Maintenance Analysis about?
This research explores predictive maintenance strategies for HVAC systems using machine learning techniques. It analyzes a semiconductor manufacturing dataset to simulate HVAC processes and compares algorithms like random forest and support vector machines. Random forest demonstrates superior prediction accuracy. The research aims to proactively detect HVAC issues and failures to enable proactive maintenance. A dynamic energy performance framework is also developed to assess HVAC system performance.
- Author
- vandanavenkat325
- Language
- EN