• Seminar 62 -- Predictive Analytics for HVAC Engineers: What Is in the Box?

Seminar 62 -- Predictive Analytics for HVAC Engineers: What Is in the Box?

ASHRAE , 2019

Publisher: ASHRAE

File Format: PDF

$26.00$52.00


This product is a zip file that contains files that consist of PowerPoint slides synchronized with the audio-recording of the speaker, PDF files of the slides, and audio only (mp3 format) as noted.
New machine learning and AI techniques are widely adapted for data discovery. The software industry has effectively used predictive analytics for retail marketing, computer system performance, network reliability among many other successful applications. Building energy use and HVAC equipment performance data from building automation systems can be used for predicting energy use intelligently with the new techniques. This session brings together three diverse, experienced researches in the field of machine learning and building energy management applications.
1. Urban-Scale Natural Ventilation with Physics-Informed Machine Learning Prediction
Chao Ding, Ph.D., Associate Member
2. Integrating BEM with Data and Machine Learning: Challenges and Perspectives
Adrian Chong, Ph.D., Member
3. Great Energy Predictor Shootout II: Revisited
Clayton Miller, Ph.D.

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