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.

Occupants are one of the greatest influences of building energy use. Even with modern automation, emerging evidence suggests that occupants are often dissatisfied with automation and may intervene. The IEA-EBC Annex 79 explores the tradeoff between building automation and manual systems to optimize occupant comfort and health, and energy efficiency. This seminar will in particular showcase subtask 4 of the Annex, which focuses on case studies and real world implementation of occupant-centric
control.

• 1. Clustering and Motif Identification-Based Occupant-Centric Control of an Air Handling Unit: Lessons Learned from a Real-World Implementation
  Brodie Hobson, Student Member and Burak Gunay, Ph.D., Associate Member, Carleton University, Ottawa, ON, Canada
• 2. Hvaclearn: A Reinforcement Learning Based Controller for Occupant Centric Thermostat Control
  June Young Park, The University of Texas at Austin, Austin, TX
• 3. An International Survey of Building Operators' Role in Occupant-Centric Building Operation: Preliminary Insights
  Michael Kane, Ph.D., Member, Northeastern University, Boston, MA
• 4. Spatial Optimization and Flex-Based Workspaces: A Big Opportunity for Occupant-Centric Building Controls and Operations?
  Clayton Miller, Ph.D., Member, National University of Singapore, Singapore, Singapore