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Gregor P. Henze
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Journal Articles

Evaluation of the Demand Flexibility Potential Through Joint Optimization of Building Thermal Response and Indoor Air Quality in Commercial Buildings

Andrew B. Klavekoske, Vincent J. Cushing, Gregor P. Henze
Journal: ASME Journal of Engineering for Sustainable Buildings and Cities
Publisher: ASME
Article Type: Research Papers
J. Eng. Sustain. Bldgs. Cities. May 2024, 5(2): 021003.
Paper No: JESBC-24-1009
https://doi.org/10.1115/1.4065704
Published Online: June 28, 2024
View Article titled, Evaluation of the Demand Flexibility Potential Through Joint Optimization of Building Thermal Response and Indoor Air Quality in Commercial Buildings
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Topics: Carbon, Emissions, Optimization, Ventilation, Temperature, HVAC equipment
Journal Articles

Reinforcement Learning Building Control: An Online Approach With Guided Exploration Using Surrogate Models

Sourav Dey, Gregor P. Henze
Journal: ASME Journal of Engineering for Sustainable Buildings and Cities
Publisher: ASME
Article Type: Research Papers
J. Eng. Sustain. Bldgs. Cities. February 2024, 5(1): 011005.
Paper No: JESBC-24-1001
https://doi.org/10.1115/1.4064842
Published Online: March 12, 2024
View Article titled, Reinforcement Learning Building Control: An Online Approach With Guided Exploration Using Surrogate Models
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Topics: Reinforcement learning, Control equipment, Temperature, Batteries
Proceedings Papers

Towards Optimizing Building Energy Use to Reduce Electric System Carbon Emissions

Erik M. Greensfelder, Gregor P. Henze, Vincent J. Cushing
Proc. ASME. ES2010, ASME 2010 4th International Conference on Energy Sustainability, Volume 1, 999-1008, May 17–22, 2010
Publisher: American Society of Mechanical Engineers
Paper No: ES2010-90141
https://doi.org/10.1115/ES2010-90141
View Paper titled, Towards Optimizing Building Energy Use to Reduce Electric System Carbon Emissions
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Topics: Carbon, Electronic systems, Emissions, Energy consumption, Stress, Climate change, Fossil fuels, Generators, Power stations, Power systems (Machinery)
Proceedings Papers

Advances in Near-Optimal Control of Passive Building Thermal Storage

Gregor P. Henze, Anthony R. Florita, Michael J. Brandemuehl, Clemens Felsmann, Hwakong Cheng
Proc. ASME. ES2009, ASME 2009 3rd International Conference on Energy Sustainability, Volume 2, 271-280, July 19–23, 2009
Publisher: American Society of Mechanical Engineers
Paper No: ES2009-90143
https://doi.org/10.1115/ES2009-90143
View Paper titled, Advances in Near-Optimal Control of Passive Building Thermal Storage
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Topics: Thermal energy storage, Climate, Structures, Commercial construction, Optimal control, Optimization, Simulation, Trajectories (Physics), Uncertainty
Proceedings Papers

Modeling and Optimal Control of Distributed Generation Systems for Demand and Energy Management

Andrew J. Yosten, Gregor P. Henze
Proc. ASME. ES2009, ASME 2009 3rd International Conference on Energy Sustainability, Volume 2, 109-119, July 19–23, 2009
Publisher: American Society of Mechanical Engineers
Paper No: ES2009-90142
https://doi.org/10.1115/ES2009-90142
View Paper titled, Modeling and Optimal Control of Distributed Generation Systems for Demand and Energy Management
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Topics: Distributed power generation, Energy management, Modeling, Optimal control, Emergencies, Stress, Cogeneration plants, Cogeneration systems, Emissions, Health care
Proceedings Papers

Sensor Networks for Lighting Control

Dale K. Tiller, Gregor P. Henze, Xin Guo, Clarence E. Waters
Proc. ASME. ES2009, ASME 2009 3rd International Conference on Energy Sustainability, Volume 2, 309-318, July 19–23, 2009
Publisher: American Society of Mechanical Engineers
Paper No: ES2009-90269
https://doi.org/10.1115/ES2009-90269
View Paper titled, Sensor Networks for Lighting Control
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Topics: Sensor networks, Sensors, Energy management, Uncertainty, Control algorithms, Delays, Residential construction, Security, Structures, Wireless sensor networks
Journal Articles

Advances in Near-Optimal Control of Passive Building Thermal Storage

Gregor P. Henze, Anthony R. Florita, Michael J. Brandemuehl, Clemens Felsmann, Hwakong Cheng
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. May 2010, 132(2): 021009.
https://doi.org/10.1115/1.4001466
Published Online: May 10, 2010
View Article titled, Advances in Near-Optimal Control of Passive Building Thermal Storage
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Topics: Climate, Optimal control, Optimization, Simulation, Storage, Stress, Structures, Temperature, Thermal energy storage, Cooling
Proceedings Papers

Adaptive Optimal Control of a Grid-Independent Photovoltaic System

Gregor P. Henze, Robert H. Dodier
Proc. ASME. SED2002, Solar Energy, 139-148, June 15–20, 2002
Publisher: American Society of Mechanical Engineers
Paper No: SED2002-1045
https://doi.org/10.1115/SED2002-1045
View Paper titled, Adaptive Optimal Control of a Grid-Independent Photovoltaic System
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Topics: Optimal control, Photovoltaic power systems, Stress, Algorithms, Simulation, Storage, Weight (Mass)
Proceedings Papers

Parametric Study of a Simplified Ice Storage Model Operating Under Conventional and Optimal Control Strategies

Gregor P. Henze
Proc. ASME. SED2002, Solar Energy, 83-95, June 15–20, 2002
Publisher: American Society of Mechanical Engineers
Paper No: SED2002-1039
https://doi.org/10.1115/SED2002-1039
View Paper titled, Parametric Study of a Simplified Ice Storage Model Operating Under Conventional and Optimal Control Strategies
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Topics: Ice, Optimal control, Storage, Load forecasting, Cooling, Energy consumption, Water
Proceedings Papers

Trade-Off Between Energy Consumption and Utility Cost in the Optimal Control of Active and Passive Building Thermal Storage Inventory

Gregor P. Henze
Proc. ASME. ISEC2004, Solar Energy, 111-119, July 11–14, 2004
Publisher: American Society of Mechanical Engineers
Paper No: ISEC2004-65108
https://doi.org/10.1115/ISEC2004-65108
View Paper titled, Trade-Off Between Energy Consumption and Utility Cost in the Optimal Control of Active and Passive Building Thermal Storage Inventory
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Topics: Energy consumption, Optimal control, Thermal energy storage, Tradeoffs, Storage, Structures, Cooling, Stress, Commercial construction, Control equipment
Proceedings Papers

Parametric Analysis of Active and Passive Building Thermal Storage Utilization

Guo Zhou, Moncef Krarti, Gregor P. Henze
Proc. ASME. ISEC2004, Solar Energy, 193-203, July 11–14, 2004
Publisher: American Society of Mechanical Engineers
Paper No: ISEC2004-65087
https://doi.org/10.1115/ISEC2004-65087
View Paper titled, Parametric Analysis of Active and Passive Building Thermal Storage Utilization
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Topics: Thermal energy storage, Cooling, Structures, Optimal control, Storage, Stress, Ice, Signals, Simulation
Proceedings Papers

Effect of Design Parameters on the Performance of Thermal Energy Storage Systems

Gregor P. Henze
Proc. ASME. ISEC2004, Solar Energy, 135-143, July 11–14, 2004
Publisher: American Society of Mechanical Engineers
Paper No: ISEC2004-65183
https://doi.org/10.1115/ISEC2004-65183
View Paper titled, Effect of Design Parameters on the Performance of Thermal Energy Storage Systems
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Topics: Design, Thermal energy storage, Cooling, Compressors, Ice, Optimal control, Simulation, Storage
Proceedings Papers

Sensitivity Analysis of Optimal Building Thermal Mass Control

Gregor P. Henze, Thoi H. Le, Anthony R. Florita
Proc. ASME. ISEC2005, Solar Energy, 209-224, August 6–12, 2005
Publisher: American Society of Mechanical Engineers
Paper No: ISEC2005-76201
https://doi.org/10.1115/ISEC2005-76201
View Paper titled, Sensitivity Analysis of Optimal Building Thermal Mass Control
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Topics: Sensitivity analysis, Temperature, Cooling, Simulation, Capacitance, Control equipment, Design, Energy consumption, HVAC equipment, Optimal control
Proceedings Papers

Evaluation of Reinforcement Learning for Optimal Control of Building Active and Passive Thermal Storage Inventory

Simeng Liu, Gregor P. Henze
Proc. ASME. ISEC2005, Solar Energy, 301-311, August 6–12, 2005
Publisher: American Society of Mechanical Engineers
Paper No: ISEC2005-76085
https://doi.org/10.1115/ISEC2005-76085
View Paper titled, Evaluation of Reinforcement Learning for Optimal Control of Building Active and Passive Thermal Storage Inventory
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Topics: Optimal control, Thermal energy storage, Control equipment, Cooling, Feedback, Machine learning, Space, Stress, Structures, Temperature
Journal Articles

Evaluation of Reinforcement Learning for Optimal Control of Building Active and Passive Thermal Storage Inventory

Simeng Liu, Gregor P. Henze
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. May 2007, 129(2): 215–225.
https://doi.org/10.1115/1.2710491
Published Online: October 31, 2006
View Article titled, Evaluation of Reinforcement Learning for Optimal Control of Building Active and Passive Thermal Storage Inventory
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Topics: Control equipment, Cooling, Optimal control, Stress, Thermal energy storage, Temperature, Simulation, Algorithms
Journal Articles

Sensitivity Analysis of Optimal Building Thermal Mass Control

Gregor P. Henze, Thoi H. Le, Anthony R. Florita, Clemens Felsmann
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. November 2007, 129(4): 473–485.
https://doi.org/10.1115/1.2770755
Published Online: May 19, 2006
View Article titled, Sensitivity Analysis of Optimal Building Thermal Mass Control
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Topics: Cooling, Energy consumption, Modeling, Optimal control, Sensitivity analysis, Stress, Temperature, Thermal energy storage, Fans, Simulation
Journal Articles

Parametric Analysis of Active and Passive Building Thermal Storage Utilization

Guo Zhou, Moncef Krarti, Gregor P. Henze
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Technical Papers
J. Sol. Energy Eng. February 2005, 127(1): 37–46.
https://doi.org/10.1115/1.1824110
Published Online: February 7, 2005
View Article titled, Parametric Analysis of Active and Passive Building Thermal Storage Utilization
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Topics: Cooling, Thermal energy storage, Optimal control, Temperature, Storage, Stress
Journal Articles

Energy and Cost Minimal Control of Active and Passive Building Thermal Storage Inventory

Gregor P. Henze
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Research Papers
J. Sol. Energy Eng. August 2005, 127(3): 343–351.
https://doi.org/10.1115/1.1877513
Published Online: January 21, 2005
View Article titled, Energy and Cost Minimal Control of Active and Passive Building Thermal Storage Inventory
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Topics: Cooling, Energy consumption, Optimal control, Storage, Stress, Thermal energy storage, Accounting, Modeling, Optimization
Journal Articles

Statistical Analysis of Neural Networks as Applied to Building Energy Prediction

Robert H. Dodier, Gregor P. Henze
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Technical Papers
J. Sol. Energy Eng. February 2004, 126(1): 592–600.
https://doi.org/10.1115/1.1637640
Published Online: February 12, 2004
View Article titled, Statistical Analysis of Neural Networks as Applied to Building Energy Prediction
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Topics: Artificial neural networks, Energy consumption, Regression models, Statistical analysis, Temperature
Journal Articles

An Overview of Optimal Control for Central Cooling Plants with Ice Thermal Energy Storage

Gregor P. Henze
Journal: Journal of Solar Energy Engineering
Publisher: ASME
Article Type: Technical Papers
J. Sol. Energy Eng. August 2003, 125(3): 302–309.
https://doi.org/10.1115/1.1591801
Published Online: August 4, 2003
View Article titled, An Overview of Optimal Control for Central Cooling Plants with Ice Thermal Energy Storage
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Topics: Cooling, Ice, Optimal control, Storage, Stress, Thermal energy storage