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Journal Articles

Optimal Control of District Cooling Energy Plant With Reinforcement Learning and Model Predictive Control

Zhong Guo, Aditya Chaudhari, Austin R. Coffman, Prabir Barooah

Publisher: ASME

J. Eng. Sustain. Bldgs. Cities. February 2024, 5(1): 011002.

Paper No: JESBC-23-1032

https://doi.org/10.1115/1.4064023

Published Online: December 4, 2023

View Article titled, Optimal Control of District Cooling Energy Plant With Reinforcement Learning and Model Predictive Control

Topics: Control equipment, Cooling, Reinforcement learning, Simulation, Algorithms, Predictive control, Water, Optimal control

Journal Articles

Analyzing Harmony and Discord Among Optimal Building Controllers Responding to Energy, Cost, and Carbon Reduction Objectives

Lily X. Li, Gregory S. Pavlak

Publisher: ASME

J. Eng. Sustain. Bldgs. Cities. February 2023, 4(1): 011002.

Paper No: JESBC-22-1021

https://doi.org/10.1115/1.4056962

Published Online: March 21, 2023

View Article titled, Analyzing Harmony and Discord Among Optimal Building Controllers Responding to Energy, Cost, and Carbon Reduction Objectives

Topics: Carbon, Control equipment, Signals, Tradeoffs, Predictive control, Structures, Dynamics (Mechanics)

Journal Articles

An Adaptive Model Predictive Control Scheme for Energy-Efficient Control of Building HVAC Systems

Tingting Zeng, Prabir Barooah

Publisher: ASME

J. Eng. Sustain. Bldgs. Cities. August 2021, 2(3): 031001.

Paper No: JESBC-21-1005

https://doi.org/10.1115/1.4051482

Published Online: June 28, 2021

View Article titled, An Adaptive Model Predictive Control Scheme for Energy-Efficient Control of Building HVAC Systems

Topics: Control equipment, HVAC equipment, Optimization, Predictive control, Simulation, Temperature, Control systems, Energy consumption, Approximation, Heat

Journal Articles

Model Predictive Control-Based Hierarchical Control of a Multi-Zone Commercial HVAC System

Naren Srivaths Raman, Rahul Umashankar Chaturvedi, Zhong Guo, Prabir Barooah

Publisher: ASME

J. Eng. Sustain. Bldgs. Cities. May 2021, 2(2): 021005.

Paper No: JESBC-21-1008

https://doi.org/10.1115/1.4051205

Published Online: June 3, 2021

View Article titled, Model Predictive Control-Based Hierarchical Control of a Multi-Zone Commercial HVAC System

Topics: Air flow, Control equipment, Cooling, Energy consumption, HVAC equipment, Simulation, Temperature, Predictive control, Climate, Structures

Journal Articles

A Computationally Efficient, High-Fidelity Testbed for Building Climate Control

Kevin J. Kircher, Walter Schaefer, K. Max Zhang

Publisher: ASME

J. Eng. Sustain. Bldgs. Cities. February 2021, 2(1): 011002.

Paper No: JESBC-20-1026

https://doi.org/10.1115/1.4048895

Published Online: November 23, 2020

View Article titled, A Computationally Efficient, High-Fidelity Testbed for Building Climate Control

Topics: Flow (Dynamics), Heat, Simulation, Temperature, Structures, Flux (Metallurgy), Predictive control

Journal citation

NARROW

Optimal Control of District Cooling Energy Plant With Reinforcement Learning and Model Predictive Control

Analyzing Harmony and Discord Among Optimal Building Controllers Responding to Energy, Cost, and Carbon Reduction Objectives

An Adaptive Model Predictive Control Scheme for Energy-Efficient Control of Building HVAC Systems

Model Predictive Control-Based Hierarchical Control of a Multi-Zone Commercial HVAC System

A Computationally Efficient, High-Fidelity Testbed for Building Climate Control

ASME Journals

ASME Conference Proceedings

ASME eBooks

Resources

Opportunities

Optimal Control of District Cooling Energy Plant With Reinforcement Learning and Model Predictive Control

Analyzing Harmony and Discord Among Optimal Building Controllers Responding to Energy, Cost, and Carbon Reduction Objectives

An Adaptive Model Predictive Control Scheme for Energy-Efficient Control of Building HVAC Systems

Model Predictive Control-Based Hierarchical Control of a Multi-Zone Commercial HVAC System

A Computationally Efficient, High-Fidelity Testbed for Building Climate Control

ASME Journals

ASME Conference Proceedings

ASME eBooks

Resources

Opportunities

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