A general multi-agent control approach for building energy system optimization J Cai, D Kim, R Jaramillo, JE Braun, J Hu Energy and Buildings 127, 337-351, 2016 | 108 | 2016 |
System identification for building thermal systems under the presence of unmeasured disturbances in closed loop operation: Theoretical analysis and application KBA Donghun Kim, Jie Cai, James E.Braun Energy and Buildings 167, Pages 359-369, 2018 | 82* | 2018 |
Aging-aware predictive control of PV-battery assets in buildings J Cai, H Zhang, X Jin Applied Energy 236, 478-488, 2019 | 67 | 2019 |
Operational optimization of a grid-connected factory with onsite photovoltaic and battery storage systems H Zhang, J Cai, K Fang, F Zhao, JW Sutherland Applied Energy 205, 1538-1547, 2017 | 66 | 2017 |
Laboratory-based assessment of HVAC equipment for power grid frequency regulation: Methods, regulation performance, economics, indoor comfort and energy efficiency J Cai, JE Braun Energy and Buildings 185, 148-161, 2019 | 54 | 2019 |
Distributed model predictive control via proximal jacobian admm for building control applications X Hou, Y Xiao, J Cai, J Hu, JE Braun 2017 American Control Conference (ACC), 37-43, 2017 | 46 | 2017 |
General approaches for determining the savings potential of optimal control for cooling in commercial buildings having both energy and demand charges J Cai, JE Braun, D Kim, J Hu Science and Technology for the Built Environment 22 (6), 733-750, 2016 | 35 | 2016 |
Development and experimental demonstration of a plug-and-play multiple RTU coordination control algorithm for small/medium commercial buildings D Kim, JE Braun, J Cai, DL Fugate Energy and Buildings 107, 279-293, 2015 | 34 | 2015 |
Multi-agent control for centralized air conditioning systems serving multi-zone buildings J Cai, D Kim, VK Putta, JE Braun, J Hu 2015 American Control Conference (ACC), 986-993, 2015 | 32 | 2015 |
A regulation capacity reset strategy for HVAC frequency regulation control J Cai, JE Braun Energy and Buildings 185, 272-286, 2019 | 31 | 2019 |
Smoothing control of solar photovoltaic generation using building thermal loads Z Jiang, J Cai, PS Moses Applied energy 277, 115523, 2020 | 30 | 2020 |
An inverse hygrothermal model for multi-zone buildings J Cai, J Braun Journal of Building Performance Simulation 9 (5), 510-528, 2016 | 29 | 2016 |
A Multi-Agent Control Based Demand Response Strategy for Multi-Zone Buildings J Cai, JE Braun, D Kim, J Hu American Control Conference, Boston, July 6-8, 2016 | 28 | 2016 |
Distributed model predictive control for building HVAC systems: A case study VK Putta, D Kim, J Cai, J Hu, JE Braun | 24 | 2014 |
Assessments of demand response potential in small commercial buildings across the United States J Cai, JE Braun Science and Technology for the Built Environment 25 (10), 1437-1455, 2019 | 23 | 2019 |
Optimizing Zone Temperature Setpoint Excitation to Minimize Training Data for Data-driven Dynamic Building Models J Cai, D Kim, JE Braun, J Hu American control conference, Boston, July, 6-8, 2016 | 19 | 2016 |
Assessments of variable-speed equipment for packaged rooftop units (RTUs) in the United States J Cai, JE Braun Energy and Buildings 164, 203-218, 2018 | 17 | 2018 |
A practical and scalable inverse modeling approach for multi-zone buildings J Cai, JE Braun 9th International Conference on System Simulation in Buildings, 2014 | 16 | 2014 |
A generalized control heuristic and simplified model predictive control strategy for direct-expansion air-conditioning systems J Cai, JE Braun Science and Technology for the Built Environment 21 (6), 773-788, 2015 | 15 | 2015 |
Gray-Box Modeling of Multistage Direct-Expansion Units to Enable Control System Optimization J Cai, JE Braun ASHRAE Transactions 121, 203, 2015 | 15 | 2015 |