| All you need to know about model predictive control for buildings J Drgoňa, J Arroyo, IC Figueroa, D Blum, K Arendt, D Kim, EP Ollé, ... Annual Reviews in Control 50, 190-232, 2020 | 665 | 2020 |
| 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 | 114 | 2016 |
| Field demonstration and implementation analysis of model predictive control in an office HVAC system D Blum, Z Wang, C Weyandt, D Kim, M Wetter, T Hong, MA Piette Applied energy 318, 119104, 2022 | 91 | 2022 |
| System identification for building thermal systems under the presence of unmeasured disturbances in closed loop operation: Theoretical analysis and application D Kim, J Cai, J Braun, K Ariyura Energy and Buildings 167, 359-369, 2018 | 87 | 2018 |
| Reduced-order building modeling for application to model-based predictive control D Kim, JE Braun SimBuild 2012 Conference in. Madison, Wisconsin. 1, 2, 2012 | 63 | 2012 |
| Site demonstration and performance evaluation of MPC for a large chiller plant with TES for renewable energy integration and grid decarbonization D Kim, Z Wang, J Brugger, D Blum, M Wetter, T Hong, MA Piette Applied energy 321, 119343, 2022 | 48 | 2022 |
| A general approach for generating reduced-order models for large multi-zone buildings D Kim, JE Braun Journal of Building Performance Simulation 8 (6), 435-448, 2015 | 47 | 2015 |
| Development, implementation and performance of a model predictive controller for packaged air conditioners in small and medium-sized commercial building applications D Kim, JE Braun Energy and Buildings 178, 49-60, 2018 | 46 | 2018 |
| 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 | 37 | 2015 |
| Development, validation and application of a coupled reduced-order CFD model for building control applications D Kim, JE Braun, EM Cliff, JT Borggaard Building and Environment 93, 97-111, 2015 | 37 | 2015 |
| 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 | 36 | 2016 |
| Comparisons of building system modeling approaches for control system design D Kim, W Zuo, JE Braun, M Wetter | 36 | 2013 |
| MPC solution for optimal load shifting for buildings with ON/OFF staged packaged units: Experimental demonstration, and lessons learned D Kim, JE Braun Energy and Buildings 266, 112118, 2022 | 33 | 2022 |
| 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 multi-agent control based demand response strategy for multi-zone buildings J Cai, JE Braun, D Kim, J Hu 2016 American Control Conference (ACC), 2365-2372, 2016 | 29 | 2016 |
| Distributed model predictive control for building HVAC systems: A case study VK Putta, D Kim, J Cai, J Hu, JE Braun Proceedings of the 3rd International High Performance Buildings Conference, 2014 | 25 | 2014 |
| A distributed approach to efficient model predictive control of building HVAC systems V Putta, G Zhu, D Kim, J Hu, JE Braun Proceedings of the 2nd International High Performance Building Conference, 2012 | 21 | 2012 |
| A methodology for generating reduced-order models for large-scale buildings using the Krylov subspace method D Kim, Y Bae, S Yun, JE Braun Journal of Building Performance Simulation 13 (4), 419-429, 2020 | 19 | 2020 |
| Optimizing zone temperature setpoint excitation to minimize training data for data-driven dynamic building models J Cai, D Kim, JE Braun, J Hu 2016 American Control Conference (ACC), 1478-1484, 2016 | 19 | 2016 |
| Comparative evaluation of model predictive control strategies for a building HVAC system V Putta, G Zhu, D Kim, J Hu, J Braun 2013 American Control Conference, 3455-3460, 2013 | 19 | 2013 |
James E. BraunPurdue UniversityVerified email at purdue.edu
