| 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, 2020 | 667 | 2020 |
| Building optimization testing framework (BOPTEST) for simulation-based benchmarking of control strategies in buildings D Blum, J Arroyo, S Huang, J Drgoňa, F Jorissen, HT Walnum, Y Chen, ... Journal of Building Performance Simulation 14 (5), 586-610, 2021 | 102 | 2021 |
| Practical factors of envelope model setup and their effects on the performance of model predictive control for building heating, ventilating, and air conditioning systems DH Blum, K Arendt, L Rivalin, MA Piette, M Wetter, CT Veje Applied Energy 236, 410-425, 2019 | 100 | 2019 |
| 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 |
| Model Predictive Control for Demand Flexibility: Real-world Operation of a Commercial Building with Photovoltaic and Battery Systems K Zhang, A Prakash, L Paul, D Blum, P Alstone, J Zoellick, R Brown, ... Advances in Applied Energy, 100099, 2022 | 64 | 2022 |
| Technologies and magnitude of ancillary services provided by commercial buildings YJ Kim, DH Blum, N Xu, L Su, LK Norford Proceedings of the IEEE 104 (4), 758-779, 2016 | 52 | 2016 |
| A three-year dataset supporting research on building energy management and occupancy analytics N Luo, Z Wang, D Blum, C Weyandt, N Bourassa, MA Piette, T Hong Scientific Data 9 (1), 156, 2022 | 50 | 2022 |
| Opportunity Cost Quantification for Ancillary Services Provided by Heating, Ventilating, and Air-Conditioning Systems DH Blum, T Zakula, LK Norford IEEE Transactions on Smart Grid 8 (3), 1264-1273, 2017 | 50 | 2017 |
| 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 |
| Prototyping the BOPTEST framework for simulation-based testing of advanced control strategies in buildings D Blum, F Jorissen, S Huang, Y Chen, J Arroyo, K Benne, Y Li, V Gavan, ... | 42 | 2019 |
| An assessment of the load modifying potential of model predictive controlled dynamic facades within the California context C Gehbauer, DH Blum, T Wang, ES Lee Energy and Buildings 210, 109762, 2020 | 41 | 2020 |
| Dynamic simulation and analysis of ancillary service demand response strategies for variable air volume HVAC systems DH Blum, LK Norford HVAC&R Research 20 (8), 908-921, 2014 | 39 | 2014 |
| Estimating ASHRAE Guideline 36 energy savings for multi-zone variable air volume systems using Spawn of EnergyPlus K Zhang, D Blum, H Cheng, G Paliaga, M Wetter, J Granderson Journal of Building Performance Simulation 15 (2), 215-236, 2022 | 37 | 2022 |
| MPCPy: An Open-Source Software Platform for Model Predictive Control in Buildings DH Blum, M Wetter Proceedings of the 15th IBPSA Conference San Francisco, CA, USA, Aug. 7-9 …, 2017 | 37* | 2017 |
| Demand Smoothing in Military Microgrids Through Coordinated Direct Load Control SC Shabshab, PA Lindahl, JK Nowocin, J Donnal, D Blum, L Norford, ... IEEE Transactions on Smart Grid 11 (3), 1917-1927, 2019 | 29 | 2019 |
| A novel multi-market optimization problem for commercial heating, ventilation, and air-conditioning systems providing ancillary services using multi-zone inverse comprehensive … DH Blum, N Xu, LK Norford Science and Technology for the Built Environment 22 (6), 783-797, 2016 | 26 | 2016 |
| Comparison of MPC Formulations for Building Control under Commercial Time-of-Use Tariffs O Van Cutsem, M Kayal, D Blum, M Pritoni 2019 IEEE Milan PowerTech, 1-6, 2019 | 20 | 2019 |
| Development and Verification of Control Sequences for Single-Zone Variable Air Volume System Based on ASHRAE Guideline 36 K Zhang, DH Blum, M Grahovac, J Hu, J Granderson, M Wetter Proceedings of the American Modelica Conference 2020, March 23-25, Boulder …, 2020 | 17 | 2020 |
| Dynamic simulation of regulation demand response by VAV HVAC systems DH Blum, LK Norford Proc. ASHRAE/IBPSA-USA Building Simul. Conf., 402-409, 2014 | 12 | 2014 |
| Towards Digital and Performance-Based Supervisory HVAC Control Delivery A Roth, M Wetter, K Benne, D Blum, Y Chen, G Fierro, M Pritoni, A Saha, ... | 11 | 2022 |
