Articles with public access mandates - David H. BlumLearn more
Not available anywhere: 1
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
Mandates: US National Science Foundation
Available somewhere: 32
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
Mandates: US Department of Energy, European Commission
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
Mandates: US Department of Energy
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
Mandates: US Department of Energy, Research Council of Norway
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
Mandates: US Department of Energy, Innovation Fund Denmark
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
Mandates: US Department of Energy, State of Califonia
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
Mandates: US Department of Energy
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
Mandates: US Department of Energy
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
Mandates: US National Science Foundation
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
Mandates: US National Science Foundation
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
Mandates: US Department of Energy, State of Califonia
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
Mandates: US Department of Energy, State of Califonia
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, ...
Mandates: US Department of Energy, European Commission
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
Mandates: US Department of Energy
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
Mandates: US Department of Energy, State of Califonia
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, ...
Mandates: US Department of Energy
Solar+ Optimizer: A Model Predictive Control Optimization Platform for Grid Responsive Building Microgrids
A Krishnan Prakash, K Zhang, P Gupta, D Blum, M Marshall, G Fierro, ...
Energies 13 (12), 3093, 2020
Mandates: US Department of Energy, State of Califonia
Performance comparison of quadratic, nonlinear, and mixed integer nonlinear MPC formulations and solvers on an air source heat pump hydronic floor heating system
E Zanetti, D Kim, D Blum, R Scoccia, M Aprile
Journal of Building Performance Simulation 16 (2), 144-162, 2023
Mandates: US Department of Energy
Development and Validation of a Latent Thermal Energy Storage Model Using Modelica
D Helmns, DH Blum, SM Dutton, VP Carey
Energies 14 (1), 194, 2021
Mandates: US Department of Energy
Integrating diagnostics and model-based optimization
J Granderson, G Lin, D Blum, J Page, M Spears, MA Piette
Energy and Buildings 182, 187-195, 2019
Mandates: US Department of Energy, US Department of Defense
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