173 citations · 1.6k across the 132 of their papers we have counts for
4 papers · 1 filter
Statistical Results on Filtering and Epi-convergence for Learning-Based Model Predictive Control
Anil Aswani, Humberto Gonzalez, S. Shankar Sastry +1
Learning-based model predictive control (LBMPC) is a technique that provides deterministic guarantees on robustness, while statistical identification tools are used to identify ric…
Incentive Design for Efficient Building Quality of Service
Anil Aswani, Claire Tomlin
Buildings are a large consumer of energy, and reducing their energy usage may provide financial and societal benefits. One challenge in achieving efficient building operation is th…
Quantitative Methods for Comparing Different HVAC Control Schemes
Anil Aswani, Neal Master, Jay Taneja +3
Experimentally comparing the energy usage and comfort characteristics of different controllers in heating, ventilation, and air-conditioning (HVAC) systems is difficult because var…
Energy-Efficient Building HVAC Control Using Hybrid System LBMPC
Anil Aswani, Neal Master, Jay Taneja +3
Improving the energy-efficiency of heating, ventilation, and air-conditioning (HVAC) systems has the potential to realize large economic and societal benefits. This paper concerns…