Building HVAC control with reinforcement learning for reduction of energy cost and demand charge von Jiang, Zhanhong, Risbeck, Michael J., Ramamurti, Vish, Murugesan, Sugumar, Amores, Jaume, Zhang, Chenlu, Lee, Young M., Drees, Kirk H.

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Modeling and multiobjective optimization of indoor airborne disease transmission risk and associated energy consumption for building HVAC systems von Risbeck, Michael J., Bazant, Martin Z., Jiang, Zhanhong, Lee, Young M., Drees, Kirk H., Douglas, Jonathan D.

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Benchmarking stochastic and deterministic MPC: A case study in stationary battery systems von Kumar, Ranjeet, Jalving, Jordan, Wenzel, Michael J., Ellis, Matthew J., ElBsat, Mohammad N., Drees, Kirk H., Zavala, Victor M.

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A Stochastic Model Predictive Control Framework for Stationary Battery Systems von Kumar, Ranjeet, Wenzel, Michael J., Ellis, Matthew J., ElBsat, Mohammad N., Drees, Kirk H., Zavala, Victor M.

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Stochastic model predictive control for central HVAC plants von Kumar, Ranjeet, Wenzel, Michael J., ElBsat, Mohammad N., Risbeck, Michael J., Drees, Kirk H., Zavala, Victor M.

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Dual dynamic programming for multi-scale mixed-integer MPC von Kumar, Ranjeet, Wenzel, Michael J., ElBsat, Mohammad N., Risbeck, Michael J., Drees, Kirk H., Zavala, Victor M.

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Hierarchical MPC schemes for periodic systems using stochastic programming von Kumar, Ranjeet, Wenzel, Michael J., Ellis, Matthew J., ElBsat, Mohammad N., Drees, Kirk H., Zavala, Victor M.

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A Stochastic Dual Dynamic Programming Framework for Multiscale MPC von Kumar, Ranjeet, Wenzel, Michael J., Ellis, Matthew J., ElBsat, Mohammad N., Drees, Kirk H., Zavala, Victor M.

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AUGMENTED DEEP LEARNING USING COMBINED REGRESSION AND ARTIFICIAL NEURAL NETWORK MODELING von Drees, Kirk H

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Augmented deep learning using combined regression and artificial neural network modeling von Drees, Kirk H

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Building control system with adaptive user interface von Drees, Kirk H

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Building management system with augmented deep learning using combined regression and artificial neural network modeling von Drees, Kirk H

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AIR QUALITY CONTROL SYSTEM WITH MOBILE SENSORS von DREES, Kirk, DOUGLAS, Jonathan

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Electrical energy storage system with battery resistance estimation von Drees, Kirk

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Thermostat with least squares estimation of power savings von Drees, Kirk H

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PHOTOVOLTAIC ENERGY SYSTEM WITH PREEMPTIVE RAMP RATE CONTROL von DREES, Kirk

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Electrical energy storage system with battery resistance estimation von Drees, Kirk H

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Cascaded systems and methods for controlling energy use during a demand limiting period von Drees, Kirk H, Wenzel, Michael J

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HVAC system with waterside and airside disturbance rejection von Albinger, Donald R, Drees, Kirk H

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AUGMENTED DEEP LEARNING USING COMBINED REGRESSION AND ARTIFICIAL NEURAL NETWORK MODELING von Drees, Kirk H

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