32 results on '"Risbeck, Michael J."'
Search Results
2. Dual Dynamic Programming for Multi-Scale Mixed-Integer MPC
3. Stochastic Model Predictive Control for Central HVAC Plants
4. Data-driven control of airborne infection risk and energy use in buildings
5. Grey-box model and neural network disturbance predictor identification for economic MPC in building energy systems
6. A timeseries supervised learning framework for fault prediction in chiller systems
7. Modeling and multiobjective optimization of indoor airborne disease transmission risk and associated energy consumption for building HVAC systems
8. Building HVAC control with reinforcement learning for reduction of energy cost and demand charge
9. Dual dynamic programming for multi-scale mixed-integer MPC
10. Unification of closed-loop scheduling and control: State-space formulations, terminal constraints, and nominal theoretical properties
11. Mixed-integer optimization methods for online scheduling in large-scale HVAC systems
12. Economic MPC and real-time decision making with application to large-scale HVAC energy systems
13. On the inherent robustness of optimal and suboptimal nonlinear MPC
14. A mixed-integer linear programming model for real-time cost optimization of building heating, ventilation, and air conditioning equipment
15. Pitfalls of Using CO2 Measurements as the Sole Indicator of IAQ and Airborne Transmission Risk.
16. Real-Time Mixed-Integer Optimization for Improved Economic Performance in HVAC Systems
17. Closed-loop Economic Model Predictive Control for Scheduling and Control Problems
18. A hybrid machine learning approach integrating recurrent neural networks with subspace identification for modelling HVAC systems
19. Assessment of Airborne Disease Transmission Risk and Energy Impact of HVAC Mitigation Strategies
20. Quantifying the tradeoff between energy consumption and the risk of airborne disease transmission for building HVAC systems
21. Modeling and Multiobjective Optimization of Indoor Airborne Disease Transmission Risk and Associated Energy Consumption for Building HVAC Systems
22. Quantifying the tradeoff between energy consumption and the risk of airborne disease transmission for building HVAC systems.
23. Economic Model Predictive Control for Time-Varying Cost and Peak Demand Charge Optimization
24. Stochastic model predictive control for central HVAC plants
25. Deep Reinforcement Learning for Energy Cost Optimization in Building HVAC Systems.
26. A Case Study of Economic Optimization of HVAC Systems based on the Stanford University Campus Airside and Waterside Systems
27. Mixed-integer optimization methods for online scheduling in large-scale HVAC systems
28. Model predictive control with discrete actuators: Theory and application
29. Closed-Loop Scheduling for Cost Minimization in HVAC Central Plants
30. Stability and robustness of model predictive control with discrete actuators
31. Distributed economic model predictive control for large-scale building temperature regulation
32. Cost optimization of combined building heating/cooling equipment via mixed-integer linear programming
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