7 citations · 7 across the 6 of their papers we have counts for
10 papers
User-specified Kelvin-hour budgets within model predictive control for energy-efficient buildings: Simulation and field demonstration
Jicheng Shi, Colin N. Jones
For energy-efficient building control, model predictive control (MPC) has been widely proposed to reduce energy use while maintaining prescribed indoor temperature bounds. In pract…
Personalized Building Climate Control with Contextual Preferential Bayesian Optimization
Wenbin Wang, Jicheng Shi, Colin N. Jones
Efficient tuning of building climate controllers to optimize occupant utility is essential for ensuring overall comfort and satisfaction. However, this is a challenging task since…
Distributionally Robust System Level Synthesis With Output Feedback Affine Control Policy
Yun Li, Jicheng Shi, Colin N. Jones +2
This paper studies the finite-horizon robust optimal control of constrained linear systems subject to model mismatch and additive stochastic disturbances. Utilizing the system leve…
Model Predictive Building Climate Control for Mitigating Heat Pump Noise Pollution (Extended Version)
Yun Li, Jicheng Shi, Colin N. Jones +2
Noise pollution from heat pumps (HPs) has been an emerging concern to their broader adoption, especially in densely populated areas. This paper explores a model predictive control…
Disturbance-adaptive Model Predictive Control for Bounded Average Constraint Violations
Jicheng Shi, Colin N. Jones
This paper considers stochastic linear time-invariant systems subject to constraints on the average number of state-constraint violations over time without knowing the disturbance…
What price to pay? Auto-tuning a building MPC controller for optimal economic cost
Jiarui Yu, Jicheng Shi, Wenjie Xu +1
Demand-side management (DSM) programs introduce complex pricing, requiring advanced control for cost minimization. Model Predictive Control (MPC) offers a solution but its performa…