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Jicheng Shi

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Related publications (8)

Please note that this is not a complete list of this person’s publications. It includes only semantically relevant works. For a full list, please refer to Infoscience.

Automatic Control Laboratory 3

EPFL
STI
IGM
LA3

Efficient Recursive Data-enabled Predictive Control

Colin Neil Jones, Jicheng Shi, Yingzhao Lian

In the field of model predictive control, Dataenabled Predictive Control (DeePC) offers direct predictive control, bypassing traditional modeling. However, challenges emerge with increased computational demand due to recursive data updates. This paper intr ...

IEEE2024

Adaptive data-driven prediction in a building control hierarchy: A case study of demand response in Switzerland

Colin Neil Jones, Christophe Salzmann, Jicheng Shi, Yingzhao Lian

By providing various services, such as Incentive-based Demand Response (IBDR), buildings can play a crucial role in the energy market due to their significant energy consumption. However, effectively commissioning buildings for such desired functionalities ...

2025

Model predictive building climate control for mitigating heat pump noise pollution

Colin Neil Jones, Jicheng Shi

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 (MPC) approach for climate control of buildings, aimed at minimizing the noi ...

2025