A survey of computational intelligence techniques for air-conditioners energy management
Effective design of air-conditioner (AC) management system has the potential to reduce the
cost of electricity consumption and help users to participate in demand response (DR) …
cost of electricity consumption and help users to participate in demand response (DR) …
Aggregate power control of heterogeneous TCL populations governed by Fokker–Planck equations
J Zheng, G Laparra, G Zhu, M Li - IEEE Transactions on Control …, 2020 - ieeexplore.ieee.org
This article addresses the modeling and control of heterogeneous populations of
thermostatically controlled loads (TCLs) operated by model predictive control (MPC) …
thermostatically controlled loads (TCLs) operated by model predictive control (MPC) …
Data-driven state of risk prediction and mitigation in support of the net-zero carbon electric grid
An approach for reaching the net-zero carbon electricity grid is to intensify the deployment of
distributed renewable generation resources such as photovoltaic (PV) solar and wind …
distributed renewable generation resources such as photovoltaic (PV) solar and wind …
Event-Triggered Power Tracking Control of Heterogeneous TCL Populations
Z Zhang, J Zheng, G Zhu - IEEE Transactions on Smart Grid, 2024 - ieeexplore.ieee.org
This paper presents a study on event-triggered power tracking control of heterogeneous
thermostatically controlled load (TCL) populations. The developed schemes are based on …
thermostatically controlled load (TCL) populations. The developed schemes are based on …
Power Tracking Control of Heterogeneous Populations of TCLs with Partially Measured States
Z Zhang, J Zheng, G Zhu - arXiv preprint arXiv:2310.07906, 2023 - arxiv.org
This paper presents a new aggregate power tracking control scheme for populations of
thermostatically controlled loads (TCLs). The control design is performed in the framework of …
thermostatically controlled loads (TCLs). The control design is performed in the framework of …
Power Tracking Control of Heterogeneous Populations of Thermostatically Controlled Loads with Partially Measured States
Z Zhang, J Zheng, G Zhu - IEEE Access, 2024 - ieeexplore.ieee.org
This paper presents a new aggregate power tracking control scheme for populations of
thermostatically controlled loads (TCLs). The control design is performed in the framework of …
thermostatically controlled loads (TCLs). The control design is performed in the framework of …
A PDE-Based Aggregate Power Tracking Control of Heterogeneous TCL Populations
J Zheng, G Zhu, M Li - Handbook of Smart Energy Systems, 2023 - Springer
This chapter presents the development and the analysis of a scheme for aggregate power
tracking control of heterogeneous populations of thermostatically controlled loads (TCLs) …
tracking control of heterogeneous populations of thermostatically controlled loads (TCLs) …
Desynchronized model predictive control for large populations of fans in server racks of datacenters
The aim of this paper is to mitigate the problem of high power demand peak and load
oscillations in the operation of a large population of thermostatically controlled loads (TCLs) …
oscillations in the operation of a large population of thermostatically controlled loads (TCLs) …
Power Tracking Control of Heterogeneous TCL Populations with Modeling Uncertainties and Communication Restrictions
Z Zhang, J Zheng, G Zhu - arXiv preprint arXiv:2305.09118, 2023 - arxiv.org
This paper presents a new aggregate power tracking control scheme for populations of
thermostatically controlled loads (TCLs). The control design is carried out in the framework …
thermostatically controlled loads (TCLs). The control design is carried out in the framework …
Coordination and control of distributed energy resources: Modeling and analysis techniques
M Nazir - 2020 - deepblue.lib.umich.edu
Coordinated control of distributed energy resources (DERs), such as flexible loads, storage
devices and solar photovoltaic inverters, can provide valuable services to the electricity grid …
devices and solar photovoltaic inverters, can provide valuable services to the electricity grid …