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Predictive control of power demand peak regulation based on deep …
In this paper, we propose a centralized single-agent RL control system designed to optimize the energy consumption of a cluster of four buildings by controlling their thermal …
Peak Shaving and Frequency Regulation Coordinated Output …
In this paper, a peak shaving and frequency regulation coordinated output strategy based on the existing energy storage is proposed to improve the economic problem of …
Flexibility enhancement of renewable-penetrated power systems ...
DOI: 10.1016/j.epsr.2024.110354 Corpus ID: 268763996; Flexibility enhancement of renewable-penetrated power systems coordinating energy storage deployment and deep peak regulation …
Two-Layer Optimal Scheduling and Economic Analysis of Composite Energy …
A two-layer scheduling method of energy storage that considers the uncertainty of both source and load is proposed to coordinate thermal power with composite energy …
Optimization Operation of Power Systems with Thermal Units and Energy …
This study proposes an optimized operation model for the joint operation of thermal power and energy storage while considering the lifespan degradation of energy …
Analysis of energy storage demand for peak shaving and …
Energy storage (ES) can mitigate the pressure of peak shaving and frequency regulation in power systems with high penetration of renewable energy (RE) caused by …
Source-load cooperative multi-modal peak regulation …
In addition, the demand response can effectively reduce the peak–valley difference in the system net load, peak load pressure, and energy storage of the thermal power units. By comparing the output of the thermal …
Flexibility enhancement of renewable-penetrated power systems ...
The simulation results show that the EHH-MESS proposed in this paper has a better power grid regulation flexibility and economy, and can be used to replace the battery …
Optimization strategy of combined thermal-storage-photovoltaic …
DOI: 10.1016/j.egyr.2022.03.050 Corpus ID: 247650823; Optimization strategy of combined thermal-storage-photovoltaic economic operation considering deep peak load regulation demand
Joint scheduling method of peak shaving and frequency regulation …
This paper proposed a joint scheduling method of peak shaving and frequency regulation using hybrid energy storage system with battery energy storage and flywheel …
Predictive control of power demand peak regulation based on …
In this paper, we propose a centralized single-agent RL control system designed to optimize the energy consumption of a cluster of four buildings by controlling their thermal …
Joint Optimal Deep Peak Regulation of Renewable-rich Power System …
Abstract: The increasing installed capacity of renewable energy such as wind power has put tremendous pressure on peak regulation of system. In order to promote wind …
Two-Stage Energy Storage Allocation Considering Voltage ...
1 · The authors propose a two-stage sequential configuration method for energy storage systems to solve the problems of the heavy load, low voltage, and increased network loss …
Pricing the deep peak regulation service of coal-fired power …
Compared to costly energy storage devices [9], [10] ... If all renewable energy is fully integrated, the proportion of renewable energy over system load demand will be 5.82%, …
Analysis of energy storage demand for peak shaving and …
This paper presents a day‐ahead scheduling for multi‐energy entities. The deep load regulation involving pumped storages, which refers to deep peak regulation, is adopted to …
Optimization Operation of Power Systems with …
This study proposes an optimized operation model for the joint operation of thermal power and energy storage while considering the lifespan degradation of energy storage and the deep peak shaving of thermal power. …
Two-Stage Energy Storage Allocation Considering Voltage
1 · The authors propose a two-stage sequential configuration method for energy storage systems to solve the problems of the heavy load, low voltage, and increased network loss …
Determining deep peak-regulation reserve for power system …
Firstly, a peak-regulation reserve model of renewable energy is established based on the uncertainty, and a peak-regulation reserve model of VES is designed considering the demand …
Determining deep peak-regulation reserve for power system with …
Firstly, a peak-regulation reserve model of renewable energy is established based on the uncertainty, and a peak-regulation reserve model of VES is designed considering the demand …
Optimal Deployment of Energy Storage for Providing Peak …
Aiming at the current problem of penetration of renewable energy, this paper proposes a technical and economic model of energy storage system participating in deep peak …
Flexibility enhancement of renewable-penetrated power systems ...
This paper proposes to enhance the flexibility of renewable-penetrated power systems by coordinating energy storage deployment and deep peak regulation of thermal …
Collaborative optimization of renewable energy power systems ...
The adjustable potential of purchased power load exists in two aspects: one is the controllable resources of inner energy supply and use system, and the other is the energy …
Joint Optimal Deep Peak Regulation of Renewable-rich Power …
Abstract: The increasing installed capacity of renewable energy such as wind power has put tremendous pressure on peak regulation of system. In order to promote wind …
Optimal Deployment of Energy Storage for Providing Peak Regulation ...
Aiming at the current problem of penetration of renewable energy, this paper proposes a technical and economic model of energy storage system participating in deep peak …
Optimization strategy of combined thermal-storage
Due to the randomness and uncertainty of renewable energy output and the increasing capacity of its access to power system, the deep peak load regulation of power …
Optimal scheduling for power system peak load regulation considering ...
Optimal scheduling for power system peak load regulation considering short-time startup and shutdown operations of thermal power unit ... pumped-hydro energy storage …