TY - GEN
T1 - Regulation Capacity Margin Evaluation of Power Systems Considering Multiple Flexible Resources
AU - You, Daning
AU - Gao, Song
AU - Chen, Siying
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - With a large number of renewable energy sources connected to the grid, the aim is to achieve carbon neutrality in the mid-century. However, the increasing renewable energy penetration of power system introduces fluctuation and uncertainty, which jeopardize its safe and stable operation. Additionally, the inflexible nature of traditional thermal power units leads to insufficient supply and absorption difficulties. Consequently, there is an urgent need to utilize more flexible resources and evaluate the power system's regulation capacity margin. Firstly, we modeled the flexibility resources from the storage side and load side of the power system, where the storage side mainly includes pumped storage units and storage batteries; the load side employs load aggregators, including temperature-controlled loads (TCL) and electric vehicles (EVs) clusters. The stochastic production simulation method was employed to sample uncertainties related to new energy units and load fluctuations while retaining time-series information. This compensated for the traditional method's limitations in dynamically and accurately assessing the level of new energy consumption at each specific time. Subsequently, a quantitative evaluation metric system for power system regulation capacity is developed, considering both overall power system regulation capacity and contribution of individual flexibility resources to regulation capacity. Finally, the proposed method is based on the modified RTS-79 bus system and the experimental results demonstrates the effectiveness.
AB - With a large number of renewable energy sources connected to the grid, the aim is to achieve carbon neutrality in the mid-century. However, the increasing renewable energy penetration of power system introduces fluctuation and uncertainty, which jeopardize its safe and stable operation. Additionally, the inflexible nature of traditional thermal power units leads to insufficient supply and absorption difficulties. Consequently, there is an urgent need to utilize more flexible resources and evaluate the power system's regulation capacity margin. Firstly, we modeled the flexibility resources from the storage side and load side of the power system, where the storage side mainly includes pumped storage units and storage batteries; the load side employs load aggregators, including temperature-controlled loads (TCL) and electric vehicles (EVs) clusters. The stochastic production simulation method was employed to sample uncertainties related to new energy units and load fluctuations while retaining time-series information. This compensated for the traditional method's limitations in dynamically and accurately assessing the level of new energy consumption at each specific time. Subsequently, a quantitative evaluation metric system for power system regulation capacity is developed, considering both overall power system regulation capacity and contribution of individual flexibility resources to regulation capacity. Finally, the proposed method is based on the modified RTS-79 bus system and the experimental results demonstrates the effectiveness.
KW - Flexible resource
KW - Power system regulation capacity evaluation
KW - Renewable energy source
KW - Stochastic production simulation method
UR - http://www.scopus.com/inward/record.url?scp=85182585759&partnerID=8YFLogxK
U2 - 10.1109/EPEE59859.2023.10352053
DO - 10.1109/EPEE59859.2023.10352053
M3 - Conference contribution
AN - SCOPUS:85182585759
T3 - 2023 3rd International Conference on Energy, Power and Electrical Engineering, EPEE 2023
SP - 104
EP - 111
BT - 2023 3rd International Conference on Energy, Power and Electrical Engineering, EPEE 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 3rd International Conference on Energy, Power and Electrical Engineering, EPEE 2023
Y2 - 15 September 2023 through 17 September 2023
ER -