TY - JOUR
T1 - Performance Evaluation of BESS for Korean Power System Using Equivalent Power System Circuit Model
AU - Jo, Hyeondeok
AU - Kim, Chunghun
AU - Han, Sekyung
N1 - Publisher Copyright:
© 2019, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
PY - 2019
Y1 - 2019
N2 - This paper describes a method of modeling power system elements involved in frequency-active power control using frequency data of south Korea power system. A particle swarm optimization method is used for estimating the parameters of the transfer function which illustrates the relationship between frequency and active power deviation. To obtain the optimal parameter estimation, we use the mean absolute percentage error (MAPE) index for evaluating the accuracy of estimation compared to real data. Real frequency and power data from KPX were used for comparison studies. From the proposed equivalent power system circuit model, we achieved 0.0052% MAPE compared to real data. To evaluate the BESS frequency regulation performance, we considered the BESS control algorithm which is based on the data of Korea electric power corporation (KEPCO). From this case study, we confirmed that the BESS which is operated in south Korea can improve frequency regulation in case of frequency event by increasing nadir frequency up to 0.0335Hz.
AB - This paper describes a method of modeling power system elements involved in frequency-active power control using frequency data of south Korea power system. A particle swarm optimization method is used for estimating the parameters of the transfer function which illustrates the relationship between frequency and active power deviation. To obtain the optimal parameter estimation, we use the mean absolute percentage error (MAPE) index for evaluating the accuracy of estimation compared to real data. Real frequency and power data from KPX were used for comparison studies. From the proposed equivalent power system circuit model, we achieved 0.0052% MAPE compared to real data. To evaluate the BESS frequency regulation performance, we considered the BESS control algorithm which is based on the data of Korea electric power corporation (KEPCO). From this case study, we confirmed that the BESS which is operated in south Korea can improve frequency regulation in case of frequency event by increasing nadir frequency up to 0.0335Hz.
KW - Electric power systems
KW - Energy storage system
KW - Frequency control
KW - Parameter optimization
UR - https://www.scopus.com/pages/publications/85076143538
U2 - 10.1016/j.ifacol.2019.08.200
DO - 10.1016/j.ifacol.2019.08.200
M3 - Conference article
AN - SCOPUS:85076143538
SN - 2405-8963
VL - 52
SP - 246
EP - 251
JO - IFAC-PapersOnLine
JF - IFAC-PapersOnLine
IS - 4
T2 - IFAC Workshop on Control of Smart Grid and Renewable Energy Systems, CSGRES 2019
Y2 - 10 June 2019 through 12 June 2019
ER -