TY - JOUR
T1 - Security-constrained Economic Dispatch (SCED) Considering Load Level Uncertainty
AU - Flores, Ben Je Mar Hope
AU - Song, Hwachang
N1 - Publisher Copyright:
© This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc /3.0/) which permits unrestricted noncommercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
PY - 2022/6
Y1 - 2022/6
N2 - In power system operation, security-constrained economic dispatch (SCED) is used to provide a reference point for the next time period for each dispatchable generator, and load forecasting needs to be involved in the SCED procedure. In real-time operation, forecasting errors and the nonlinearity of the load change might cause undesirable dispatch patterns in terms of system security. This study presents an SCED that considers the uncertainty of the system load level. For this purpose, a fuzzy model was employed to express the uncertainty in the load level change, and a practical two-stage SCED solution method was adopted. In addition, to resolve the difficulty in determining the reference generation pattern from solutions using this model, a procedure is required to determine the secure upper and lower limits for the dispatchable generators as the final SCED outcome. The numerical results were obtained using a 43-bus test system to test the feasibility of the proposed method.
AB - In power system operation, security-constrained economic dispatch (SCED) is used to provide a reference point for the next time period for each dispatchable generator, and load forecasting needs to be involved in the SCED procedure. In real-time operation, forecasting errors and the nonlinearity of the load change might cause undesirable dispatch patterns in terms of system security. This study presents an SCED that considers the uncertainty of the system load level. For this purpose, a fuzzy model was employed to express the uncertainty in the load level change, and a practical two-stage SCED solution method was adopted. In addition, to resolve the difficulty in determining the reference generation pattern from solutions using this model, a procedure is required to determine the secure upper and lower limits for the dispatchable generators as the final SCED outcome. The numerical results were obtained using a 43-bus test system to test the feasibility of the proposed method.
KW - Economic dispatch
KW - Generation pattern
KW - Load level
KW - Security constraints
KW - Uncertainty model
UR - https://www.scopus.com/pages/publications/85133552364
U2 - 10.5391/IJFIS.2022.22.2.128
DO - 10.5391/IJFIS.2022.22.2.128
M3 - Article
AN - SCOPUS:85133552364
SN - 1598-2645
VL - 22
SP - 128
EP - 134
JO - International Journal of Fuzzy Logic and Intelligent Systems
JF - International Journal of Fuzzy Logic and Intelligent Systems
IS - 2
ER -