TY - JOUR
T1 - A decentralized functional observer based optimal LFC considering unknown inputs, uncertainties, and cyber-attacks
AU - Haes Alhelou, Hassan
AU - Golshan, Mohamad Esmail Hamedani
AU - Hatziargyriou, Nikos D.
N1 - Publisher Copyright:
© 1969-2012 IEEE.
PY - 2019/11
Y1 - 2019/11
N2 - This paper proposes a novel, unknown input functional observer based optimal load frequency control approach for real-world complex nonlinear power systems. In the proposed control approach, the control signal applied to each power plant is directly estimated via the well-designed functional observer. The proposed functional dynamic estimator is able to handle parametric and nonparametric uncertainties, control loop and sensor faults, unknown inputs, and cyber-attacks. The observer for each power plant is decoupled from the other plants resulting in a more feasible implementation, reducing the complexity of the estimator and improving the reliability of the proposed control system. The applicability of the proposed method is shown on IEEE 39 bus-system divided into three control areas. The effectiveness of the proposed control scheme is verified by comparing results with well-known control schemes. Tolerance of the proposed technique to unknown inputs, uncertainties, and possible cyber-attacks is verified by several simulation scenarios.
AB - This paper proposes a novel, unknown input functional observer based optimal load frequency control approach for real-world complex nonlinear power systems. In the proposed control approach, the control signal applied to each power plant is directly estimated via the well-designed functional observer. The proposed functional dynamic estimator is able to handle parametric and nonparametric uncertainties, control loop and sensor faults, unknown inputs, and cyber-attacks. The observer for each power plant is decoupled from the other plants resulting in a more feasible implementation, reducing the complexity of the estimator and improving the reliability of the proposed control system. The applicability of the proposed method is shown on IEEE 39 bus-system divided into three control areas. The effectiveness of the proposed control scheme is verified by comparing results with well-known control schemes. Tolerance of the proposed technique to unknown inputs, uncertainties, and possible cyber-attacks is verified by several simulation scenarios.
KW - decentralized control
KW - functional observer
KW - load frequency control
KW - power system operation and control
KW - Unknown inputs
UR - http://www.scopus.com/inward/record.url?scp=85073322995&partnerID=8YFLogxK
U2 - 10.1109/TPWRS.2019.2916558
DO - 10.1109/TPWRS.2019.2916558
M3 - Article
AN - SCOPUS:85073322995
SN - 0885-8950
VL - 34
SP - 4408
EP - 4417
JO - IEEE Transactions on Power Systems
JF - IEEE Transactions on Power Systems
IS - 6
ER -