Enhanced load frequency control using predictive reduced order generalized active disturbance rejection control under communication delay and cyber-attack

Load frequency control (LFC) is necessary to maintain the power system frequency and tie line power to its nominal value. In modern power system, importance of LFC is increased due to inevitable use of communication channel, intermittent nature of renewable sources, computer-based control strategies...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:Electrical engineering Ročník 107; číslo 3; s. 3605 - 3619
Hlavní autoři: Kumari, Priya, Pan, Somnath
Médium: Journal Article
Jazyk:angličtina
Vydáno: Berlin/Heidelberg Springer Berlin Heidelberg 01.03.2025
Springer Nature B.V
Témata:
Alternative energy sources
Communication
Controllers
Delay
Design
Distributed generation
Economics and Management
Effectiveness
Electrical Engineering
Electrical loads
Electrical Machines and Networks
Electronic load governors
Energy Policy
Energy resources
Engineering
Feedback control
Frequency control
Governors
Original Paper
Power Electronics
Predictive control
Rejection
Renewable resources
Simulation
State feedback
State observers
Time constant
Turbines
Uncertainty
Wind farms
Wind power
ESO
Micro-grid (MG)
Communication delay
Generation rate constraint (GRC)
LFC
Active disturbance rejection control (ADRC)
Governor dead band (GDB)
Predictive structure
Cyber-attack
ISSN:0948-7921, 1432-0487
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Popis
Shrnutí:Load frequency control (LFC) is necessary to maintain the power system frequency and tie line power to its nominal value. In modern power system, importance of LFC is increased due to inevitable use of communication channel, intermittent nature of renewable sources, computer-based control strategies, model uncertainties and cyber-attack. An effective LFC is required to mitigate various uncertainties and disturbances including the delay for which active disturbance rejection control (ADRC) control schemes have been explored in this work. An ADRC consists of an extended state observer and a state feedback controller. In the present work, predictive structure like Smith predictor has been proposed for different variants of ADRCs. Additionally, a new variant of ADRC, namely, reduced order generalized active disturbance rejection control (RGADRC) has been proposed along with the predictive structure. These controllers are designed considering system uncertainties and with or without non-minimum phase. To show the efficacy of the proposed schemes examples of single-area non-reheat, reheat, and two-area thermal and photovoltaic-wind micro-grid system are demonstrated. The robustness of the proposed approach is examined while taking system parameter variation, random fluctuation of solar power (0–0.001 p.u.), wind power (0–0.0012 p.u.), and load disturbance (0–0.01 p.u.), and cyber-attack (2 p.u.). The predictive RGADRC shows superior performances compared with other predictive ADRCs as well as some methods prevalent in the literature for LFC systems with nonlinearities like generation rate constraint of 0.1 p.u./min, governor dead band of 0.05%, and communication delay of 2.28 s. The predictive RGADRC maintains stability of the LFC system with satisfactory transient for + 50% change in gain and time constant of the generator and load, along with random fluctuations as mentioned above.
Bibliografie:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ISSN:0948-7921
1432-0487
DOI:10.1007/s00202-024-02713-0