Skip to main content
Erschienen in:

05.08.2023 | Original Paper

Cascaded fractional order automatic generation control of a PV-reheat thermal power system under a comprehensive nonlinearity effect and cyber-attack

verfasst von: Bora Cavdar, Erdinc Sahin, Erhan Sesli, Omur Akyazi, F. Mehmet Nuroglu

Erschienen in: Electrical Engineering | Ausgabe 6/2023

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The integration of renewable energy systems into the existing power grid has become a global necessity. While there are numerous advantages to this integration, it also presents challenges such as oscillations in system frequency and tie-line power. These issues can lead to instability and undesirable situations within the power system. To ensure a consistent and reliable supply of high-quality electrical power to consumers, a control system is essential. In recent years, cascaded controllers, known for their increased flexibility and degree of freedom compared to non-cascaded controllers, have gained popularity in the literature. In this study, we aim to examine the performance of cascaded fractional and integer order TI-TD and PI-PD controllers in comparison with non-cascaded PID and TID controllers for a challenging stability and robustness assessment. Our focus is on a two-area PV-reheat thermal power system. By conducting comprehensive tests, we aim to gain insights into the effectiveness of these controller types within this context. To ensure optimal controller responses, the designed controllers are optimized using the Mayfly algorithm, with a focus on minimizing the integral of the time-weighted absolute error performance index. The performance tests conducted in this study cover various aspects, including time domain analysis, robustness, random load changes, the impact of progressive nonlinearities, and cyber-attack (C-A) scenarios. The power system under examination incorporates several nonlinear components, namely governor dead band, generation rate constraints, boiler dynamics, and time delay. Additionally, two C-A models, namely resonance attack (ResA) and random attack, are applied to the controller systems. Unlike conventional robustness and C-A tests found in existing literature, this study goes further by measuring the response of the proposed controller to high parameter changes (uncertainty) and conducting a quantitative analysis of its resilience against C-A scenarios. The aim is to assess the controller’s ability to withstand significant variations in system parameters and its effectiveness in dealing with cyber-attacks. The simulation results demonstrate the superior performance of the optimized and cascaded controllers, particularly the TI-TD controller. These controllers exhibit improved performance compared to other controllers reported in the literature. The findings validate the effectiveness of the proposed controllers and highlight their advantages in terms of system stability, response time, and overall control quality.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Liu F, Li Y, Cao Y, She J, Wu M (2016) A two-layer active disturbance rejection controller design for load frequency control of interconnected power system. IEEE Trans Power Syst 31(4):3320–3321 Liu F, Li Y, Cao Y, She J, Wu M (2016) A two-layer active disturbance rejection controller design for load frequency control of interconnected power system. IEEE Trans Power Syst 31(4):3320–3321
2.
Zurück zum Zitat Mohan AM, Meskin N, Mehrjerdi H (2020) A comprehensive review of the cyber-attacks and cyber-security on load frequency control of power systems. Energies 13(15):3860 Mohan AM, Meskin N, Mehrjerdi H (2020) A comprehensive review of the cyber-attacks and cyber-security on load frequency control of power systems. Energies 13(15):3860
3.
Zurück zum Zitat Lamba R, Singla SK, Sondhi S (2019) Design of fractional order PID controller for load frequency control in perturbed two area interconnected system. Electr Power Compon Syst 47(11–12):998–1011 Lamba R, Singla SK, Sondhi S (2019) Design of fractional order PID controller for load frequency control in perturbed two area interconnected system. Electr Power Compon Syst 47(11–12):998–1011
4.
Zurück zum Zitat Daraz A, Malik SA, Mokhlis H, Haq IU, Laghari GF, Mansor NN (2020) Fitness dependent optimizer-based automatic generation control of multi-source interconnected power system with non-linearities. IEEE Access 8:100989–101003 Daraz A, Malik SA, Mokhlis H, Haq IU, Laghari GF, Mansor NN (2020) Fitness dependent optimizer-based automatic generation control of multi-source interconnected power system with non-linearities. IEEE Access 8:100989–101003
5.
Zurück zum Zitat Khadanga Kumar R, Kumar A, Panda S (2020) A novel modified whale optimization algorithm for load frequency controller design of a two-area power system composing of PV grid and thermal generator. Neural Comput Appl 32(12):8205–8216 Khadanga Kumar R, Kumar A, Panda S (2020) A novel modified whale optimization algorithm for load frequency controller design of a two-area power system composing of PV grid and thermal generator. Neural Comput Appl 32(12):8205–8216
6.
Zurück zum Zitat Podlubny I (1999) Fractional-order systems and \(PI\lambda D\mu \)-controllers. IEEE Trans Autom Control 44(1):208–214MATH Podlubny I (1999) Fractional-order systems and \(PI\lambda D\mu \)-controllers. IEEE Trans Autom Control 44(1):208–214MATH
7.
Zurück zum Zitat Behera SP, Biswal A, Swain B, Samantray SS (2018) Hybrid power systems Frequency regulation using TID based robust controller design and differential evolution (DE) algorithm. In: 2018 Technologies for Smart-City Energy Security and Power (ICSESP), Bhubaneswar, pp 1-6. India Behera SP, Biswal A, Swain B, Samantray SS (2018) Hybrid power systems Frequency regulation using TID based robust controller design and differential evolution (DE) algorithm. In: 2018 Technologies for Smart-City Energy Security and Power (ICSESP), Bhubaneswar, pp 1-6. India
8.
Zurück zum Zitat Kumar SA, Narayana M, Gowd KJ (2021) Application of TID controller in LFC of two area system under open market scenario, 2nd International Conference on IoT Based Control Networks and Intelligent Systems, July, pp 1-11. India Kumar SA, Narayana M, Gowd KJ (2021) Application of TID controller in LFC of two area system under open market scenario, 2nd International Conference on IoT Based Control Networks and Intelligent Systems, July, pp 1-11. India
9.
Zurück zum Zitat Veerasamy V, Wahab NIA, Ramachandran R, Othman ML, Hizam H, Irudayaraj AXR, Kumar JS (2020) A Hankel matrix based reduced order model for stability analysis of hybrid power system using PSO-GSA optimized cascade PI-PD controller for automatic load frequency control. IEEE Access 8:71422–71446 Veerasamy V, Wahab NIA, Ramachandran R, Othman ML, Hizam H, Irudayaraj AXR, Kumar JS (2020) A Hankel matrix based reduced order model for stability analysis of hybrid power system using PSO-GSA optimized cascade PI-PD controller for automatic load frequency control. IEEE Access 8:71422–71446
10.
Zurück zum Zitat Kumari S, Shankar G (2019) Maiden application of cascade tilt-integral-tilt-derivative controller for performance analysis of load frequency control of interconnected multi-source power system. IET Gener Transm Distrib 13(23):5326–5338 Kumari S, Shankar G (2019) Maiden application of cascade tilt-integral-tilt-derivative controller for performance analysis of load frequency control of interconnected multi-source power system. IET Gener Transm Distrib 13(23):5326–5338
11.
Zurück zum Zitat Elsaied MM, Abdel Hameed WH, Hasanien HM (2022) Frequency stabilization of a hybrid three-area power system equipped with energy storage units and renewable energy sources. IET Renew Power Gener 16(15):3267–3286 Elsaied MM, Abdel Hameed WH, Hasanien HM (2022) Frequency stabilization of a hybrid three-area power system equipped with energy storage units and renewable energy sources. IET Renew Power Gener 16(15):3267–3286
12.
Zurück zum Zitat Ali T, Malik SA, Hameed IA, Daraz A, Mujlid H, Azar AT (2022) Load frequency control and automatic voltage regulation in a multi-area interconnected power system using nature-inspired computation-based control methodology. Sustainability 14(19):12162 Ali T, Malik SA, Hameed IA, Daraz A, Mujlid H, Azar AT (2022) Load frequency control and automatic voltage regulation in a multi-area interconnected power system using nature-inspired computation-based control methodology. Sustainability 14(19):12162
13.
Zurück zum Zitat Tripathy S, Debnath MK, Kar SK (2023) Optimal design of PI/PD dual mode controller based on quasi opposition based learning for power system frequency control. e-prime-advances in electrical engineering. Electron Energy 4:100135 Tripathy S, Debnath MK, Kar SK (2023) Optimal design of PI/PD dual mode controller based on quasi opposition based learning for power system frequency control. e-prime-advances in electrical engineering. Electron Energy 4:100135
14.
Zurück zum Zitat Güler Y, Kaya I (2023) Load frequencycontrol of single-area power system with PI-PD controller design for performance improvement. J Electr Eng Technol 18:2633–2648 Güler Y, Kaya I (2023) Load frequencycontrol of single-area power system with PI-PD controller design for performance improvement. J Electr Eng Technol 18:2633–2648
15.
Zurück zum Zitat Çelik E (2021) Design of new fractional order PI-fractional order PD cascade controller through dragonfly search algorithm for advanced load frequency control of power systems. Soft Comput 25(2):1193–1217MathSciNet Çelik E (2021) Design of new fractional order PI-fractional order PD cascade controller through dragonfly search algorithm for advanced load frequency control of power systems. Soft Comput 25(2):1193–1217MathSciNet
16.
Zurück zum Zitat Elkasem AH, Khamies M, Hassan MH, Agwa AM, Kamel S (2022) Optimal design of TD-TI controller for LFC considering renewables penetration by an improved chaos game optimizer. Fractal Fract 6(4):220 Elkasem AH, Khamies M, Hassan MH, Agwa AM, Kamel S (2022) Optimal design of TD-TI controller for LFC considering renewables penetration by an improved chaos game optimizer. Fractal Fract 6(4):220
17.
Zurück zum Zitat Çelik E, Öztürk N, Arya Y, Ocak C (2021) (1+ PD)-PID cascade controller design for performance betterment of load frequency control in diverse electric power systems. Neural Comput Appl 33(22):15433–15456 Çelik E, Öztürk N, Arya Y, Ocak C (2021) (1+ PD)-PID cascade controller design for performance betterment of load frequency control in diverse electric power systems. Neural Comput Appl 33(22):15433–15456
18.
Zurück zum Zitat Barakat M, Mabrouk AM, Donkol A (2023) Optimal design of a cascade controller for frequency stability of photovoltaic-reheat thermal power systems considering nonlinearities. Opt Quantum Electron 55(4):295 Barakat M, Mabrouk AM, Donkol A (2023) Optimal design of a cascade controller for frequency stability of photovoltaic-reheat thermal power systems considering nonlinearities. Opt Quantum Electron 55(4):295
19.
Zurück zum Zitat Halmous A, Oubbati Y, Lahdeb M, Arif S (2023) Design a new cascade controller PD-P-PID optimized by marine predators algorithm for load frequency control. Soft Comput 27(14):9551–9564 Halmous A, Oubbati Y, Lahdeb M, Arif S (2023) Design a new cascade controller PD-P-PID optimized by marine predators algorithm for load frequency control. Soft Comput 27(14):9551–9564
20.
Zurück zum Zitat Abou El-Ela AA, El-Sehiemy RA, Shaheen AM, Diab AEG (2021) Enhanced coyote optimizer-based cascaded load frequency controllers in multi-area power systems with renewable. Neural Comput Appl 33:8459–8477 Abou El-Ela AA, El-Sehiemy RA, Shaheen AM, Diab AEG (2021) Enhanced coyote optimizer-based cascaded load frequency controllers in multi-area power systems with renewable. Neural Comput Appl 33:8459–8477
21.
Zurück zum Zitat Pathak PK, Yadav AK (2023) Design of optimal cascade control approach for LFM of interconnected power system. ISA Trans 137:506–518 Pathak PK, Yadav AK (2023) Design of optimal cascade control approach for LFM of interconnected power system. ISA Trans 137:506–518
22.
Zurück zum Zitat Choudhary R, Rai JN, Arya Y (2022) Cascade FOPI-FOPTID controller with energy storage devices for AGC performance advancement of electric power systems. Sustain Energy Technol Assess 53:102671 Choudhary R, Rai JN, Arya Y (2022) Cascade FOPI-FOPTID controller with energy storage devices for AGC performance advancement of electric power systems. Sustain Energy Technol Assess 53:102671
23.
Zurück zum Zitat Arya Y (2019) AGC of PV-thermal and hydro-thermal power systems using CES and a new multi-stage FPIDF-(1+ PI) controller. Renew Energy 134:796–806 Arya Y (2019) AGC of PV-thermal and hydro-thermal power systems using CES and a new multi-stage FPIDF-(1+ PI) controller. Renew Energy 134:796–806
24.
Zurück zum Zitat Abd-Elazim SM, Sahar M, Ali ES (2018) Load frequency controller design of a two-area system composing of PV grid and thermal generator via firefly algorithm. Neural Comput Appl 30(2):607–616 Abd-Elazim SM, Sahar M, Ali ES (2018) Load frequency controller design of a two-area system composing of PV grid and thermal generator via firefly algorithm. Neural Comput Appl 30(2):607–616
25.
Zurück zum Zitat Gozde H, Taplamacioglu MC (2011) Automatic generation control application with craziness based particle swarm optimization in a thermal power system. Int J Elect Power Energy Syst 33(1):8–16 Gozde H, Taplamacioglu MC (2011) Automatic generation control application with craziness based particle swarm optimization in a thermal power system. Int J Elect Power Energy Syst 33(1):8–16
26.
Zurück zum Zitat Sahin E (2020) Design of an optimized fractional high order differential feedback controller for load frequency control of a multi-area multi-source power system with nonlinearity. IEEE Access 8:12327–12342 Sahin E (2020) Design of an optimized fractional high order differential feedback controller for load frequency control of a multi-area multi-source power system with nonlinearity. IEEE Access 8:12327–12342
27.
Zurück zum Zitat Guha D, Roy PK, Banerjee S (2018) Symbiotic organism search algorithm applied to load frequency control of multi-area power system. Energy Syst 9(2):439–468 Guha D, Roy PK, Banerjee S (2018) Symbiotic organism search algorithm applied to load frequency control of multi-area power system. Energy Syst 9(2):439–468
28.
Zurück zum Zitat Guha D, Roy PK, Banerjee S (2017) Study of differential search algorithm based automatic generation control of an interconnected thermal-thermal system with governor dead-band. Appl Soft Comput 52:160–175 Guha D, Roy PK, Banerjee S (2017) Study of differential search algorithm based automatic generation control of an interconnected thermal-thermal system with governor dead-band. Appl Soft Comput 52:160–175
29.
Zurück zum Zitat Patel NC, Debnath MK, Sahu BK, Dash SS, Bayindir R (2019) Application of invasive weed optimization algorithm to optimally design multi-staged PID controller for LFC analysis. Int J Renew Energy Res 9(1):470–479 Patel NC, Debnath MK, Sahu BK, Dash SS, Bayindir R (2019) Application of invasive weed optimization algorithm to optimally design multi-staged PID controller for LFC analysis. Int J Renew Energy Res 9(1):470–479
30.
Zurück zum Zitat Topno PN, Chanana S (2018) Differential evolution algorithm based tilt integral derivative control for LFC problem of an interconnected hydro-thermal power system. J Vib Control 24(17):3952–3973MathSciNet Topno PN, Chanana S (2018) Differential evolution algorithm based tilt integral derivative control for LFC problem of an interconnected hydro-thermal power system. J Vib Control 24(17):3952–3973MathSciNet
31.
Zurück zum Zitat Priyadarshani S, Subhashini KR, Satapathy JK (2021) Pathfinder algorithm optimized fractional order tilt-integral-derivative (FOTID) controller for automatic generation control of multi-source power system. Microsyst Technol 27(1):23–35 Priyadarshani S, Subhashini KR, Satapathy JK (2021) Pathfinder algorithm optimized fractional order tilt-integral-derivative (FOTID) controller for automatic generation control of multi-source power system. Microsyst Technol 27(1):23–35
32.
Zurück zum Zitat Taher SA, Fini MH, Aliabadi SF (2014) Fractional order PID controller design for LFC in electric power systems using imperialist competitive algorithm. Ain Shams Eng J 5(1):121–135 Taher SA, Fini MH, Aliabadi SF (2014) Fractional order PID controller design for LFC in electric power systems using imperialist competitive algorithm. Ain Shams Eng J 5(1):121–135
33.
Zurück zum Zitat Gheisarnejad M (2018) An effective hybrid harmony search and cuckoo optimization algorithm based fuzzy PID controller for load frequency control. Appl Soft Comput 65:121–138 Gheisarnejad M (2018) An effective hybrid harmony search and cuckoo optimization algorithm based fuzzy PID controller for load frequency control. Appl Soft Comput 65:121–138
34.
Zurück zum Zitat Sahu BK, Pati TK, Nayak JR, Panda S, Kar SK (2016) A novel hybrid LUS-TLBO optimized fuzzy-PID controller for load frequency control of multi-source power system. Int J Electr Power Energy Syst 74:58–69 Sahu BK, Pati TK, Nayak JR, Panda S, Kar SK (2016) A novel hybrid LUS-TLBO optimized fuzzy-PID controller for load frequency control of multi-source power system. Int J Electr Power Energy Syst 74:58–69
35.
Zurück zum Zitat Arya Y (2019) A new optimized fuzzy FOPI-FOPD controller for automatic generation control of electric power systems. J Frankl Inst 356(11):5611–5629MATH Arya Y (2019) A new optimized fuzzy FOPI-FOPD controller for automatic generation control of electric power systems. J Frankl Inst 356(11):5611–5629MATH
36.
Zurück zum Zitat Arya Y (2019) Impact of ultra-capacitor on automatic generation control of electric energy systems using an optimal FFOID controller. Int J Energy Res 43(14):8765–8778 Arya Y (2019) Impact of ultra-capacitor on automatic generation control of electric energy systems using an optimal FFOID controller. Int J Energy Res 43(14):8765–8778
37.
Zurück zum Zitat Sahu RK, Panda S, Biswal A, Sekhar GC (2016) Design and analysis of tilt integral derivative controller with filter for load frequency control of multi-area interconnected power systems. ISA Trans 61:251–264 Sahu RK, Panda S, Biswal A, Sekhar GC (2016) Design and analysis of tilt integral derivative controller with filter for load frequency control of multi-area interconnected power systems. ISA Trans 61:251–264
38.
Zurück zum Zitat Ranjan M, Shankar R (2022) A literature survey on load frequency control considering renewable energy integration in power system: recent trends and future prospects. J Energy Stor 45:103717 Ranjan M, Shankar R (2022) A literature survey on load frequency control considering renewable energy integration in power system: recent trends and future prospects. J Energy Stor 45:103717
39.
Zurück zum Zitat Sargolzaei A, Yen KK, Abdelghani MN (2013) Time-delay switch attack on load frequency control in smart grid. Adv Commun Technol 5:55–64 Sargolzaei A, Yen KK, Abdelghani MN (2013) Time-delay switch attack on load frequency control in smart grid. Adv Commun Technol 5:55–64
40.
Zurück zum Zitat Liu S, Liu XP, El Saddik A (2013) Denial-of-Service (dos) attacks on load frequency control in smart grids, In: 2013 ieee pes innovative smart grid technologies conference (isgt), pp 1-6. Washington Liu S, Liu XP, El Saddik A (2013) Denial-of-Service (dos) attacks on load frequency control in smart grids, In: 2013 ieee pes innovative smart grid technologies conference (isgt), pp 1-6. Washington
41.
Zurück zum Zitat Wu Y, Wei Z, Weng J, Li X, Deng RH (2017) Resonance attacks on load frequency control of smart grids. IEEE Trans Smart Grid 9(5):4490–4502 Wu Y, Wei Z, Weng J, Li X, Deng RH (2017) Resonance attacks on load frequency control of smart grids. IEEE Trans Smart Grid 9(5):4490–4502
42.
Zurück zum Zitat Zervoudakis K, Tsafarakis S (2020) A mayfly optimization algorithm. Comput Ind Eng 145:106559 Zervoudakis K, Tsafarakis S (2020) A mayfly optimization algorithm. Comput Ind Eng 145:106559
43.
Zurück zum Zitat Gheisarnejad M, Khooban MH (2019) Design an optimal fuzzy fractional proportional integral derivative controller with derivative filter for load frequency control in power systems. Trans Inst Meas Control 41(9):2563–2581 Gheisarnejad M, Khooban MH (2019) Design an optimal fuzzy fractional proportional integral derivative controller with derivative filter for load frequency control in power systems. Trans Inst Meas Control 41(9):2563–2581
44.
Zurück zum Zitat Arya Y (2018) Automatic generation control of two-area electrical power systems via optimal fuzzy classical controller. J Frankl Inst 355(5):2662–2688MathSciNetMATH Arya Y (2018) Automatic generation control of two-area electrical power systems via optimal fuzzy classical controller. J Frankl Inst 355(5):2662–2688MathSciNetMATH
45.
Zurück zum Zitat Arya Y (2018) AGC of two-area electric power systems using optimized fuzzy PID with filter plus double integral controller. J Frankl Inst 355(11):4583–4617MATH Arya Y (2018) AGC of two-area electric power systems using optimized fuzzy PID with filter plus double integral controller. J Frankl Inst 355(11):4583–4617MATH
46.
Zurück zum Zitat Khadanga RK, Kumar A, Panda S (2020) A hybrid shuffled frog-leaping and pattern search algorithm for load frequency controller design of a two-area system composing of PV grid and thermal generator. Int Numer Model Electron Netw Devices Fields 33(1):2694 Khadanga RK, Kumar A, Panda S (2020) A hybrid shuffled frog-leaping and pattern search algorithm for load frequency controller design of a two-area system composing of PV grid and thermal generator. Int Numer Model Electron Netw Devices Fields 33(1):2694
50.
Zurück zum Zitat Özay CAN, Eroǧlu H, Öztürk A (2023) FV-termal güç sistemlerinde balina optimizasyon algoritması tabanlı otomatik üretim kontrolörü. Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi 38(2):915–926 Özay CAN, Eroǧlu H, Öztürk A (2023) FV-termal güç sistemlerinde balina optimizasyon algoritması tabanlı otomatik üretim kontrolörü. Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi 38(2):915–926
51.
Zurück zum Zitat Padhan S, Sahu RK, Panda S (2014) Application of firefly algorithm for load frequency control of multi-area interconnected power system. Electr Power Compon Syst 42(13):1419–1430 Padhan S, Sahu RK, Panda S (2014) Application of firefly algorithm for load frequency control of multi-area interconnected power system. Electr Power Compon Syst 42(13):1419–1430
52.
Zurück zum Zitat Tan W, Chang S, Zhou R (2017) Load frequency control of power systems with non-linearities. IET Gener Transm Distrib 11(17):4307–4313 Tan W, Chang S, Zhou R (2017) Load frequency control of power systems with non-linearities. IET Gener Transm Distrib 11(17):4307–4313
53.
Zurück zum Zitat Haroun AG, Li YY (2017) A novel optimized hybrid fuzzy logic intelligent PID controller for an interconnected multi-area power system with physical constraints and boiler dynamics. ISA Trans 71:364–379 Haroun AG, Li YY (2017) A novel optimized hybrid fuzzy logic intelligent PID controller for an interconnected multi-area power system with physical constraints and boiler dynamics. ISA Trans 71:364–379
54.
Zurück zum Zitat Jagatheesan K, Anand B, Baskaran K, Dey N, Ashour AS, Balas VE (2018) Effect of nonlinearity and boiler dynamics in automatic generation control of multi-area thermal power system with proportional-integral-derivative and ant colony optimization technique. In: Recent advances in nonlinear dynamics and synchronization. pp 89-110. Springer Jagatheesan K, Anand B, Baskaran K, Dey N, Ashour AS, Balas VE (2018) Effect of nonlinearity and boiler dynamics in automatic generation control of multi-area thermal power system with proportional-integral-derivative and ant colony optimization technique. In: Recent advances in nonlinear dynamics and synchronization. pp 89-110. Springer
55.
Zurück zum Zitat Guha D, Roy PK, Banerjee S (2018) Application of backtracking search algorithm in load frequency control of multi-area interconnected power system. Ain Shams Eng J 9(2):257–276 Guha D, Roy PK, Banerjee S (2018) Application of backtracking search algorithm in load frequency control of multi-area interconnected power system. Ain Shams Eng J 9(2):257–276
56.
Zurück zum Zitat Arya Y, Kumar N (2017) BFOA-scaled fractional order fuzzy PID controller applied to AGC of multi-area multi-source electric power generating systems. Swarm Evolut Comput 32:202–218 Arya Y, Kumar N (2017) BFOA-scaled fractional order fuzzy PID controller applied to AGC of multi-area multi-source electric power generating systems. Swarm Evolut Comput 32:202–218
57.
Zurück zum Zitat Sahu RK, Panda S, Padhan S (2015) A novel hybrid gravitational search and pattern search algorithm for load frequency control of nonlinear power system. Appl Soft Comput 29:310–327 Sahu RK, Panda S, Padhan S (2015) A novel hybrid gravitational search and pattern search algorithm for load frequency control of nonlinear power system. Appl Soft Comput 29:310–327
58.
Zurück zum Zitat Guha D, Roy PK, Banerjee S (2016) Load frequency control of interconnected power system using grey wolf optimization. Swarm Evolut Comput 27:97–115 Guha D, Roy PK, Banerjee S (2016) Load frequency control of interconnected power system using grey wolf optimization. Swarm Evolut Comput 27:97–115
59.
Zurück zum Zitat Kargar HK, Mirzaei J (2008) New method for islanding detection of wind turbines. In: 2008 IEEE 2nd International Power and Energy Conference, pp. 1633-1637 Kargar HK, Mirzaei J (2008) New method for islanding detection of wind turbines. In: 2008 IEEE 2nd International Power and Energy Conference, pp. 1633-1637
60.
Zurück zum Zitat Chen YQ, Petras I, Xue D (2009) Fractional order control - A tutorial American Control Conference, pp 1397-1411. USA Chen YQ, Petras I, Xue D (2009) Fractional order control - A tutorial American Control Conference, pp 1397-1411. USA
61.
Zurück zum Zitat Wiora J, Wiora A (2020) Influence of methods approximating fractional-order differentiation on the output signal illustrated by three variants of oustaloup filter. Symmetry (Basel) 12(11):1–19MATH Wiora J, Wiora A (2020) Influence of methods approximating fractional-order differentiation on the output signal illustrated by three variants of oustaloup filter. Symmetry (Basel) 12(11):1–19MATH
62.
Zurück zum Zitat Xue D, Zhao C, Chen YQ (2006) A modified approximation method of fractional order system, In:2006 IEEE International Conference on Mechatronics and Automation, ICMA 2006, pp 1043-1048. China Xue D, Zhao C, Chen YQ (2006) A modified approximation method of fractional order system, In:2006 IEEE International Conference on Mechatronics and Automation, ICMA 2006, pp 1043-1048. China
63.
Zurück zum Zitat Bingi K, Ibrahim R, Karsiti MN, Hassam SM, Harindran VR (2019) Frequency response based curve fitting approximation of fractional-order PID controllers. Int J Appl Math Comput Sci 29:311–326MathSciNetMATH Bingi K, Ibrahim R, Karsiti MN, Hassam SM, Harindran VR (2019) Frequency response based curve fitting approximation of fractional-order PID controllers. Int J Appl Math Comput Sci 29:311–326MathSciNetMATH
64.
Zurück zum Zitat Xue D, Chen Y, Atherton D (2007) Linear Feedback Control: Analysis and Design with MATLAB. Society for Industrial and Applied Mathematics, Philadelphia Xue D, Chen Y, Atherton D (2007) Linear Feedback Control: Analysis and Design with MATLAB. Society for Industrial and Applied Mathematics, Philadelphia
65.
Zurück zum Zitat Bhattacharyya T, Chatterjee B, Singh PK, Yoon JH, Geem ZW, Sarkar R (2020) Mayfly in harmony: a new hybrid meta-heuristic feature selection algorithm. IEEE Access 8:195929–195945 Bhattacharyya T, Chatterjee B, Singh PK, Yoon JH, Geem ZW, Sarkar R (2020) Mayfly in harmony: a new hybrid meta-heuristic feature selection algorithm. IEEE Access 8:195929–195945
66.
Zurück zum Zitat Jacobus LM, Macadam CR, Sartori M (2019) Mayflies (Ephemeroptera) and their contributions to ecosystem services. Insects 10(6):170 Jacobus LM, Macadam CR, Sartori M (2019) Mayflies (Ephemeroptera) and their contributions to ecosystem services. Insects 10(6):170
67.
Zurück zum Zitat Abd Elaziz M, Senthilraja S, Zayed ME, Elsheikh AH, Mostafa RR, Lu S (2021) A new random vector functional link integrated with mayfly optimization algorithm for performance prediction of solar photovoltaic thermal collector combined with electrolytic hydrogen production system. Appl Therm Eng 193:117055 Abd Elaziz M, Senthilraja S, Zayed ME, Elsheikh AH, Mostafa RR, Lu S (2021) A new random vector functional link integrated with mayfly optimization algorithm for performance prediction of solar photovoltaic thermal collector combined with electrolytic hydrogen production system. Appl Therm Eng 193:117055
68.
Zurück zum Zitat Gao ZM, Zhao J, Li SR, Hu YR (2020) The improved mayfly optimization algorithm. In: Journal of Physics: Conference Series, IOP Publishing, Shanghai, 1684(1), pp. 012077. China Gao ZM, Zhao J, Li SR, Hu YR (2020) The improved mayfly optimization algorithm. In: Journal of Physics: Conference Series, IOP Publishing, Shanghai, 1684(1), pp. 012077. China
69.
Zurück zum Zitat Shaw B, Nayak JR, Sahu R (2020) Implementation of hDE-HTS optimized T2FPID controller in solar-thermal. Data management analytics and innovation system. Springer, Singapore, pp 401–412 Shaw B, Nayak JR, Sahu R (2020) Implementation of hDE-HTS optimized T2FPID controller in solar-thermal. Data management analytics and innovation system. Springer, Singapore, pp 401–412
70.
Zurück zum Zitat Morsali J, Zare K, Hagh MT (2014) Appropriate generation rate constraint (GRC) modeling method for reheat thermal units to obtain optimal load frequency controller (LFC), In: 2014 5th Conference on Thermal Power Plants (CTPP),IEEE, pp. 29-34. Iran Morsali J, Zare K, Hagh MT (2014) Appropriate generation rate constraint (GRC) modeling method for reheat thermal units to obtain optimal load frequency controller (LFC), In: 2014 5th Conference on Thermal Power Plants (CTPP),IEEE, pp. 29-34. Iran
Metadaten
Titel
Cascaded fractional order automatic generation control of a PV-reheat thermal power system under a comprehensive nonlinearity effect and cyber-attack
verfasst von
Bora Cavdar
Erdinc Sahin
Erhan Sesli
Omur Akyazi
F. Mehmet Nuroglu
Publikationsdatum
05.08.2023
Verlag
Springer Berlin Heidelberg
Erschienen in
Electrical Engineering / Ausgabe 6/2023
Print ISSN: 0948-7921
Elektronische ISSN: 1432-0487
DOI
https://doi.org/10.1007/s00202-023-01943-y