Recloser optimization in electrical distribution systems using reliability analysis with heuristic algorithm
1
Salesian Polytechnic University
2
University of Las Palmas de Gran Canaria, Spain
Submission date: 2024-04-23
Final revision date: 2024-07-31
Acceptance date: 2024-08-09
Online publication date: 2024-08-26
Publication date: 2024-08-26
Diagnostyka 2024;25(3):2024313
KEYWORDS
TOPICS
ABSTRACT
The main objective of this research is to improve the reliability of the electrical system under study by reducing both the frequency of outages (SAIFI) and the downtime of electrical service (SAIDI). These problems are largely affected by adverse weather conditions, vegetation growth, and bird contact. To carry out the analysis, the 5011 urban feeder of Canton La Troncal was selected, since it presents critical values in terms of reliability compared to other feeders. The proposed methodology involves a mathematical model of heuristic optimization based on the Particle Swarm Optimization (PSO) algorithm. Two scenarios are defined for the modeling: the first focuses on relocating the existing recloser and the second on analyzing the impact of adding additional protection equipment. These scenarios are validated and demonstrate their effectiveness, achieving an improvement of 29.05% in the first case and 70.93% in the second case within a real conventional distribution system.
FUNDING
This research received no external funding
REFERENCES (39)
1.
Canizes B, Soares J, Ramos S, Chaves J, Vale Z, Forouzandeh Z. Optimal location of normally closed switches in medium voltage distribution networks. 2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) 2022 s. 227–31. https://doi.org/10.1109/ICEEE5....
2.
Grisales LF, Montoya OD, Grajales A, Hincapie RA, Granada M. Optimal planning and operation of distribution systems considering distributed energy resources and automatic reclosers. IEEE Latin America Transactions 2018; 16(1): 126–34. https://doi.org/10.1109/TLA.20....
3.
Ríos JC, Quinatoa C, Casillas G. Ubicación óptima de reconectadores en redes de distribucion con generacion distribuida utilizando algoritmos geneticos e índices de calidad de servicio. Revista Técnica „energía” 2023; 20(1): 65–72. https://doi.org/10.37116/revis....
4.
Leite FDR, Gomes AC, Melo LS, Sampaio RF, Leao RPS, Barroso GC, i in. Efficient switch placement for power distribution systems using Pareto optimality multiobjective function. 2019 IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America) 2019 1–5. https://doi.org/10.1109/ISGT-L....
5.
Li B, Wei J, Liang Y, Chen B. Optimal placement of fault indicator and sectionalizing switch in distribution networks. IEEE Access 2020; 8: 17619–31. https://doi.org/10.1109/ACCESS....
6.
Banerjee A, Chattopadhyay S, Gavrilas M, Grigoras G. Optimization and estimation of reliability indices and cost of Power Distribution System of an urban area by a noble fuzzy-hybrid algorithm. Applied Soft Computing 2021; 102: 107078. https://doi.org/10.1016/j.asoc....
7.
Costa MM, Bessani M, Batista LS. A Multiobjective and multicriteria approach for optimal placement of protective devices and switches in distribution networks. IEEE Transactions on Power Delivery 2022; 37(4): 2978–85. https://doi.org/10.1109/TPWRD.....
8.
Téllez AA, Ortiz L, Ruiz M, Narayanan K, Varela S. Optimal location of reclosers in electrical distribution systems considering multicriteria decision through the generation of scenarios using the Montecarlo Method. IEEE. 2023;11:68853–71. https://doi.org/10.1109/ACCESS....
9.
Shahbazian A, Fereidunian A, Manshadi SD. Optimal switch placement in distribution systems: a high-accuracy MILP formulation. IEEE Transactions on Smart Grid 2020; 11(6): 5009–18. https://doi.org/10.1109/TSG.20....
10.
Karimi H, Niknam T, Dehghani M, Ghiasi M, Ghasemigarpachi M, Padmanaban S, i in. Automated distribution networks reliability optimization in the presence of DG units considering probability customer interruption: A practical case study. IEEE Access 2021; 9: 98490–505. https://doi.org/10.1109/ACCESS....
11.
Shahbazian A, Fereidunian A, Manshadi SD. Optimal switch placement in distribution systems: A high-accuracy MILP Formulation. IEEE Trans Smart Grid 2020; 11(6): 5009–5018. https://doi.org/10.1109/TSG.20....
12.
Jooshaki M, Karimi-Arpanahi S, Lehtonen M, Millar RJ, Fotuhi-Firuzabad M. Electricity distribution system switch optimization under incentive reliability scheme. IEEE Access 2020; 8: 93455–63. https://doi.org/10.1109/ACCESS....
13.
Sultan H, Ansari SJ, Alam A, Khan S, Sarwar M, Zaid M. Reliability improvement of a radial distribution system with recloser placement. 2019 International Conference on Computing, Power and Communication Technologies (GUCON) 2019; 736–741.
14.
Tesarova M, Vykuka R. Impact of distributed generation on power flows along parallelly operated MV Feeders. 2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) 2018 1–6. https://doi.org/10.1109/EEEIC.....
15.
Gastelbondo Mercado GA, Gonzalez Sanchez JW. Optimization of reclosers placement in distribution networks to improve service quality indices. IEEE Latin America Transactions 2022; 20(2): 241–9. https://doi.org/10.1109/TLA.20....
16.
Lata P, Vadhera S. reliability improvement of radial distribution system by optimal placement and sizing of energy storage system using TLBO. Journal of Energy Storage 2020;30:101492. https://doi.org/10.1016/j.est.....
17.
Suboor A, Khan FR, Hussain MDT, Alam A. Optimal Placement of Reclosers in Radial Distribution Systems. 2022 IEEE Silchar Subsection Conference (SILCON) 2022; 1–6. https://doi.org/10.1109/SILCON....
18.
Zeinalzadeh A, Estebsari A, Bahmanyar A. Multi-objective optimal placement of recloser and sectionalizer in electricity distribution feeders. 2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) 2019; 1–4. https://doi.org/10.1109/EEEIC.....
19.
SenBiswas R, Pal A, Werho T, Vittal V. Mitigation of saturated cut-sets during multiple outages to enhance power system security. IEEE Transactions on Power Systems 2021;36(6):5734–45. https://doi.org/10.1109/TPWRS.....
20.
Lyubchenko VYa, Iskhakov AF, Pavlyuchenko DA. Reclosers Optimal Allocation for Improving the Distribution Network Reliability. 2021 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM) 2021:13–8. https://doi.org/10.1109/ICIEAM....
21.
Baracy YL, Venturini LF, Branco NO, Issicaba D, Grilo AP. Recloser placement optimization using the cross-entropy method and reassessment of Monte Carlo sampled states. Electric Power Systems Research 2020; 189: 106653. https://doi.org/10.1016/j.epsr....
22.
Jooshaki M, Karimi-Arpanahi S, Millar RJ, Lehtonen M, Fotuhi-Firuzabad M. On the MILP modeling of remote-controlled switch and field circuit breaker malfunctions in distribution system switch placement. IEEE Access 2023; 11: 40905–15. https://doi.org/10.1109/ACCESS....
23.
Izadi M, Safdarian A, Moeini-Aghtaie M, Lehtonen M. Optimal placement of protective and controlling devices in electric power distribution systems: A MIP Model. IEEE Access 2019; 7: 122827–37. https://doi.org/10.1109/ACCESS....
24.
Agencia de Regulación y Control de Energía y Recursos Naturales No Renovables (Codificada) El Directorio De La Agencia De Regulación Y Control De Energía Y Recursos Naturales No Renovables”, Accessed: Apr. 06, 2023. Available: www.controlrecursosyenergia.gob.ec.
25.
Masache P, Carrión D, Cárdenas J. Optimal transmission line switching to improve the reliability of the power system considering AC Power Flows. Energies 2021; 14(11): 3281. https://doi.org/10.3390/en1411....
26.
Duan L. Design of Teaching Mode Classification System Based on PSO Algorithm. 2022 International Conference on Information System, Computing and Educational Technology (ICISCET) 2022 s. 79–82. https://doi.org/10.1109/ICISCE....
27.
Perez-Camacho BN, Gonzalez-Calleros JM, Rodriguez-Gomez G. Optimización del consumo eléctrico mediante la heurística cúmulo de partículas. Revista Colombiana de Computación 2021; 22(2): 14–21. https://doi.org/10.29375/25392....
28.
Santillan HJ, Barzola R. Improving voltage stability in subtransmission through pv curves and critical voltage balance for photovoltaic compensation. Diagnostyka 2024; 25(1): 1–18. https://doi.org/10.29354/diag/....
29.
Karpov AI, Akimov DA. Integral indicators improvement (SAIFI) of power supply reliability in electric distribution systems based on reclosers placement optimization. 2018 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus) 2018; 663–6. https://doi.org/10.1109/EIConR....
30.
Bhugwandeen R, Saha AK. Improving reliability on distribution systems using BPSO for device placement. 2019 Southern African Universities Power Engineering Conference/Robotics and Mechatronics/Pattern Recognition Association of South Africa (SAUPEC/RobMech/PRASA) 2019: 253–258. https://doi.org/10.1109/RoboMe....
31.
Dhole S, Mir M, Hasan KN, Farhan A, Yaghoobi J, Veselov A, i in. optimal recloser placement in power networks based on reliability and cost-benefit analysis. 2021 31st Australasian Universities Power Engineering Conference (AUPEC) 2021: https://doi.org/10.1109/AUPEC5....
32.
Varganova AV, Chizhikova ES, Makushin EV. Methodology for determining the optimal location of reclosers in distribution networks 6-10 kV. 2022 4th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA) 2022:879–83. https://doi.org/10.1109/SUMMA5....
33.
Mir M, Dhole S, Hasan KN, Farhan A, Yaghoobi J, Veselov A, i in. Reliability improvement in renewable-rich power systems with optimal placement of auto-reclosers. 2021 IEEE PES Innovative Smart Grid Technologies - Asia (ISGT Asia) 2021:1–5. https://doi.org/10.1109/ISGTAs....
34.
Moskwa S, Koziel S, Siluszyk M, Galias Z. Multiobjective optimization for switch allocation in radial power distribution grids. 2018 International Conference on Signals and Electronic Systems (ICSES) 2018; 157–60. https://doi.org/10.1109/ICSES.....
35.
Srivastava A, Alam A, Albash Mohd, Gupta A, Kumar V, Zaid M. Reliability enhancement of a distribution system using genetic algorithm. 2020 IEEE 7th Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON) 2020; 1–6. https://doi.org/10.1109/UPCON5....
36.
Wojciechowski J, Ciszewski T, Nowakowski W, Lukasik Z. Improving power continuity by the installation of reclosers: Case study. 2020 ELEKTRO 2020; 1–4. https://doi.org/10.1109/ELEKTR....
37.
Amolo WO, Musau P, Nyete A. Non-technical power loss reduction and transients stability: Optimal Placement of Reclosers. 2020 IEEE PES/IAS PowerAfrica 2020; 1–5. https://doi.org/10.1109/PowerA....
38.
IEEE Guide for electric power distribution reliability indices [Internet]. https://doi.org/10.1109/IEEEST....
39.
Strydom R, Hertzog PE. Recloser placement on medium voltage distribution networks. 2019 Southern African Universities Power Engineering Conference/Robotics and Mechatronics/Pattern Recognition Association of South Africa (SAUPEC/RobMech/PRASA) 2019 s. 305–9. https://doi.org/10.1109/RoboMe....
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