Skip to main content

2020 | OriginalPaper | Buchkapitel

52. Application of Subjective and Objective Integrated Weightage (SOIW) Method for Decision-Making (MADM) in Distribution System

verfasst von : Sachin Gorakh Kamble, Kinhal Vadirajacharya, Udaykumar Vasudeo Patil

Erschienen in: Proceedings of International Conference on Artificial Intelligence, Smart Grid and Smart City Applications

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

The term smart grid (SG) has been used by many government bodies and researchers, which refers to the new trend in the power industry to modernize and automate the existing power system. SG must utilize the assets optimally by making use of information, like equipment capacity; voltage drop; radial network structure; minimizing investment, operating costs, and energy loss; and reliability indices. One way to achieve this is to reroute or reconfigure the distribution system. The distribution system is reconfigured to choose a switching combination of branches of the system that optimize certain performance parameters of power supply while satisfying some specified constraints. In this chapter, the subjective and objective integrated weightage (SOIW) multiple attribute decision-making (MADM) method is proposed for finding the compromised best configuration and comparing it with other methods such as WSM, WPM, and TOPSIS. An example of the distribution system is presented in this chapter to demonstrate the validity and effectiveness of the method.

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!

Literatur
1.
Zurück zum Zitat Baran ME, Wu FF (1989) Network reconfiguration in distribution systems for loss reduction and load balancing. IEEE Trans Power Del 4(2):1492–1498CrossRef Baran ME, Wu FF (1989) Network reconfiguration in distribution systems for loss reduction and load balancing. IEEE Trans Power Del 4(2):1492–1498CrossRef
2.
Zurück zum Zitat Shirmohammadi D, Hong HW (1989) Reconfiguration of electric distribution networks for resistive line losses reduction. IEEE Trans Power Syst 4(2):1492–1498CrossRef Shirmohammadi D, Hong HW (1989) Reconfiguration of electric distribution networks for resistive line losses reduction. IEEE Trans Power Syst 4(2):1492–1498CrossRef
3.
Zurück zum Zitat Goswami SK, Basu SK (1992) A new algorithm for the reconfiguration of distribution feeders for loss minimization. IEEE Trans Power Del 7(3):1484–1491CrossRef Goswami SK, Basu SK (1992) A new algorithm for the reconfiguration of distribution feeders for loss minimization. IEEE Trans Power Del 7(3):1484–1491CrossRef
4.
Zurück zum Zitat Nara K, Shiose A, Kitagawa M, Ishihara T (1992) Implementation of genetic algorithm for distribution systems loss minimum re-configuration. IEEE Trans Power Syst 7(3):1044–1051CrossRef Nara K, Shiose A, Kitagawa M, Ishihara T (1992) Implementation of genetic algorithm for distribution systems loss minimum re-configuration. IEEE Trans Power Syst 7(3):1044–1051CrossRef
5.
Zurück zum Zitat McDermott TE, Drezga I, Broadwater RP (1999) A heuristic nonlinear constructive method for distribution system reconfiguration. IEEE Trans Power Syst 14(2):478–483CrossRef McDermott TE, Drezga I, Broadwater RP (1999) A heuristic nonlinear constructive method for distribution system reconfiguration. IEEE Trans Power Syst 14(2):478–483CrossRef
6.
Zurück zum Zitat Das D (2006) A fuzzy multiobjective approach for network reconfiguration of distribution systems. IEEE Trans Power Delivery 21(1):202–209CrossRef Das D (2006) A fuzzy multiobjective approach for network reconfiguration of distribution systems. IEEE Trans Power Delivery 21(1):202–209CrossRef
7.
Zurück zum Zitat Siti MW, Nicolae DV, Jimoh AA, Ukil A (2007) Reconfiguration and load balancing in the LV and MV distribution networks for optimal performance. IEEE Trans Power Delivery 22(4):2534–2540CrossRef Siti MW, Nicolae DV, Jimoh AA, Ukil A (2007) Reconfiguration and load balancing in the LV and MV distribution networks for optimal performance. IEEE Trans Power Delivery 22(4):2534–2540CrossRef
8.
Zurück zum Zitat Srinivasa Rao R, Narasimham SVL, Ramalinga Raju M, Srinivasa Rao A (2011) Optimal network reconfiguration of large-scale distribution system using harmony search algorithm. IEEE Trans Power Syst 26(3):1080–1088CrossRef Srinivasa Rao R, Narasimham SVL, Ramalinga Raju M, Srinivasa Rao A (2011) Optimal network reconfiguration of large-scale distribution system using harmony search algorithm. IEEE Trans Power Syst 26(3):1080–1088CrossRef
9.
Zurück zum Zitat Amanulla B, Chakrabarti S, Singh SN (2012) Reconfiguration of power distribution systems considering reliability and power loss. IEEE Trans Power Delivery 27(2):918–926CrossRef Amanulla B, Chakrabarti S, Singh SN (2012) Reconfiguration of power distribution systems considering reliability and power loss. IEEE Trans Power Delivery 27(2):918–926CrossRef
10.
Zurück zum Zitat Kavousi-Fard A, Niknam T (2014) Optimal distribution feeder reconfiguration for reliability improvement considering uncertainty. IEEE Trans Power Delivery 29(3):1344–1353CrossRef Kavousi-Fard A, Niknam T (2014) Optimal distribution feeder reconfiguration for reliability improvement considering uncertainty. IEEE Trans Power Delivery 29(3):1344–1353CrossRef
11.
Zurück zum Zitat Rao RV (2007) Decision making in the manufacturing environment, pp 27–41. Springer-Verlag London Limited Rao RV (2007) Decision making in the manufacturing environment, pp 27–41. Springer-Verlag London Limited
12.
Zurück zum Zitat Venkata Rao R, Patel BK (2009) Decision making in the manufacturing environment using an improved PROMETHEE method. Int J Prod Res 48:1–18. iFirst Venkata Rao R, Patel BK (2009) Decision making in the manufacturing environment using an improved PROMETHEE method. Int J Prod Res 48:1–18. iFirst
13.
Zurück zum Zitat Rao RV (2013) Decision making in the manufacturing environment using graph theory and fuzzy multiple attribute decision making methods, Springer series in advanced manufacturing, vol 2. Springer, LondonMATH Rao RV (2013) Decision making in the manufacturing environment using graph theory and fuzzy multiple attribute decision making methods, Springer series in advanced manufacturing, vol 2. Springer, LondonMATH
14.
Zurück zum Zitat Triantaphyllou E, Shu B, Nieto Sanchez S, Ray T (1998) Multi-criteria decision making: an operations research approach. In: Webster JG (ed) Encyclopedia of electrical and electronics engineering, vol 15. Wiley, New York, pp 175–186 Triantaphyllou E, Shu B, Nieto Sanchez S, Ray T (1998) Multi-criteria decision making: an operations research approach. In: Webster JG (ed) Encyclopedia of electrical and electronics engineering, vol 15. Wiley, New York, pp 175–186
15.
Zurück zum Zitat Rao RV, Patel BK (2010) A subjective and objective integrated multiple attribute decision making method for material selection. Mater Des 31:4738–4747CrossRef Rao RV, Patel BK (2010) A subjective and objective integrated multiple attribute decision making method for material selection. Mater Des 31:4738–4747CrossRef
16.
Zurück zum Zitat IEEE Guide for Electric Power Distribution Reliability Indices, IEEE Std. 1366-2003, May 2004 IEEE Guide for Electric Power Distribution Reliability Indices, IEEE Std. 1366-2003, May 2004
17.
Zurück zum Zitat Paterakis NG, Mazza A, Santos SF, Erdinç O, Chicco G, Bakirtzis A, Catalão JPS (2016) Multi-objective reconfiguration of radial distribution systems using reliability indices. IEEE Trans Power Syst 31:1048–1062CrossRef Paterakis NG, Mazza A, Santos SF, Erdinç O, Chicco G, Bakirtzis A, Catalão JPS (2016) Multi-objective reconfiguration of radial distribution systems using reliability indices. IEEE Trans Power Syst 31:1048–1062CrossRef
18.
Zurück zum Zitat Tiefeng ZHANG, Guangquan ZHANG, Jun MA, Jie LU (2010) Power distribution system planning evaluation by a fuzzy multi-criteria group decision support system. Int J Comput Intell Sys 3(4):474–485CrossRef Tiefeng ZHANG, Guangquan ZHANG, Jun MA, Jie LU (2010) Power distribution system planning evaluation by a fuzzy multi-criteria group decision support system. Int J Comput Intell Sys 3(4):474–485CrossRef
19.
Zurück zum Zitat Kamble SG, Patil UV (2016) Performance improvement of distribution systems by using PROMETHEE – multiple attribute decision making method. International conference on communication and signal processing (ICCASP-2016) Kamble SG, Patil UV (2016) Performance improvement of distribution systems by using PROMETHEE – multiple attribute decision making method. International conference on communication and signal processing (ICCASP-2016)
20.
Zurück zum Zitat Kamble SG, Patil UV, Vadirajacharya K Decision making in distribution system using different MADM methods. National conference on recent trends in electrical engineering at government college of engineering, Karad Kamble SG, Patil UV, Vadirajacharya K Decision making in distribution system using different MADM methods. National conference on recent trends in electrical engineering at government college of engineering, Karad
21.
Zurück zum Zitat Kamble SG, Vadirajacharya K, Patil UV (2017) Decision making in distribution systems using improved AHP-PROMETHEE method. IEEE international conference on Computiong methodologies and communication (ICCMC 2017) Kamble SG, Vadirajacharya K, Patil UV (2017) Decision making in distribution systems using improved AHP-PROMETHEE method. IEEE international conference on Computiong methodologies and communication (ICCMC 2017)
22.
Zurück zum Zitat Kamble SG, Vadirajacharya K, Patil UV (2018) Comparison of multiple attribute decision-making methods—TOPSIS and PROMETHEE for distribution systems. International conference on communication and signal processing (ICCASP-2018) published in advances in intelligent systems and computing series https://doi.org/10.1007/978-981-13-1513-8_68 Kamble SG, Vadirajacharya K, Patil UV (2018) Comparison of multiple attribute decision-making methods—TOPSIS and PROMETHEE for distribution systems. International conference on communication and signal processing (ICCASP-2018) published in advances in intelligent systems and computing series https://​doi.​org/​10.​1007/​978-981-13-1513-8_​68
23.
Zurück zum Zitat Ramanathan R, Ganesh LS (1990) A multi-objective programming approach to energy resource allocation problems. Int J Energy Res 17:105–119CrossRef Ramanathan R, Ganesh LS (1990) A multi-objective programming approach to energy resource allocation problems. Int J Energy Res 17:105–119CrossRef
24.
Zurück zum Zitat Espie P, Ault GW, Burt GM, McDonald JR (2003) Multiple criteria decision making techniques applied to electricity distribution system planning. IEE Proceed Generation Transm Distrib 150(5):527–535CrossRef Espie P, Ault GW, Burt GM, McDonald JR (2003) Multiple criteria decision making techniques applied to electricity distribution system planning. IEE Proceed Generation Transm Distrib 150(5):527–535CrossRef
25.
Zurück zum Zitat Wong S, Bhattacharya K, Fuller JD (2009) Electric power distribution system design and planning in a deregulated environment. IET Gener Transm Distrib 3(12):1061–1078CrossRef Wong S, Bhattacharya K, Fuller JD (2009) Electric power distribution system design and planning in a deregulated environment. IET Gener Transm Distrib 3(12):1061–1078CrossRef
26.
Zurück zum Zitat Mazza A, Chicco G, Russo A (2014) Optimal multi-objective distribution system reconfiguration with multi criteria decision making-based solution ranking and enhanced genetic operators. Int J Electr Power Energy Syst 54:255–267CrossRef Mazza A, Chicco G, Russo A (2014) Optimal multi-objective distribution system reconfiguration with multi criteria decision making-based solution ranking and enhanced genetic operators. Int J Electr Power Energy Syst 54:255–267CrossRef
27.
Zurück zum Zitat Pohekar SD, Ramachandran M (2004) Application of multi-criteria decision making to sustainable energy planning—a review. Renew Sust Energ Rev 8:365–381 369CrossRef Pohekar SD, Ramachandran M (2004) Application of multi-criteria decision making to sustainable energy planning—a review. Renew Sust Energ Rev 8:365–381 369CrossRef
Metadaten
Titel
Application of Subjective and Objective Integrated Weightage (SOIW) Method for Decision-Making (MADM) in Distribution System
verfasst von
Sachin Gorakh Kamble
Kinhal Vadirajacharya
Udaykumar Vasudeo Patil
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-24051-6_52