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Multi-objective phasor measurement unit placement in electric power networks: Integer linear programming formulation

Journal Article


Abstract


  • A multi-objective optimal phasor measurement unit placement model using integer linear programming is presented in this article. The proposed model simultaneously optimizes two objectives, i.e., minimization of phasor measurement unit numbers and maximization of measurement redundancy. To calculate the redundancy criteria, the single-line outage and the phasor measurement unit loss are considered simultaneously. A linear formulation is presented for both objective functions. Also herein, to address conflicting attributes and identify Pareto optimal solutions of the multi-objective optimal phasor measurement unit placement problem, a new multi-objective mathematical programming method is proposed. Finally, a new index, i.e., minimum distance to utopia point, is implemented to select the most preferred solution among the available Pareto front based options on the goal to achieve judicious decision makers. Two test systems, i.e., a modified 9-bus and an IEEE 118-bus test systems, are used to illustrate the effectiveness of the proposed framework.

UOW Authors


  •   Aghaei, Jamshid (external author)
  •   Baharvandi, Amir (external author)
  •   Akbari, Mohammad-Amin (external author)
  •   Muttaqi, Kashem
  •   Asban, Mohammad-Reza (external author)
  •   Heidari, Alireza (external author)

Publication Date


  • 2015

Citation


  • J. Aghaei, A. Baharvandi, M. Akbari, K. M. Muttaqi, M. Asban & A. Heidari, "Multi-objective phasor measurement unit placement in electric power networks: Integer linear programming formulation," Electric Power Components and Systems, vol. 43, (17) pp. 1902-1911, 2015.

Scopus Eid


  • 2-s2.0-84941600584

Ro Metadata Url


  • http://ro.uow.edu.au/eispapers/4368

Has Global Citation Frequency


Number Of Pages


  • 9

Start Page


  • 1902

End Page


  • 1911

Volume


  • 43

Issue


  • 17

Place Of Publication


  • United States

Abstract


  • A multi-objective optimal phasor measurement unit placement model using integer linear programming is presented in this article. The proposed model simultaneously optimizes two objectives, i.e., minimization of phasor measurement unit numbers and maximization of measurement redundancy. To calculate the redundancy criteria, the single-line outage and the phasor measurement unit loss are considered simultaneously. A linear formulation is presented for both objective functions. Also herein, to address conflicting attributes and identify Pareto optimal solutions of the multi-objective optimal phasor measurement unit placement problem, a new multi-objective mathematical programming method is proposed. Finally, a new index, i.e., minimum distance to utopia point, is implemented to select the most preferred solution among the available Pareto front based options on the goal to achieve judicious decision makers. Two test systems, i.e., a modified 9-bus and an IEEE 118-bus test systems, are used to illustrate the effectiveness of the proposed framework.

UOW Authors


  •   Aghaei, Jamshid (external author)
  •   Baharvandi, Amir (external author)
  •   Akbari, Mohammad-Amin (external author)
  •   Muttaqi, Kashem
  •   Asban, Mohammad-Reza (external author)
  •   Heidari, Alireza (external author)

Publication Date


  • 2015

Citation


  • J. Aghaei, A. Baharvandi, M. Akbari, K. M. Muttaqi, M. Asban & A. Heidari, "Multi-objective phasor measurement unit placement in electric power networks: Integer linear programming formulation," Electric Power Components and Systems, vol. 43, (17) pp. 1902-1911, 2015.

Scopus Eid


  • 2-s2.0-84941600584

Ro Metadata Url


  • http://ro.uow.edu.au/eispapers/4368

Has Global Citation Frequency


Number Of Pages


  • 9

Start Page


  • 1902

End Page


  • 1911

Volume


  • 43

Issue


  • 17

Place Of Publication


  • United States