Economic Assessment of Power Grid Development Using Artificial Bee Colony Algorithm

Authors

  • Arif Nur Afandi
    Affiliation

    Electrical Engineering Department, Universitas Negeri Malang, 551312 Malang, P.O.B. 0341, Indonesia

    Smart Power and Advanced Energy Systems (SPAES) Center, 65322 Batu, Jl. Hasanudin, WA A 33, Indonesia

    Center of Advanced Material for Renewable Energy, PUI-PT, Universitas Negeri Malang, 551312 Malang, P.O.B. 0341, Indonesia

  • Aji P. Wibawa
    Affiliation

    Electrical Engineering Department, Universitas Negeri Malang, 551312 Malang, P.O.B. 0341, Indonesia

  • Syaad Patmantara
    Affiliation

    Electrical Engineering Department, Universitas Negeri Malang, 551312 Malang, P.O.B. 0341, Indonesia

  • Goro Fujita
    Affiliation

    Electrical Engineering, Shibaura Institute of Technology, 108-8548 Tokyo, 3-9-14 Shibaura, Minato-ku, 3 Chome-7-5 Toyosu, Japan

  • Slamet Hani
    Affiliation

    Electrical Engineering, Institut Teknologi AKPRID, 55222 Yogyakarta, 28 Jl. Kalisahak, Kompleks Balapan, Indonesia

  • Yunis Sulistyowati
    Affiliation

    Mathematics Department, IKIP Budi Utomo, 65119 Malang, 14B Jl. Simpang Arjuno, Indonesia

https://doi.org/10.3311/PPee.18422

Abstract

The electricity system is generally rapidly developing for covering various power demands with requiring a reliable and safe supply where the substructures are expanding further in generation systems, transmission systems, and distribution systems. However, the system must be run economically to access energy at a cost-effective level related to existing energy enterprises and energy consumption in the load which is represented periodically in the total costs of operations for all operating units. As a basis for its determination, the transmission of economic power within the technical limits applicable is taken into consideration. Environmental factors, on the other hand, are also an impediment to technical limitations. As a result, the operation's economic measure is expressed in the process of providing and selling energy to customers. These works use the Artificial Bees Colony algorithm to determine the scheduling of generating units using the basic principle of optimization to describe its relationship as an economic function. The IEEE-30 bus system is used as a basic model for system development. The analysis' findings show that the weighting factor scheme has an impact on the minimum total cost and that the combination of the electricity distribution process and environmental factors has implications for the operational financial condition and electricity production. The power output, in particular, is proportional to the cost of each generating unit.

Keywords:

algorithm, economic, dispatch, power, optimal

Published Online

2022-01-17

How to Cite

Afandi, A. N., Wibawa, A. P., Patmantara, S., Fujita, G., Hani, S., Sulistyowati, Y. “Economic Assessment of Power Grid Development Using Artificial Bee Colony Algorithm”, Periodica Polytechnica Electrical Engineering and Computer Science, 66(1), pp. 72–79, 2022. https://doi.org/10.3311/PPee.18422

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Section

Articles