IDEAS home Printed from https://ideas.repec.org/a/igg/jsda00/v10y2021i3p21-37.html
   My bibliography  Save this article

Optimization of Unit Commitment Problem Using Genetic Algorithm

Author

Listed:
  • Aniket Agarwal

    (Gautam Buddha University, India)

  • Kirti Pal

    (Gautam Buddha University, India)

Abstract

The main objective of the paper is to minimize the use of conventional generators and optimize the fuel cost. To minimize the use of conventional generators, solar thermal power plant (STPP) is proposed in this paper. An approach for optimal location of STPP is also proposed in this paper. To minimize the fuel cost, firstly unit commitment (UC) is applied in conventional generators. Then genetic algorithm (GA) is used to optimize the fuel cost of committed generators. The suggested method is tested on an IEEE 14 bus test system for 24 hr. schedule with variable load. The effectiveness of the proposed methodology is illustrated in three cases. Case 1 is used to identify the STPP location to reduce the fuel cost of conventional generator. In Case 2, unit-commitment is applied to save considerable fuel input and cost. In order to optimize the committed fuel cost, a genetic algorithm is applied in Case 3.

Suggested Citation

  • Aniket Agarwal & Kirti Pal, 2021. "Optimization of Unit Commitment Problem Using Genetic Algorithm," International Journal of System Dynamics Applications (IJSDA), IGI Global, vol. 10(3), pages 21-37, July.
  • Handle: RePEc:igg:jsda00:v:10:y:2021:i:3:p:21-37
    as

    Download full text from publisher

    File URL: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJSDA.2021070102
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hanane Yatimi & Elhassan Aroudam, 2018. "Standalone Photovoltaic System with Maximum Power Point Tracking: Modeling and Simulation," International Journal of System Dynamics Applications (IJSDA), IGI Global, vol. 7(3), pages 94-111, July.
    2. Brian J. Galli, 2019. "Thoughts of Using Economic Decision-Making to Systems Engineering and Systems Thinking: An Exploratory Study," International Journal of System Dynamics Applications (IJSDA), IGI Global, vol. 8(3), pages 1-14, July.
    3. Meziane Salima & Atarsia Loubna & Toufouti Riad, 2018. "A Global Stability of Linearizing Control of Induction Motor for PV Water Pumping Application," International Journal of System Dynamics Applications (IJSDA), IGI Global, vol. 7(3), pages 31-56, July.
    4. Neeta Baporikar, 2020. "Logistics Effectiveness Through Systems Thinking," International Journal of System Dynamics Applications (IJSDA), IGI Global, vol. 9(2), pages 64-79, April.
    5. Ravish Himmatlal Hirpara & Shambhu Nath Sharma, 2020. "An Analysis of a Wind Turbine-Generator System in the Presence of Stochasticity and Fokker-Planck Equations," International Journal of System Dynamics Applications (IJSDA), IGI Global, vol. 9(1), pages 18-43, January.
    6. Rabie A. Ramadan & Ahmed B. Altamimi, 2017. "Hierarchal Fuzzy Logic Controller and Internet of Things (IoT) Information: Disease Spreading as a Test Case," International Journal of System Dynamics Applications (IJSDA), IGI Global, vol. 6(3), pages 59-86, July.
    7. Rania Gamal Mohamed & Mohamed Ahmed Ebrahim & Fahmy Metwally Bendary & Saied Abd ALAziz Osman, 2017. "Transient Stability Enhancement for 20 MW PV Power Plant via Incremental Conductance Controller," International Journal of System Dynamics Applications (IJSDA), IGI Global, vol. 6(4), pages 102-123, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jehad Bani Hani, 2021. "The Impact of Human Resource Planning (HRP) in Achieving the Strategic Goal of the Firm With the Moderating Role of Organizational Innovation," International Journal of System Dynamics Applications (IJSDA), IGI Global, vol. 10(4), pages 1-22, October.
    2. Shailja Gupta & Manpreet Kaur & Sachin Lakra, 2022. "BERT-BU12 Hate Speech Detection Using Bidirectional Encoder-Decoder," International Journal of System Dynamics Applications (IJSDA), IGI Global, vol. 11(2), pages 1-16, August.
    3. repec:igg:jamtr0:v:4:y:2022:i:1:p:1-15 is not listed on IDEAS
    4. Brian J. Galli & Fuwei Qiu, 2023. "A Reflection Note on Applying Quantitative Decision-Making Approaches to Engineering Management," International Journal of Applied Management Sciences and Engineering (IJAMSE), IGI Global, vol. 10(1), pages 1-9, January.
    5. Sigmund Singer & Shlomi Efrati & Meir Alon & Doron Shmilovitz, 2021. "Maximum Electrical Power Extraction from Sources by Load Matching," Energies, MDPI, vol. 14(23), pages 1-19, December.
    6. Jaffar Seyyed Esmaeili & Abdullah Başçi, 2021. "Design and Implementation of LMI-Based H2 Control for Vertical Nonlinear Coupled-Tank System," International Journal of System Dynamics Applications (IJSDA), IGI Global, vol. 10(4), pages 1-16, October.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:igg:jsda00:v:10:y:2021:i:3:p:21-37. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Journal Editor (email available below). General contact details of provider: https://www.igi-global.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.