Published: 2023-12-30

Pendekatan Fuzzy Logic dalam Perhitungan Harga Rental Truck Crane

DOI: 10.35870/jtik.v7i4.1759

Avip Kurniawan, Bei Harira Irawan, Deddy Prihadi
  • Avip Kurniawan: Universitas Krisnadwipayana ROR
  • Bei Harira Irawan: Universitas Pancasakti Tegal ROR
  • Deddy Prihadi: Universitas Pancasakti Tegal ROR
Issue Cover
Article Metrics
Share:

Abstract

Calculating rental prices in the crane rental industry is essential in achieving competitiveness and optimal profits amidst increasingly tight business competition. Applying fuzzy logic, especially the Fuzzy Mamdani method, in calculating truck crane rental prices by Standard Operational Decision Procedures (SPOK) can significantly contribute to overcoming penetration and subjectivity that may be associated with factors that influence truck crane rental prices. The advantage of fuzzy logic, especially the Fuzzy Mamdani method, and its contribution to the crane rental industry lies in its ability to handle ambiguity in data and decision problems. The Fuzzy Mamdani method was chosen because of its high flexibility and ability to handle data tolerance values well. This research shows that applying fuzzy logic can help carry out optimal calculations to determine crane rental prices. Using input variables such as a distance of 40 km and a weight capacity of 25 tons, the calculation results show that the rental price is in the medium category. This reflects the synchronization of calculation results in determining crane rental prices, which can be adjusted to certain conditions and variables.

Keywords

Fuzzy Mamdani; Business Forecasting Process; Fuzzy Logic; Artificial Intelligence; Intelligent Decision Support

Peer Review Process

This article has undergone a double-blind peer review process to ensure quality and impartiality.

Indexing Information

Discover where this journal is indexed at our indexing page.

Open Science Badges

This journal supports transparency in research and encourages authors to meet criteria for Open Science Badges.

How to Cite

Kurniawan, A., Irawan, B. H., & Prihadi, D. (2023). Pendekatan Fuzzy Logic dalam Perhitungan Harga Rental Truck Crane. Jurnal JTIK (Jurnal Teknologi Informasi Dan Komunikasi), 7(4), 724-733. https://doi.org/10.35870/jtik.v7i4.1759
Article Information

This article has been peer-reviewed and published in the Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi). The content is available under the terms of the Creative Commons Attribution 4.0 International License.

  • Issue: Vol. 7 No. 4 (2023)

  • Section: Computer & Communication Science

  • Published: 2023-12-30

AI Research Hub

This article is indexed and available through various AI-powered research tools and citation platforms. Our AI Research Hub ensures that scholarly work is discoverable, accessible, and easily integrated into the global research ecosystem.

Semantic Scholar Scite Dimensions Connected Papers
Scholarly Connection Platforms
Dimensions Dimensions Connected Papers Connected Papers Scite Scite Google Scholar Google Scholar Semantic Scholar Semantic Scholar Garuda Garuda Scilit Scilit Crossref Crossref BASE BASE Zenodo Zenodo Unpaywall Unpaywall OpenCitations OpenCitations
Author Biographies
Avip Kurniawan, Universitas Krisnadwipayana
Google Scholar ResearchGate ORCID

Program Studi Tehnik Informatika, Fakultas Teknik, Universitas Krisnadwipayana, Kota Jakarta, Daerah Khusus Ibukota Jakarta, Indonesia

Bei Harira Irawan, Universitas Pancasakti Tegal
Google Scholar ResearchGate ORCID

Fakultas Bisnis & Ekonomi, Departement Bisnis Digital Fakultasi Ekonomi dan Bisnis, Universitas Pancasakti Tegal, Kota Tegal, Provinsi Jawa Tengah, Indonesia

Deddy Prihadi, Universitas Pancasakti Tegal
Google Scholar ResearchGate ORCID

Fakultas Bisnis & Ekonomi, Departement Bisnis Digital Fakultasi Ekonomi dan Bisnis, Universitas Pancasakti Tegal, Kota Tegal, Provinsi Jawa Tengah, Indonesia

References
  • Nurkholis, E., Sanjaya, A. and Setiawan, A.B., 2019. Implementasi Logika Fuzzy Mamdani Dalam Penentuan Harga Sewa Mobil. In Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi) (Vol. 3, No. 1, pp. 229-234). DOI: https://doi.org/10.29407/inotek.v3i1.542.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Manurung, H., Marbun, M. and No, J.S.I.M., 2021. Penerapan Metode Fuzzy Mamdani Untuk Memprediksi Angka Penjualan Berdasarkan Persediaan Dan Jumlah Permintaan Pada Kilang Padi CV. Usaha Bersama. Jurnal Nasional Komputasi dan Teknologi Informasi, 4(6). pp. 509–516, DOI: https://doi.org/10.32672/jnkti.v4i6.3686.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Sarjanako, R.J. and Utami, M., 2019. Penerapan Metode Fuzzy Mamdani Untuk Rekomendasi Optimalisasi Penentuan Harga Sewa Kios Di Pasar Citeureup I. TeknoIS: Jurnal Ilmiah Teknologi Informasi dan Sains, 7(1), pp.68-76. DOI: https://doi.org/10.36350/jbs.v7i1.35.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Djatmiko, B., Yulistyorini, A., Sugandi, R.M. and Setyawan, E., 2019, November. The application of fuzzy logic for profit optimization to contractor project cash flow. In IOP Conference Series: Materials Science and Engineering (Vol. 669, No. 1, p. 012060). IOP Publishing. DOI: https://doi.org/10.1088/1757-899X/669/1/012060.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Rustan, H.A., Ruslianto, I. and Nirmala, I., Determine the Eligibility Level of Village Fund Direct Cash Assistance Recipients using Fuzzy Mamdani Method. CESS (Journal of Computer Engineering, System and Science), 7(2), pp.526-536.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Sirait, D.E. and Gultom, B.T., 2022. ANALISIS LOGIKA FUZZY MAMDANI DALAM OPTIMISASI HARGA JUAL JAGUNG. MES: Journal of Mathematics Education and Science, 7(2), pp.70-77.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Rizki, S.N., 2018. Fuzzy logic memprediksi tingkat kecelakaan kerja pada PT. Galang Kapal di kota Batam. Digital Zone: Jurnal Teknologi Informasi dan Komunikasi, 9(2), pp.151-161. DOI: https://doi.org/10.31849/digitalzone.v9i2.1980.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Diantry, H., 2020. Penerapan Logika Fuzzy Mamdani Untuk Menentukan Harga Jual Batik Mengunakan Matlab. Jurnal Ilmu Komputer, 3(2), pp.1-1.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Roza, Y., Pernando, Y., Verdian, I., Febrianti, E.L. and Syafrinal, I., 2022. Prediksi Penjualan Menggunakan Metode Fuzzy Mamdani Pada PT. XYZ. JURIKOM (Jurnal Riset Komputer), 9(6), pp.1989-1995. DOI: https://doi.org/10.30865/jurikom.v9i6.5333.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Okwu, M.O., Samuel, O.D., Otanocha, O.B., Tartibu, L.K., Omoregbee, H.O. and Mbachu, V.M., 2020. Development of ternary models for prediction of biogas yield in a novel modular biodigester: a case of fuzzy Mamdani model (FMM), artificial neural network (ANN), and response surface methodology (RSM). Biomass Conversion and Biorefinery, 13(2), pp. 917–926. DOI: https://doi.org/10.1007/s13399-020-01113-1.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Chaudhari, T.U., Patel, V.B., Thakkar, R.G. and Singh, C., 2023. Comparative analysis of Mamdani, Larsen and Tsukamoto methods of fuzzy inference system for students’ academic performance evaluation. International Journal of Science and Research Archive, 9(1), pp.517-523. DOI: https://doi.org/10.30574/ijsra.2023.9.1.0443.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Samavat, T., Nazari, M., Ghalehnoie, M., Nasab, M.A., Zand, M., Sanjeevikumar, P. and Khan, B., 2023. A Comparative Analysis of the Mamdani and Sugeno Fuzzy Inference Systems for MPPT of an Islanded PV System. International Journal of Energy Research, 2023. pp. 1–14. DOI: https://doi.org/10.1155/2023/7676113.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Rachma, S.M., Nishom, M. and Handayai, S.F., 2023. Gastric Disease Diagnostic Expert System Application Using the Fuzzy Mamdani Method. Journal of Informatics Information System Software Engineering and Applications (INISTA), 5(2), pp.104-114. DOI: https://doi.org/10.20895/inista.v5i2.1057.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Jufriadi, J., Nurcahyo, G.W. and Sumijan, S., 2020. Logika Fuzzy dengan Metode Mamdani dalam Menentukan Tingkat Peminatan Tipe Motor Honda. Jurnal Informatika Ekonomi Bisnis, 3, pp.7-11. DOI: https://doi.org/10.37034/infeb.v3i1.60.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
License & Copyright
Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

Authors who publish with this journal agree to the following terms:

1. Copyright Retention and Open Access License

Authors retain copyright of their work and grant the journal non-exclusive right of first publication under the Creative Commons Attribution 4.0 International License (CC BY 4.0).

This license allows unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

2. Rights Granted Under CC BY 4.0

Under this license, readers are free to:

  • Share — copy and redistribute the material in any medium or format
  • Adapt — remix, transform, and build upon the material for any purpose, including commercial use
  • No additional restrictions — the licensor cannot revoke these freedoms as long as license terms are followed

3. Attribution Requirements

All uses must include:

  • Proper citation of the original work
  • Link to the Creative Commons license
  • Indication if changes were made to the original work
  • No suggestion that the licensor endorses the user or their use

4. Additional Distribution Rights

Authors may:

  • Deposit the published version in institutional repositories
  • Share through academic social networks
  • Include in books, monographs, or other publications
  • Post on personal or institutional websites

Requirement: All additional distributions must maintain the CC BY 4.0 license and proper attribution.

5. Self-Archiving and Pre-Print Sharing

Authors are encouraged to:

  • Share pre-prints and post-prints online
  • Deposit in subject-specific repositories (e.g., arXiv, bioRxiv)
  • Engage in scholarly communication throughout the publication process

6. Open Access Commitment

This journal provides immediate open access to all content, supporting the global exchange of knowledge without financial, legal, or technical barriers.

Downloads