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All Journal Jurnal Ilmiah Teknik Mesin, Elektro dan Komputer Jurnal Publikasi Manajemen Informatika
Ahkmad Ipandy
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Electrical & Electronics Engineering Engineering Mechanical Engineering

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ANALISIS POLA PUNCAK PERGERAKAN PENUMPANG LRT SUMATERA SELATAN MENGGUNAKAN PENDEKATAN TIME SERIES Zakiansyah; Siti Sa'uda; Ahkmad Ipandy
Jurnal Publikasi Manajemen Informatika Vol. 5 No. 2 (2026): JURNAL PUBLIKASI MANAJEMEN INFORMATIKA
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jupumi.v5i2.7362

Abstract

This study analyzes the peak movement patterns of passengers on the South Sumatra Light Rail Transit (LRT) system during the 2026 Eid Transportation period using a time series approach. Daily operational data over a 36-day observation period (D-17 to D+17), from March 4 to April 8, 2026, were obtained from the South Sumatra Light Rail Transit Management Agency and PT KAI Divre III Palembang. Data processing was conducted through the Knowledge Discovery in Databases (KDD) framework using Python, Pandas, and Matplotlib. The analyzed variables included the realized passenger volume for 2025 and 2026, the predicted passenger volume for 2026, the number of train trips, seating capacity, and daily load factor. The analysis results indicate that the total realized passenger volume in 2026 reached 484,563 passengers, representing a 3.10% decrease compared to the 2025 realization of 500,067 passengers. The peak service demand occurred on D+2 (March 24, 2026), with 27,485 passengers, a load factor of 81.16%, and a peak index of 2.04, confirming that the highest operational pressure occurred during the return-flow phase, particularly from D+1 to D+4. The Post-Eid Transportation phase contributed the largest share of total passengers at 41.50%. Prediction accuracy produced a Mean Absolute Percentage Error (MAPE) value of 12.05%, indicating that the model was capable of capturing the general direction of passenger demand, although improvements are still needed at extreme turning points. The estimated trend for 2027 indicates a passenger range between 470,026 and 508,791 under three projected scenarios. This study confirms the relevance of the time series approach in understanding the dynamics of rail-based public transportation demand during special operational periods.
Penerapan Metode Incremental Pada Aplikasi Laporan Pengawas di LRT Sumsel Diva Mariska; Ahmad Syazili; Ahkmad Ipandy
Jurnal Ilmiah Teknik Mesin, Elektro dan Komputer Vol. 6 No. 2 (2026): Juli: Jurnal Ilmiah Teknik Mesin, Elektro dan Komputer
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/juritek.v6i2.7542

Abstract

The supervisor reporting process at the South Sumatra Light Rail Transit Management Agency (Balai LRT Sumsel) was previously conducted using paper-based forms, making report management less efficient and increasing the risk of recording errors, document loss, delayed information delivery, and difficulties in retrieving archived reports. This study aims to develop a web-based Supervisor Report Application to support a more effective and well-organized reporting process. The system was developed using the Incremental method, in which each development stage included requirements analysis, system design, implementation, and testing. Google Apps Script was used as the backend, Google Sheets as the database, and HTML, CSS, and JavaScript to develop the user interface. The application implements Role-Based Access Control (RBAC) by providing separate access privileges for Officers, Administrators, and Management. System performance was evaluated through Black Box Testing using twelve test scenarios covering the application's primary functions. The testing results confirmed that all functions operated properly and satisfied the defined functional requirements. The developed application simplifies digital reporting, improves report management and data recapitulation, provides statistical information, and supports report export in PDF and Excel formats. These results indicate that the Incremental method is well suited for developing a web-based reporting system that meets the operational needs of Balai LRT Sumsel..
Co-Authors Ahmad Syazili Diva Mariska Siti Sa'uda Zakiansyah