Paramita, Amanda Dewi (2019) Peningkatan Kinerja Proses Bongkar Muat dengan Metode Process Mining. Masters thesis, Institut Teknologi Sepuluh Nopember.
Preview |
Text
09211750014012-Master_Thesis.pdf Download (9MB) | Preview |
Abstract
Pelabuhan merupakan salah satu komponen penting dalam dunia perdagangan dan logistik. Faktor utama yang mempengaruhi produktivitas pelabuhan adalah waktu siklus kegiatan bongkar muat. Produktivitas tersebut akan berpengaruh pada pencapaian KPI ( Key Performance Indicator).Penelitian ini bertujuan untuk menganalisis proses bongkar muat petikemas dengan metode process mining serta memberikan usulan program perbaikannya untuk peningkatan kinerja aliran proses petikemas di Terminal Nilam Multipurpose Pelabuhan Tanjung Perak. Process mining yang dimaksud mencakup analisa benchmarking, analisa discovery, analisa prediction and real time, analisa botlleneck dan analisa standard deviation. Untuk melakukan analisa dengan metode process mining ini menggunakan dukungan program DISCO, sehingga hasilnya dapat ditentukan kegiatan apa saja yang berpengaruh besar terhadap bongkar muat container.Pada penelitian ini ditemukan bahwa kegiatan yang berpengaruh sebagai bottleneck pada kegiatan operasional bongkar muat adalah kegiatan delivery dan receiving. Rencana perbaikan yang dilakukan adalah dengan melakukan penambahan 1 (satu) blok cadangan untuk ketiga kegiatan tersebut, dengan memanfaatkan 1 (satu) blok di CY Ex Pusri dengan kapasitas tambahan sebanyak 4800 TEU’s, serta melakukan investasi berupa pengadaan 1 (satu) unit RTG untuk menunjang kegiatan petikemas di area tersebut
===================================================================================================================================
Port is one of the important things in trade and logistics. The major influence factor of port productivity is the cycle time for loading and unloading. The container activity in port logistics consists of several activities, such as discharging, loading, receiving, delivery, gate-in, and gate-out, among others. These activities using various equipment including container cranes, Rubber Tyred Gantry (RTG), trucks, and other related machinery. The availability of equipment is one of the factors the influence delays in container activities, which can negatively affect productivity. The productivity of the port will affect to Key Performance Indicator (KPI) of the port. The purpose of this study is to analyze the flow of containers that used process mining. Moreover, it provides a recommendation to increase the productivity at Terminal Nilam Multipurpose Port of Tanjung Perak. Process mining method includes many of other analysis, that is discovery, prediction and real-time, bottlenecks and deviation analysis. Disco program used to analyze container activity, besides this, the disco program also use to determine bottleneck mapping that effect to port productivity. The result show delivery and receiving are the cause of the bottleneck. Plans for improvement are done by adding one reserve block for the three activities, using 1 (one) block in CY Ex Pusri, with total capacity is 4800 TEU’s, as well as investment in the procurement of one RTG to support container activities in the area
| Item Type: | Thesis (Masters) |
|---|---|
| Additional Information: | RTMT 006.312 Par p-1 |
| Uncontrolled Keywords: | cycle time, process mining, data mining ,bottleneck, loading, receiving, dan delivery cancel |
| Subjects: | T Technology > T Technology (General) > T57.5 Data Processing |
| Divisions: | Faculty of Business and Management Technology > Management Technology > 61101-(S2) Master Thesis |
| Depositing User: | Amanda Dewi Paramita |
| Date Deposited: | 26 Mar 2025 01:09 |
| Last Modified: | 26 Mar 2025 01:09 |
| URI: | http://repository.its.ac.id/id/eprint/64977 |
Actions (login required)
 |
View Item |