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ITS » Journal » Sistem Informasi - S1
Posted by budi_hrt@its.ac.id at 15/03/2016 10:43:04  •  1270 Views


MATERIAL MOVEMENT ANALYSIS FOR WAREHOUSE BUSINESS PROCESS IMPROVEMENT WITH PROCESS MINING A CASE STUDY

Author :
MAHENDRAWATHI ER ( 197610112006042001 )
ASTUTI, HANIM MARIA   WARDHANI, IKA RAKHMA KUSUMA




ABSTRAK

Process mining is a technique to model and analyze business process based on traces of activities performed and stored in the database of any information systems being operated by the company i.e. event logs. This paper aims to add literature on the implementation of process mining in warehouse management process. First extraction of all related activities from LTAK and LTAP tables of SAP Warehouse Management module is conducted. The event log are processed with Heuristic Miner Algorithm in PROM. The output of the mining is the actual business process model. The analysis of the output discover deviation from the standard procedure set by the company with the presence of additional activities and nonstandard flow of materials. The bottleneck analysis shows that the material spent a long time in the high rack and transferred between high racks. The average lead time from material receipt until issued is slightly higher than the target set the company. Further analysis of the issues revealed root-cause of the problems which are insufficient warehouse related capacity such as forklift racks and staffs to serve incoming materials. Finally recommendations are provided to deal with the warehouse management issues facing the case companies.



KeywordsMaterial movement; Warehousing; Process mining; Warehouse; management; SAP
 
Subject:  Analisis sistem
Date Create: 02/12/2015
Type: Text
Format: PDF
Language: Indonesian
Identifier: ITS-Journal-52011150000053
Collection ID: 52011150000053
Call Number: 658.503 Mah m


Source
Article of Journal

Coverage
ITS Community

Rights
Springer International Publishing Switzerland 2015 J. Bae et al. (Eds.): AP-BPM 2015, LNBIP 219, pp. 115127, 2015. DOI: 10.1007/978-3-319-19509-4_9




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ITS-Journal-52011150000053-40775.pdf




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