Process mining in intralogistics: A holistic process model

被引:0
|
作者
Bross, Florian [1 ]
Götz, Theresa [2 ]
Wunderlich, Jürgen [2 ]
机构
[1] Consulting GmbH, Viktualienmarkt 8, München
来源
ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetrieb | / 119卷 / 10期
关键词
Intralogistics; Process Mining; Process Model; Production Logistics;
D O I
10.1515/zwf-2024-1131
中图分类号
学科分类号
摘要
Process Mining in Intralogistics: A Holistic Process Model. The application of process mining opens up a wide range of possibilities for logistics, such as the identification of bottlenecks, the optimization of throughput times and the more efficient use of resources. However, in an area as dynamic and vulnerable as logistics, there are specific challenges that make the application of process mining difficult and therefore require special attention. A structured approach is therefore required to successfully implement process mining in practice. This publication presents a methodology that supports companies in effectively integrating process mining into their internal logistics operations. It includes project initialization, the extraction and preparation of the data to be analyzed, the execution of analyses, the interpretation of the results and the derivation of measures. © 2024 Walter de Gruyter GmbH, Berlin/Boston, Germany.
引用
收藏
页码:754 / 760
页数:6
相关论文
共 50 条
  • [1] Process Mining and the Transformation of Management Accounting: A Maturity Model for a Holistic Process Performance Measurement System
    Wahrstoetter, Simon
    BUSINESS PROCESS MANAGEMENT FORUM, BPM 2023 FORUM, 2023, 490 : 302 - 318
  • [2] Holistic Approach for Process Model Discovery
    Repta, Dragos
    Stanescu, Aurelian Mihai
    2017 21ST INTERNATIONAL CONFERENCE ON CONTROL SYSTEMS AND COMPUTER SCIENCE (CSCS), 2017, : 471 - 476
  • [3] Visualization of Process Model through Process Mining
    Kumar, Manoj M., V
    Kumar, Rahul
    Tejaswi, S. G. K.
    2019 10TH INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT), 2019,
  • [4] Process Mining and Automatic Process Discovery
    Rivas Pena, Marcos
    Bayona-Ore, Sussy
    2018 7TH INTERNATIONAL CONFERENCE ON SOFTWARE PROCESS IMPROVEMENT (CIMPS): APPLICATIONS IN SOFTWARE ENGINEERING, 2018, : 41 - 46
  • [5] A Process Mining Success Factors Model
    Mamudu, Azumah
    Bandara, Wasana
    Wynn, Moe T.
    Leemans, Sander J. J.
    BUSINESS PROCESS MANAGEMENT (BPM 2022), 2022, 13420 : 143 - 160
  • [6] The Use of Process Mining in Business Process Simulation Model ConstructionStructuring the Field
    Niels Martin
    Benoît Depaire
    An Caris
    Business & Information Systems Engineering, 2016, 58 : 73 - 87
  • [7] Compliance Requirements Model for collaborative business process and evaluation with process mining
    Gonzalez, Laura
    Delgado, Andrea
    2021 XLVII LATIN AMERICAN COMPUTING CONFERENCE (CLEI 2021), 2021,
  • [8] Backpack Process Model (BPPM): A Process Mining Approach for Curricular Analytics
    Salazar-Fernandez, Juan Pablo
    Munoz-Gama, Jorge
    Maldonado-Mahauad, Jorge
    Bustamante, Diego
    Sepulveda, Marcos
    APPLIED SCIENCES-BASEL, 2021, 11 (09):
  • [9] A Method for Building Service Process Value Model Based on Process Mining
    Zhou, Xuequan
    Zacharewicz, Gregory
    Chen, David
    Chu, Dianhui
    APPLIED SCIENCES-BASEL, 2020, 10 (20): : 1 - 25
  • [10] Applying process mining and semantic reasoning for process model customisation in healthcare
    Detro, Silvana Pereira
    Portela Santos, Eduardo Alves
    Panetto, Herve
    De Loures, Eduardo
    Lezoche, Mario
    Moro Barra, Claudia Cabral
    ENTERPRISE INFORMATION SYSTEMS, 2020, 14 (07) : 983 - 1009