Big Data in product lifecycle management

被引:5
|
作者
Jingran Li
Fei Tao
Ying Cheng
Liangjin Zhao
机构
[1] Beihang University,School of Astronautics
[2] Beihang University,School of Automation Science and Electrical Engineering
[3] Beihang University,School of Advanced Engineering
关键词
Big Data; Manufacturing; Product lifecycle management; Potential application;
D O I
暂无
中图分类号
学科分类号
摘要
Recently, “Big Data” has attracted not only researchers’ but also manufacturers’ attention along with the development of information technology. In this paper, the concept, characteristics, and applications of “Big Data” are briefly introduced first. Then, the various data involved in the three main phases of product lifecycle management (PLM) (i.e., beginning of life, middle of life, and end of life) are concluded and analyzed. But what is the relationship between these PLM data and the term “Big Data”? Whether the “Big Data” concept and techniques can be employed in manufacturing to enhance the intelligence and efficiency of design, production, and service process, and what are the potential applications? Therefore, in order to answer these questions, the existing applications of “Big Data” in PLM are summarized, and the potential applications of “Big Data” techniques in PLM are investigated and pointed out.
引用
收藏
页码:667 / 684
页数:17
相关论文
共 50 条
  • [21] Improvement of 3D data exchanges in the product lifecycle management
    Charles, S
    Ducellier, G
    Li, L
    Eynard, B
    PRODUCT LIFECYCLE MANAGEMENT: EMERGING SOLUTIONS AND CHALLENGES FOR GLOBAL NETWORKED ENTERPRISE, 2005, : 507 - 516
  • [22] A holistic product lifecycle management approach to support design by machine data
    Haas, K.
    Schuck, H.
    Muecke, T.
    Ovtcharova, J.
    26TH CIRP DESIGN CONFERENCE, 2016, 50 : 420 - 423
  • [23] Data Lifecycle: From Big Data to Smart Data
    El Arass, M.
    Souissi, N.
    2018 IEEE 5TH INTERNATIONAL CONGRESS ON INFORMATION SCIENCE AND TECHNOLOGY (IEEE CIST'18), 2018, : 80 - 87
  • [24] Complete Simulation data management. Integration of an SDPM solution into Product Lifecycle Management
    Paehrisch, Martin
    Triebel, Michael
    Schlenkrich, Michael
    SIM-VEC: BERECHNUNG, SIMULATION UND ERPROBUNG IM FAHRZEUGBAU 2012, 2012, 2169 : 759 - 770
  • [25] A Plastic Logistic Pallet Lifecycle Management System from a Big Data Perspective
    Zhu, An-Ding
    Wang, Yi-Jun
    Fu, Pei-Hua
    INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND COMMUNICATION ENGINEERING (CSCE 2015), 2015, : 383 - 388
  • [26] Product Lifecycle Management: Measuring What Is Important - Product Lifecycle Implementation Maturity Model
    Walton, Abram L. J.
    Tomovic, Cynthia L.
    Grieves, Michael W.
    PRODUCT LIFECYCLE MANAGEMENT FOR SOCIETY (PLM 2013), 2013, 409 : 406 - 421
  • [27] Implementation of a product data model to support variant creation process as a part of product lifecycle management
    Feldhusen, Joerg
    Nurcahya, Erwin
    Loewer, Manuel
    PRODUCT LIFECYCLE MANAGEMENT: ASSESSING THE INDUSTRIAL RELEVANCE, 2007, : 235 - 242
  • [28] Streamlining product lifecycle processes: a survey of product lifecycle management implementations, directions, and challenges
    Rangan, RM
    Rohde, SM
    Peak, R
    Chadha, B
    Bliznakov, P
    JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING, 2005, 5 (03) : 227 - 237
  • [29] Product lifecycle management in the ubiquitous world
    Serrano, Veronica
    Fischer, Thomas
    PRODUCT LIFECYCLE MANAGEMENT: ASSESSING THE INDUSTRIAL RELEVANCE, 2007, : 607 - 616
  • [30] Artificial intelligence in product lifecycle management
    Wang, Lei
    Liu, Zhengchao
    Liu, Ang
    Tao, Fei
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2021, 114 (3-4): : 771 - 796