An architecture for a generic data-driven machine shop simulator

被引:0
|
作者
McLean, C [1 ]
Jones, A [1 ]
Lee, T [1 ]
Riddick, F [1 ]
机构
[1] NIST, Mfg Syst Integrat Div, Gaithersburg, MD 20899 USA
关键词
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Standard interfaces could help reduce the costs associated with simulation model construction and data exchange between simulation and other software applications -- and thus make simulation technology more Affordable and accessible to a wide range of potential industrial users. Currently, small machine shops do not typically use simulation technology because of various difficulties and obstacles associated with model development and data translation. This paper provides an overview of work currently underway at the National Institute of Standards and Technology (NIST) to develop a software architecture, standard data interfaces, and a prototype generic machine shop simulator that can be readily, reconfigured for use by a large number of small machine shops. It also reviews prior work in this area and describes future work.
引用
收藏
页码:1108 / 1116
页数:9
相关论文
共 50 条
  • [31] Machine Learning at the Edge: A Data-Driven Architecture With Applications to 5G Cellular Networks
    Polese, Michele
    Jana, Rittwik
    Kounev, Velin
    Zhang, Ke
    Deb, Supratim
    Zorzi, Michele
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2021, 20 (12) : 3367 - 3382
  • [32] Flexible Architecture for Data-Driven Predictive Maintenance with Support for Offline and Online Machine Learning Techniques
    Canito, Alda
    Fernandes, Marta
    Mourinho, Joao
    Tosun, Serkan
    Kaya, Kamer
    Turupcu, Aysegul
    Lagares, Angel
    Karabulut, Huseyin
    Marreiros, Goreti
    IECON 2021 - 47TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2021,
  • [33] Towards a Generic IoT Platform for Data-driven Vehicle Services
    Papatheocharous, Efi
    Frecon, Emmanuel
    Kaiser, Christian
    Festl, Andreas
    Stocker, Alexander
    2018 IEEE INTERNATIONAL CONFERENCE ON VEHICULAR ELECTRONICS AND SAFETY (ICVES 2018), 2018,
  • [34] CONTROL-DRIVEN, DATA-DRIVEN AND DEMAND-DRIVEN COMPUTER ARCHITECTURE
    TRELEAVEN, PC
    PARALLEL COMPUTING, 1985, 2 (03) : 287 - 288
  • [35] A data-driven scheduling knowledge management method for smart shop floor
    Ma, Yumin
    Li, Shengyi
    Qiao, Fei
    Lu, Xiaoyu
    Liu, Juan
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2022, 35 (07) : 780 - 793
  • [36] A value-driven perspective to understand Data-driven futures in Architecture
    Qabshoqa, Mohammad
    Kocaturk, Tuba
    Kiviniemi, Arto
    ECAADE 2017: SHARING OF COMPUTABLE KNOWLEDGE! (SHOCK!), VOL 2, 2017, : 407 - 416
  • [37] A data-driven neural network architecture for sentiment analysis
    Cano, Erion
    Morisio, Maurizio
    DATA TECHNOLOGIES AND APPLICATIONS, 2019, 53 (01) : 2 - 19
  • [38] A DECOUPLED DATA-DRIVEN ARCHITECTURE WITH VECTORS AND MACRO ACTORS
    EVRIPIDOU, P
    GAUDIOT, JL
    LECTURE NOTES IN COMPUTER SCIENCE, 1990, 457 : 39 - 50
  • [39] A data-driven approach to neural architecture search initialization
    Traore, Kalifou Rene
    Camero, Andres
    Zhu, Xiao Xiang
    ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE, 2023,
  • [40] DATA-DRIVEN ENTERPRISE ARCHITECTURE AND THE TOGAF ADM PHASES
    Kearny, Carike
    Gerber, Aurona
    van der Merwe, Alta
    2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2016, : 4603 - 4608