Predictive Simulation Modeling and Analytics of Value Stream Mapping for the implementation of lean manufacturing: A case study of Small and medium-sized enterprises (SMEs)

被引：0
|
作者：
Faisal, A. Mohammed [1 ]
机构：
[1] Vels Inst Sci Technol & Adv Studies, Sch Management Studies, Chennai, Tamil Nadu, India
来源：
PROCEEDINGS OF THE 2018 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS) | 2018年
关键词：
Predictive Analytics; Discrete Event Simulation; Value stream Mapping; Lean manufacturing; SMEs;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Predictive simulation analytics can be used for Small and medium-sized enterprises (SMEs) to become more competitive. SMEs tried to implement the lean manufacturing for improving the competitiveness. The future-state Value Stream Mapping (VSM) of the lean manufacturing could not be implemented at the shop floor level. So the simulation is used as predictive analytics for the future-state VSM. The objective of this paper is to analysis the future-state mapping of VSM for the implementation of lean manufacturing using predictive analytics. The predictive simulation models were analyzed to understand the current state and future state mapping of VSM. Predictive simulation analytics of VSM is an appropriate analytical tool for implementation of lean manufacturing in SMEs for improving competitiveness.
引用
收藏
页码：582 / 585
页数：4
相关论文
共 50 条
  • [41] Implementation of continuous improvement based on Lean Six Sigma in small- and medium-sized enterprises
    Timans, Werner
    Ahaus, Kees
    van Solingen, Rini
    Kumar, Maneesh
    Antony, Jiju
    [J]. TOTAL QUALITY MANAGEMENT & BUSINESS EXCELLENCE, 2016, 27 (3-4) : 309 - 324
  • [42] Barriers to Adopting Lean Construction in Small and Medium-Sized Enterprises-The Case of Peru
    Huaman-Orosco, Cristian
    Erazo-Rondinel, Andrews A.
    Herrera, Rodrigo F.
    [J]. BUILDINGS, 2022, 12 (10)
  • [43] Exploring the Lean Implementation Barriers in Small and Medium-Sized Enterprises Using Interpretive Structure Modeling and Interpretive Ranking Process
    Qureshi, Karishma M.
    Mewada, Bhavesh G.
    Alghamdi, Saleh Y.
    Almakayeel, Naif
    Mansour, Mohamed
    Qureshi, Mohamed Rafik N.
    [J]. APPLIED SYSTEM INNOVATION, 2022, 5 (04)
  • [44] A big data analytics platform for smart factories in small and medium-sized manufacturing enterprises: An empirical case study of a die casting factory
    Ju Yeon Lee
    Joo Seong Yoon
    Bo-Hyun Kim
    [J]. International Journal of Precision Engineering and Manufacturing, 2017, 18 : 1353 - 1361
  • [45] A big data analytics platform for smart factories in small and medium-sized manufacturing enterprises: An empirical case study of a die casting factory
    Lee, Ju Yeon
    Yoon, Joo Seong
    Kim, Bo-Hyun
    [J]. INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, 2017, 18 (10) : 1353 - 1361
  • [46] Study on the Strategy of Technical Ability Talents Training in Small and Medium-sized Enterprises (SMEs)
    Li Mengqing
    Luo Li
    [J]. ENTERPRISE GROWS IN SUSTAINING EFFICIENCY AND EFFECTIVENESS, CONFERENCE PROCEEDINGS, 2009, : 413 - 419
  • [47] The empirical study of digital marketing strategy and performance in small and medium-sized enterprises (SMEs)
    Wu, Chih-Wen
    Botella-Carrubi, Dolores
    Blanco-Gonzalez-Tejero, Cristina
    [J]. TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2024, 200
  • [48] Innovation orientation and performance of small and medium-sized enterprises (SMES) in Ghana: evidence from manufacturing sector
    Issau, Kassimu
    Acquah, Innocent Senyo Kwasi
    Gnankob, Robert Ipiin
    Hamidu, Zulaiha
    [J]. INNOVATION & MANAGEMENT REVIEW, 2022, 19 (04) : 290 - 305
  • [49] Agent-based modeling and simulation to assess flood preparedness and recovery of manufacturing small and medium-sized enterprises
    Coates, Graham
    Li, Chunhui
    Ahilan, Sangaralingam
    Wright, Nigel
    Alharbi, Meshal
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2019, 78 : 195 - 217
  • [50] An empirical study of small and medium-sized manufacturing enterprises environmental performance management
    Wang Xinjun
    [J]. PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INNOVATION & MANAGEMENT, VOLS I AND II, 2007, : 848 - 854
12345