Data-Driven Process Reengineering and Optimization Using a Simulation and Verification Technique
| Autor: | Hassan Shirvani, Ashikul Alam Khan, Habtom Mebrahtu, Javaid Butt, Mohammad Nazmul Alam |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2018 |
| Předmět: |
Production line
0209 industrial biotechnology Computer science Process (engineering) media_common.quotation_subject process identification (PI) 02 engineering and technology Business process reengineering business process reengineering (BPR) lcsh:Technology Industrial and Manufacturing Engineering Data-driven 020901 industrial engineering & automation lcsh:TA174 0502 economics and business Engineering (miscellaneous) media_common High rate Process identification process reengineering (PR) business.industry lcsh:T Mechanical Engineering 05 social sciences Process verification process optimization (PO) manufacturing process reengineering (MPR) lcsh:Engineering design Interdependence 050211 marketing Software engineering business process verification (PV) |
| Zdroj: | Designs Volume 2 Issue 4 Designs, Vol 2, Iss 4, p 42 (2018) |
| ISSN: | 2411-9660 |
| Popis: | Process reengineering (PR) in manufacturing organizations is a big challenge, as shown by the high rate of failure. This research investigated different approaches to process reengineering to identify limitations and propose a new strategy to increase the success rate. The proposed methodology integrates data as a procedure for process identification (PI) and mapping and incorporates process verification to analyze the changes made in a specific process. The study identifies interdependency within the manufacturing process (MP) and proposes a generic process reengineering approach that uses simulation and analysis of production line data as a method for understanding the changes required to optimize the process. The paper discusses the methodology implementation technique as well as process identification and the process mapping technique using simulation tools. It provides an improved data-driven process reengineering framework that incorporates process verification. Based on the proposed model, the study investigates a production line process using the WITNESS Horizon 21 simulation package and analyse the efficiency of data-driven process reengineering and process verification in terms of implementing changes. |
| Databáze: | OpenAIRE |
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