Combining Simulation and Data Analytics for OEE Improvement
نویسندگان
چکیده
منابع مشابه
A Fuzzy TOPSIS Approach for Big Data Analytics Platform Selection
Big data sizes are constantly increasing. Big data analytics is where advanced analytic techniques are applied on big data sets. Analytics based on large data samples reveals and leverages business change. The popularity of big data analytics platforms, which are often available as open-source, has not remained unnoticed by big companies. Google uses MapReduce for PageRank and inverted indexes....
متن کاملData Analytics for Simulation Repositories in Industry
Simulations are used intensively in the developing process of new industrial products and have achieved a high degree of detail. In that workflow often thousand finite element model variants, representing different product configurations, are simulated within a few days or even overnight. Currently the decision process for finding the optimal product parameters involves the comparative evaluati...
متن کاملData-Driven Simulation-Based Analytics
This chapter will introduce a novel data-driven simulation-based approach to study a dynamic system. Classification and regression trees a data mining method – is utilized to extract non-linear dynamics of the system based on “big data” collected over a long period of time. Kernel density estimates are used at the terminal nodes of the tree to model the probability distribution of the response ...
متن کاملData-Driven Simulation-Based Analytics
This chapter will introduce a novel data-driven simulation-based approach to study a dynamic system. Classification and regression trees a data mining method – is utilized to extract non-linear dynamics of the system based on “big data” collected over a long period of time. Kernel density estimates are used at the terminal nodes of the tree to model the probability distribution of the response ...
متن کاملOEE Improvement by TPM Implementation: A Case Study
The manufacturing industry has gone through significant changes in the last decade. Competition has increased dramatically. Customers focus on product quality, product delivery time and cost of product. Because of these, the organization should introduce a maintenance system to improve and increase both quality and productivity continuously. Total Productive Maintenance (TPM) is a methodology t...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Simulation Modelling
سال: 2022
ISSN: ['1726-4529', '1996-8566']
DOI: https://doi.org/10.2507/ijsimm21-1-584