Data-Driven Optimization in Industrial Processes

This cluster investigates the application of data-driven techniques for optimizing industrial processes. It includes studies on predictive maintenance and continuous improvement methodologies.

Data-Driven
Optimization
Industrial Processes
Predictive Maintenance
Continuous Improvement

7,149 papers

Parent topic: Smart Industrial Process Optimization

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Papers Over Time

19501960197019801990200020102020

Top Papers

Fuzzy Mining – Adaptive Process Simplification Based On Multi-perspective Metrics

2007 · 479 citations

Data-Driven Methods For Predictive Maintenance Of Industrial Equipment: A Survey

2019 · 389 citations

An Overview Of Continuous Improvement: From The Past To The Present

2005 · 361 citations

A Review Of Performance Monitoring And Assessment Techniques For Univariate And Multivariate Control Systems

1999 · 328 citations

Industrial Big Data Analytics And Cyber-physical Systems For Future Maintenance & Service Innovation

2015 · 303 citations

A Survey Of Variability Modeling In Industrial Practice

2013 · 293 citations

Optimisation Of The EDM Process Based On The Orthogonal Array With Fuzzy Logic And Grey Relational Analysis Method

2002 · 276 citations

A Performance Measurement System For Industry 4.0 Enabled Smart Manufacturing System In SMMEs- A Review And Empirical Investigation

2020 · 234 citations

Review And Big Data Perspectives On Robust Data Mining Approaches For Industrial Process Modeling With Outliers And Missing Data

2018 · 228 citations

Application Of Lean Manufacturing Techniques In The Emergency Department

2009 · 216 citations

Industrial Dynamics Simulation Models In The Design Of Supply Chains

1992 · 202 citations

An Integrated Dynamic Performance Measurement System For Improving Manufacturing Competitiveness

1997 · 201 citations

Design, Management And Control Of Demanufacturing And Remanufacturing Systems

2017 · 200 citations

Smart Production Planning And Control In The Industry 4.0 Context: A Systematic Literature Review

2020 · 181 citations

Maintenance In Digitalised Manufacturing: Delphi-based Scenarios For 2030

2017 · 180 citations

Operation Patterns Analysis Of Automotive Components Remanufacturing Industry Development In China

2017 · 175 citations

Interdependencies Of Industrie 4.0 & Lean Production Systems: A Use Cases Analysis

2017 · 164 citations

Measuring The Leanness Of Manufacturing systems—A Case Study Of Ford Motor Company And General Motors

2008 · 161 citations

Development Pattern And Enhancing System Of Automotive Components Remanufacturing Industry In China

2011 · 160 citations

Quantifying Benefits Of Conversion To Lean Manufacturing With Discrete Event Simulation: A Case Study

2000 · 159 citations