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A data-driven approach to diagnosing throughput bottlenecks from a maintenance perspective
15 references·0 citing·38 second hop
A data-driven approach to diagnosing throughput bottlenecks from a maintenance perspective (2020)A data-driven approach to diagnosing thro…A new method of bottleneck analysis for manufacturing systems (2019)A new method of bottleneck an…The future shop-floor operators, demands, requirements and interpretations (2018)The future shop-floor operato…Data-driven algorithm for throughput bottleneck analysis of production systems (2018)Data-driven algorithm for thr…A systematic-theoretic analysis of data-driven throughput bottleneck detection of production systems (2018)A systematic-theoretic analys…Data quality problems in discrete event simulation of manufacturing operations (2017)Data quality problems in disc…A statistical framework of data-driven bottleneck identification in manufacturing systems (2016)A statistical framework of da…Detecting bottlenecks in serial production lines – a focus on interdeparture time variance (2011)Detecting bottlenecks in seri…Real time production improvement through bottleneck control (2008)Real time production improvem…Data driven bottleneck detection of manufacturing systems (2008)Data driven bottleneck detect…A new method for bottleneck detection (2008)A new method for bottleneck d…Bottlenecks in production networks: An overview (2005)Bottlenecks in production net…Comparison of bottleneck detection methods for AGV systems (2004)Comparison of bottleneck dete…Shifting bottleneck detection (2003)Shifting bottleneck detectionProceedings of the 2002 Winter Simulation Conference (2002)Proceedings of the 2002 Winte…A practical bottleneck detection method (2002)A practical bottleneck detect…International Journal of Production Research (1962)Simulation Modeling and Analysis. (1983)Simulation modeling for analysis (2010)An algorithm for data-driven shifting bottleneck detection (2016)The impact of Industry 4.0 on bottleneck analysis in production and manufacturing: Current trends and future perspectives (2022)Manufacturing flow line systems: a review of models and analytical results (1992)Manufacturing systems engineering (1993)Proceedings of the 2004 Winter Simulation Conference, 2004. (2004)A proactive task dispatching method based on future bottleneck prediction for the smart factory (2019)Artificial intelligence for throughput bottleneck analysis – State-of-the-art and future directions (2021)An Efficient Decomposition Method for the Approximate Evaluation of Tandem Queues with Finite Storage Space and Blocking (1987)PROCEEDINGS OF THE 1997 WINTER SIMULATION CONFERENCE (1997)A data-driven algorithm to predict throughput bottlenecks in a production system based on active periods of the machines (2018)Analyzing environmental sustainability methods for use earlier in the product lifecycle (2018)The Goal: A Process of Ongoing Improvement (1984)The goal: A process of ongoing improvement (1993)Bottlenecks in serial production lines: A system‐theoretic approach (1996)Throughput Bottleneck Prediction of Manufacturing Systems Using Time Series Analysis (2011)A value stream mapping and simulation hybrid approach: application to glass industry (2015)Simulation with Arena (1998)Simulation for manufacturing system design and operation: Literature review and analysis (2014)Identification of maintenance improvement potential using OEE assessment (2017)The Queueing Network Analyzer (1983)Queueing Networks and Markov Chains: Modeling and Performance Evaluation with Computer Science Applications (2000)Process bottlenecks identification and its root cause analysis using fusion-based clustering and knowledge graph (2023)Digital Twin-based bottleneck prediction for improved production control (2024)A Stochastic Approximation Method (1951)Book Review: Time Series Analysis: Forecasting and Control (1977)Distributed discrete-event simulation (1986)Response Surface Methodology: Process and Product Optimization Using Designed Experiments (1996)Verification and validation of simulation models (2012)The Adaptive Decision Maker (1994)The Toyota way : 14 management principles from the world's greatest manufacturer (2004)A Critical Analysis of Decision Support Systems Research (2005)A prognostic algorithm to prescribe improvement measures on throughput bottlenecks (2019)Analysis of Operational Communication Through Structural Equation Modeling (2020)Simulation modeling and analysis (1999)The Constraints Management Handbook (2024)
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References

  • 2002Proceedings of the 2002 Winter Simulation Conference460 cited
  • 2008Data driven bottleneck detection of manufacturing systems185 cited
  • 2003Shifting bottleneck detection165 cited
  • 2002A practical bottleneck detection method100 cited
  • 2008Real time production improvement through bottleneck control85 cited
  • 2011Detecting bottlenecks in serial production lines – a focus on interdeparture time variance70 cited
  • 2008A new method for bottleneck detection62 cited
  • 2004Comparison of bottleneck detection methods for AGV systems58 cited
  • 2005Bottlenecks in production networks: An overview56 cited
  • 2018The future shop-floor operators, demands, requirements and interpretations53 cited
  • 2016A statistical framework of data-driven bottleneck identification in manufacturing systems48 cited
  • 2018Data-driven algorithm for throughput bottleneck analysis of production systems46 cited
  • 2018A systematic-theoretic analysis of data-driven throughput bottleneck detection of production systems41 cited
  • 2017Data quality problems in discrete event simulation of manufacturing operations40 cited
  • 2019A new method of bottleneck analysis for manufacturing systems

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