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A statistical framework of data-driven bottleneck identification in manufacturing systems
13 references·1 citing·41 second hop
A statistical framework of data-driven bottleneck identification in manufacturing systems (2016)A statistical framework of data-driven bo…Detecting bottlenecks in serial production lines – a focus on interdeparture time variance (2011)Detecting bottlenecks in seri…Data driven bottleneck detection of manufacturing systems (2008)Data driven bottleneck detect…Bottleneck detection of complex manufacturing systems using a data-driven method (2008)Bottleneck detection of compl…A new method for bottleneck detection (2008)A new method for bottleneck d…Overall throughput effectiveness (OTE) metric for factory-level performance monitoring and bottleneck detection (2006)Overall throughput effectiven…Bottlenecks in production networks: An overview (2005)Bottlenecks in production net…Shifting bottleneck detection (2003)Shifting bottleneck detectionA practical bottleneck detection method (2002)A practical bottleneck detect…DT-bottlenecks in serial production lines: theory and application (2000)DT-bottlenecks in serial prod…Bottlenecks in serial production lines: A system‐theoretic approach (1996)Bottlenecks in serial product…Factory Physics : Foundations of Manufacturing Management (1995)Factory Physics : Foundations…SHIFTING PRODUCTION BOTTLENECKS: CAUSES, CURES, AND CONUNDRUMS (1994)SHIFTING PRODUCTION BOTTLENEC…Simulation modeling (1970)Simulation modelingA data-driven prediction approach for sports team performance and its application to National Basketball Association (2019)A data-driven prediction appr…Networks of Waiting Lines (1957)Queueing Systems, Volume 2: Computer Applications. (1978)Proceedings of the 1987 winter simulation conference (1988)Economic analysis of production bottlenecks (1995)Data-driven dynamic bottleneck detection in complex manufacturing systems (2021)Discrete-Event System Simulation (1984)Evaluation and improvement of manufacturing performance measurement systems ‐ the role of OEE (1999)Manufacturing productivity improvement using effectiveness metrics and simulation analysis (2003)Performance measurement in automated manufacturing (2011)From measuring overall equipment effectiveness (OEE) to overall resource effectiveness (ORE) (2015)Overall Equipment Effectiveness: Systematic Literature Review and Overview of Different Approaches (2020)An Efficient Decomposition Method for the Approximate Evaluation of Tandem Queues with Finite Storage Space and Blocking (1987)Manufacturing systems engineering (1993)PROCEEDINGS OF THE 1997 WINTER SIMULATION CONFERENCE (1997)Real time production improvement through bottleneck control (2008)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)Simulation with Arena (1998)Simulation modeling for analysis (2010)Identification of maintenance improvement potential using OEE assessment (2017)Artificial intelligence for throughput bottleneck analysis – State-of-the-art and future directions (2021)Perturbation analysis: the state of the art and research issues explained via the GI/G/1 queue (1989)Manufacturing flow line systems: a review of models and analytical results (1992)Transient Analysis of Downtimes and Bottleneck Dynamics in Serial Manufacturing Systems (2010)The Measurement of Productive Efficiency (1957)Measuring the efficiency of decision making units (1978)Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis (1984)Cross-efficiency evaluation in data envelopment analysis based on the perspective of fairness utility (2020)Extended secondary goal approach for common equilibrium efficient frontier selection in DEA with fixed-sum outputs (2020)A Data Science approach analysing the Impact of Injuries on Basketball Player and Team Performance (2021)The goal: A process of ongoing improvement (1993)Comparison of bottleneck detection methods for AGV systems (2004)The Constraints Management Handbook (2024)On theory in operations management (1998)An exploration towards a production theory and its application to construction (2000)The four roles of supply chain management in construction (2000)A Hierarchical structure of key performance indicators for operation management and continuous improvement in production systems (2016)A framework for modeling and simulation for emergency response (2004)Supplier default dependencies: Empirical evidence from the automotive industry (2008)Replication or Exploration? Sequential Design for Stochastic Simulation Experiments (2018)
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References

  • 1995Factory Physics : Foundations of Manufacturing Management1,349 cited
  • 1970Simulation modeling243 cited
  • 2008Data driven bottleneck detection of manufacturing systems185 cited
  • 1996Bottlenecks in serial production lines: A system‐theoretic approach172 cited
  • 2003Shifting bottleneck detection165 cited
  • 2000DT-bottlenecks in serial production lines: theory and application141 cited
  • 2006Overall throughput effectiveness (OTE) metric for factory-level performance monitoring and bottleneck detection137 cited
  • 1994SHIFTING PRODUCTION BOTTLENECKS: CAUSES, CURES, AND CONUNDRUMS114 cited
  • 2002A practical bottleneck detection method100 cited
  • 2011Detecting bottlenecks in serial production lines – a focus on interdeparture time variance70 cited
  • 2008A new method for bottleneck detection62 cited
  • 2008Bottleneck detection of complex manufacturing systems using a data-driven method61 cited
  • 2005Bottlenecks in production networks: An overview56 cited

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  • 2019A data-driven prediction approach for sports team performance and its application to National Basketball Association82 cited

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