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A data-driven algorithm to predict throughput bottlenecks in a production system based on active periods of the machines
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A data-driven algorithm to predict throughput bottlenecks in a production system based on active periods of the machines

Subramaniyan, Mukund ; Skoogh, Anders ; Salomonsson, Hans ; Bangalore, Pramod ; Bokrantz, Jon

Computers & industrial engineering, 2018-11, Vol.125, p.533-544 [Periódico revisado por pares]

Elsevier Ltd

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Data-driven machine criticality assessment - maintenance decision support for increased productivity
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Data-driven machine criticality assessment - maintenance decision support for increased productivity

Gopalakrishnan, Maheshwaran ; Subramaniyan, Mukund ; Skoogh, Anders

Production planning & control, 2022-01, Vol.33 (1), p.1-19 [Periódico revisado por pares]

London: Taylor & Francis

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3
Artificial intelligence for throughput bottleneck analysis – State-of-the-art and future directions
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Artificial intelligence for throughput bottleneck analysis – State-of-the-art and future directions

Subramaniyan, Mukund ; Skoogh, Anders ; Bokrantz, Jon ; Sheikh, Muhammad Azam ; Thürer, Matthias ; Chang, Qing

Journal of manufacturing systems, 2021-07, Vol.60, p.734-751 [Periódico revisado por pares]

Elsevier Ltd

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4
A generic hierarchical clustering approach for detecting bottlenecks in manufacturing
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A generic hierarchical clustering approach for detecting bottlenecks in manufacturing

Subramaniyan, Mukund ; Skoogh, Anders ; Muhammad, Azam Sheikh ; Bokrantz, Jon ; Johansson, Björn ; Roser, Christoph

Journal of manufacturing systems, 2020-04, Vol.55, p.143-158 [Periódico revisado por pares]

Elsevier Ltd

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5
Analysis of Critical Factors for Automatic Measurement of OEE
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Analysis of Critical Factors for Automatic Measurement of OEE

Hedman, Richard ; Subramaniyan, Mukund ; Almström, Peter

Procedia CIRP, 2016, Vol.57, p.128-133 [Periódico revisado por pares]

Elsevier B.V

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6
A prognostic algorithm to prescribe improvement measures on throughput bottlenecks
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A prognostic algorithm to prescribe improvement measures on throughput bottlenecks

Subramaniyan, Mukund ; Skoogh, Anders ; Sheikh Muhammad, Azam ; Bokrantz, Jon ; Turanoğlu Bekar, Ebru

Journal of manufacturing systems, 2019-10, Vol.53, p.271-281 [Periódico revisado por pares]

Elsevier Ltd

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7
An algorithm for data-driven shifting bottleneck detection
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An algorithm for data-driven shifting bottleneck detection

Subramaniyan, Mukund ; Skoogh, Anders ; Gopalakrishnan, Maheshwaran ; Salomonsson, Hans ; Hanna, Atieh ; Lämkull, Dan Guo, Jun

Cogent engineering, 2016-12, Vol.3 (1), p.1239516 [Periódico revisado por pares]

Abingdon: Cogent

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8
Applications of Big Data analytics and Related Technologies in Maintenance—Literature-Based Research
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Applications of Big Data analytics and Related Technologies in Maintenance—Literature-Based Research

Baum, Jens ; Laroque, Christoph ; Oeser, Benjamin ; Skoogh, Anders ; Subramaniyan, Mukund

Machines (Basel), 2018-11, Vol.6 (4), p.54 [Periódico revisado por pares]

Basel: MDPI AG

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9
Data-driven algorithm for throughput bottleneck analysis of production systems
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Data-driven algorithm for throughput bottleneck analysis of production systems

Subramaniyan, Mukund ; Skoogh, Anders ; Salomonsson, Hans ; Bangalore, Pramod ; Gopalakrishnan, Maheshwaran ; Sheikh Muhammad, Azam

Production & manufacturing research, 2018, Vol.6 (1), p.225-246 [Periódico revisado por pares]

Taylor & Francis

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10
Real-time data-driven average active period method for bottleneck detection
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Real-time data-driven average active period method for bottleneck detection

Subramaniyan, M ; Skoogh, A ; Gopalakrishnan, M ; Hanna, A

International journal of design & nature and ecodynamics, 2016, Vol.11 (3), p.428-437 [Periódico revisado por pares]

Southampton: W I T Press

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