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Volume 72, Issue 10
Assessing operational complexity of manufacturing systems based on algorithmic complexity of key performance indicator time-series

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Journal of the Operational Research Society Volume 72, 2021 - Issue 10

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Original Articles

Assessing operational complexity of manufacturing systems based on algorithmic complexity of key performance indicator time-series

Bugra AlkanUniversity of Bristol, Bristol, United KingdomCorrespondenceB.Alkan@bristol.ac.uk

https://orcid.org/0000-0002-5994-4351

Seth BullockUniversity of Bristol, Bristol, United Kingdom

Pages 2241-2255 | Received 08 May 2019, Accepted 04 Jun 2020, Published online: 03 Jul 2020

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https://doi.org/10.1080/01605682.2020.1779622
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Citations (14)

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Mohammad Najjar, Ihab H. Alsurakji, Amjad El-Qanni & Abdulnaser I. Nour. (2023) The role of blockchain technology in the integration of sustainability practices across multi-tier supply networks: implications and potential complexities. Journal of Sustainable Finance & Investment 13:1, pages 744-762.
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Articles from other publishers (13)

Cuiping Zhou, Shaobo Li, Cankun Xie, Panliang Yuan & Zihao Liao. (2025) SLPDBO-BP: an efficient valuation model for data asset value. PeerJ Computer Science 11, pages e2813.
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Guoliang Fan, Zuhua Jiang, Hao Zheng, Yicong Gao & Shanhe Lou. (2023) Human–machine fusion–based operational complexity measurement approach to assembly lines for smart manufacturing. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 238:11, pages 1579-1592.
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Jiancheng Yin, Wentao Sui, Xuye Zhuang, Yunlong Sheng & Yongbo Li. (2024) The Application of Lempel-Ziv Complexity in Medicine Science, Nature Science, Social Science, and Engineering: A Review and Prospect. IEEE Access 12, pages 179330-179352.
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Vladimir Modrak & Zuzana Soltysova. (2023) Influence of Manufacturing Process Modularity on Lead Time Performances and Complexity. Applied Sciences 13:12, pages 7196.
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Erkan Caner ÖZKAT. (2022) A Method to Classify Steel Plate Faults Based on Ensemble LearningToplu Öğrenmeye Dayalı Çelik Levha Arızalarını Sınıflandırması İçin Bİr Yöntem. Journal of Materials and Mechatronics: A 3:2, pages 240-256.
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Jarosław Brodny & Magdalena Tutak. (2022) Challenges of the polish coal mining industry on its way to innovative and sustainable development. Journal of Cleaner Production 375, pages 134061.
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Gasser Laurent. (2022) Functional Performance Metric as Effort Prediction. Functional Performance Metric as Effort Prediction.

Koushiki Dasgupta Chaudhuri & Bugra Alkan. (2022) A hybrid extreme learning machine model with harris hawks optimisation algorithm: an optimised model for product demand forecasting applications. Applied Intelligence 52:10, pages 11489-11505.
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Sagar Rao, Kerstin Johansen & Milad Ashourpour. 2022. Towards Sustainable Customization: Bridging Smart Products and Manufacturing Systems. Towards Sustainable Customization: Bridging Smart Products and Manufacturing Systems 1006 1013 .

Ivan Kristianto Singgih. (2021) Production Flow Analysis in a Semiconductor Fab Using Machine Learning Techniques. Processes 9:3, pages 407.
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Bugra Alkan, Seth Bullock & Kevin Galvin. (2021) Identifying Optimal Granularity Level of Modular Assembly Supply Chains Based on Complexity-Modularity Trade-Off. IEEE Access 9, pages 57907-57921.
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Fengjia Yao, Bugra Alkan, Bilal Ahmad & Robert Harrison. (2020) Improving Just-in-Time Delivery Performance of IoT-Enabled Flexible Manufacturing Systems with AGV Based Material Transportation. Sensors 20:21, pages 6333.
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Paulina Gackowiec, Marta Podobińska-Staniec, Edyta Brzychczy, Christopher Kühlbach & Toyga Özver. (2020) Review of Key Performance Indicators for Process Monitoring in the Mining Industry. Energies 13:19, pages 5169.
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