Circular economy meets industry 4.0: Can big data drive industrial symbiosis?
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The omission of integrated CE-I4.0 research is due to gaps in operational data-driven and 3Rs optimization solutions.
“It was suggested [55] that this omission is due to 'gaps in operational data-driven and 3Rs optimization solutions'”
From Digitisation and the Circular Economy: A Review of Current Research and Future Trends (2018) · cites this paper as [55]
Big data, a component of Industry 4.0, has the potential to drive industrial symbiosis within a CE.
“while arguing for the imperativeness of this research as big data (a component of I4.0 with the potential to drive industrial symbiosis within a CE).”
From Digitisation and the Circular Economy: A Review of Current Research and Future Trends (2018) · cites this paper as [55]
Cites
Sustainable consumption and production for Asia: sustainability through green design and practice
Tseng, M., Chiu, (. S. F., Tan, R. R., et al. (2012) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2012.07.015 · Cited by 499 · see citing works
Self-citationTseng, M., & Bui, T. (2016) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2016.10.014 · Cited by 121 · see citing works
Self-citationSustainable consumption and production in business decision-making models
Tseng, M., Chiu, A. S. F., & Dong, L. (2017) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2017.02.014 · Cited by 80 · see citing works
Self-citationSustainable consumption and production in emerging markets
Tseng, M., Tan, K. H., Geng, Y., et al. (2016) · International Journal of Production Economics · doi:10.1016/j.ijpe.2016.09.016 · Cited by 79 · see citing works
Self-citationShi, L., Wu, K., & Tseng, M. (2016) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2016.08.014 · Cited by 62 · see citing works
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Digitalisation as an Enabler of Circular Economy
Antikainen, M., Uusitalo, T., & Kivikytö-Reponen, P. (2018) · Procedia CIRP · doi:10.1016/j.procir.2018.04.027 · Cited by 532 · see citing works
Luthra, S., Kumar, A., Zavadskas, E. K., Mangla, S. K., & Garza-Reyes, J. A. (2020) · International Journal of Production Research · doi:10.1080/00207543.2019.1660828 · Cited by 376 · see citing works
Procurement 4.0 and its implications on business process performance in a circular economy
Bag, S., Wood, L. C., Mangla, S. K., & Luthra, S. (2020) · Resources, Conservation and Recycling · doi:10.1016/j.resconrec.2019.104502 · Cited by 339 · see citing works
At the Nexus of Blockchain Technology, the Circular Economy, and Product Deletion
Kouhizadeh, M., Sarkis, J., & Zhu, Q. (2019) · Applied Sciences · doi:10.3390/app9081712 · Cited by 219 · see citing works
Big data, knowledge co-creation and decision making in fashion industry
Acharya, A., Singh, S. K., Pereira, V., & Singh, P. (2018) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2018.06.008 · Cited by 221 · see citing works
Ferreira, J. J., Lopes, J. M., Gomes, S., & Rammal, H. G. (2023) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2023.136841 · Cited by 167 · see citing works
Green growth efficiency of Chinese cities and its spatio-temporal pattern
Ma, L., Long, H., Chen, K., Tu, S., Zhang, Y., & Liao, L. (2019) · Resources, Conservation and Recycling · doi:10.1016/j.resconrec.2019.03.049 · Cited by 138 · see citing works
The circular economy of LCD panel shipping in a packaging logistics system
Kuo, T.-C., Chiu, M.-C., Chung, W.-H., & Yang, T.-I. (2019) · Resources, Conservation and Recycling · doi:10.1016/j.resconrec.2019.06.022 · Cited by 40 · see citing works
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- Authors
- Tseng, M.-L., Tan, R. R., Chiu, A. S. F., Chien, C.-F., & Kuo, T. C.
- Affiliations
- Asia University (TW)
- De La Salle University (PH)
- National Tsing Hua University (TW)
- Chung Yuan Christian University (TW)
- Corresponding author
- Tseng, Ming-Lang
- Venue
- Resources, Conservation and Recycling
- Publisher
- Elsevier BV
- Published
- 2018-04
- Volume
- 131
- Pages
- 146-147
- ISSN
- 0921-3449 (ISSN-L)
- OpenAlex
- W2782363741
- Cited by
- 499
- References
- 5
- Citations by year
- 2026: 37 · 2025: 49 · 2024: 60 · 2023: 61 · 2022: 76 · 2021: 75 · 2020: 62 · 2019: 60 · 2018: 18
- FWCI
- 44.42
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Resources Conservation and Recycling (publishedVersion)
- Topics
- Physical Sciences › Engineering › Industrial and Manufacturing Engineering › Sustainable Industrial Ecology
- Social Sciences › Business, Management and Accounting › Strategy and Management › Sustainable Supply Chain Management
- Physical Sciences › Engineering › Industrial and Manufacturing Engineering › Digital Transformation in Industry
- Keywords
- circular economy, Industry 4.0, big data, industrial symbiosis, urban symbiosis, data-driven optimization
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