Digitalizing the Circular Economy: Circular Economy Engineering Defined by the Metallurgical Internet of Things
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AI does not function in a vacuum; AI systems are typically developed and deployed in tandem with other digital technologies.
“However, it is important to acknowledge from the outset that AI does not function in a vacuum; AI systems are typically developed and deployed in tandem with other digital technologies.”
From Artificial intelligence in support of the circular economy: ethical considerations and a path forward (2024) · cites this paper as Reuter 2016
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Nonlinear Multiobjective Optimization
Miettinen, K. (1998) · International series in management science/operations research/International series in operations research & management science · doi:10.1007/978-1-4615-5563-6 · Cited by 4,746 · see citing works
Discrete particle simulation of particulate systems: Theoretical developments
Zhu, H., Zhou, Z., Yang, R., & Yu, A. (2007) · Chemical Engineering Science · doi:10.1016/j.ces.2006.12.089 · Cited by 2,057 · see citing works
Surrogate-assisted evolutionary computation: Recent advances and future challenges
Jin, Y. (2011) · Swarm and Evolutionary Computation · doi:10.1016/j.swevo.2011.05.001 · Cited by 1,547 · see citing works
Informal electronic waste recycling: A sector review with special focus on China
Chi, X., Streicher‐Porte, M., Wang, M., & Reuter, M. A. (2010) · Waste Management · doi:10.1016/j.wasman.2010.11.006 · Cited by 587 · see citing works
Self-citationModern SEM-based mineral liberation analysis
Fandrich, R., Gu, Y., Burrows, D., et al. (2006) · International Journal of Mineral Processing · doi:10.1016/j.minpro.2006.07.018 · Cited by 568 · see citing works
World Business Council for Sustainable Development - WBCSD
Fichter, K., & Clausen, J. (1998) · Springer eBooks · doi:10.1007/978-3-642-72000-0_34 · Cited by 335 · see citing works
Process Knowledge, System Dynamics, and Metal Ecology
Verhoef, E., Dijkema, G. P. J., & Reuter, M. A. (2004) · Journal of Industrial Ecology · doi:10.1162/1088198041269382 · Cited by 140 · see citing works
Self-citationFundamental limits for the recycling of end-of-life vehicles
Reuter, M. A., van Schaik, A., Ignatenko, O., et al. (2005) · Minerals Engineering · doi:10.1016/j.mineng.2005.08.014 · Cited by 130 · see citing works
Self-citationQuantifying the quality loss and resource efficiency of recycling by means of exergy analysis
Amini, S., Remmerswaal, J. A. M., Castro, M. B. G., & Reuter, M. A. (2006) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2006.01.010 · Cited by 125 · see citing works
Self-citationReuter, M. A., van Schaik, A., & Gediga, J. (2015) · The International Journal of Life Cycle Assessment · doi:10.1007/s11367-015-0860-4 · Cited by 110 · see citing works
Self-citationDynamic modelling of E-waste recycling system performance based on product design
van Schaik, A., & Reuter, M. A. (2009) · Minerals Engineering · doi:10.1016/j.mineng.2009.09.004 · Cited by 108 · see citing works
Self-citationThe time-varying factors influencing the recycling rate of products
van Schaik, A., & Reuter, M. A. (2003) · Resources Conservation and Recycling · doi:10.1016/s0921-3449(03)00074-0 · Cited by 94 · see citing works
Self-citationReuter, M. A. (2005) · Cited by 74 · see citing works
Self-citationHuda, N., Naser, J., Brooks, G. A., et al. (2011) · Metallurgical and Materials Transactions B · doi:10.1007/s11663-011-9558-6 · Cited by 60 · see citing works
Flow of molten slag and iron at 1500 °C to 1600 °C through packed coke beds
Husslage, W. M., Bakker, T., Steeghs, A. G. S., et al. (2005) · Metallurgical and Materials Transactions B · doi:10.1007/s11663-005-0080-6 · Cited by 59 · see citing works
The use of fuzzy rule models to link automotive design to recycling rate calculation
van Schaik, A., & Reuter, M. A. (2007) · Minerals Engineering · doi:10.1016/j.mineng.2007.03.016 · Cited by 56 · see citing works
Self-citationA simulation model of the comminution–liberation of recycling streams
Castro, M. B. G., Remmerswaal, J. A. M., Brezet, J. C., et al. (2004) · International Journal of Mineral Processing · doi:10.1016/j.minpro.2004.09.001 · Cited by 55 · see citing works
Modelling of aluminium scrap melting in a rotary furnace
Zhou, B., Yang, Y., Reuter, M. A., et al. (2005) · Minerals Engineering · doi:10.1016/j.mineng.2005.07.017 · Cited by 51 · see citing works
Self-citationThe simulation of industrial ecosystems
Reuter, M. A. (1998) · Minerals Engineering · doi:10.1016/s0892-6875(98)00078-8 · Cited by 51 · see citing works
Self-citationOpportunities and limits of recycling: A dynamic-model-based analysis
Reuter, M. A., & van Schaik, A. (2012) · MRS Bulletin · doi:10.1557/mrs.2012.57 · Cited by 51 · see citing works
Self-citationProcess Modeling and Optimization of a Submerged Arc Furnace for Phosphorus Production
Scheepers, E., Yang, Y., Adema, A. T., et al. (2010) · Metallurgical and Materials Transactions B · doi:10.1007/s11663-010-9403-3 · Cited by 46 · see citing works
van Schaik, A., & Reuter, M. A. (2014) · Elsevier eBooks · doi:10.1016/b978-0-12-396459-5.00022-2 · Cited by 46 · see citing works
Self-citationReuter, M. A., & van Deventer, J. S. J. (1990) · International Journal of Mineral Processing · doi:10.1016/0301-7516(90)90025-t · Cited by 43 · see citing works
Self-citationThe application of neural nets in the metallurgical industry
Aldrich, C., van Deventer, J. S. J., & Reuter, M. A. (1994) · Minerals Engineering · doi:10.1016/0892-6875(94)90107-4 · Cited by 42 · see citing works
Self-citationA generalized neural-net kinetic rate equation
Reuter, M. A., van Deventer, J. S. J., & van der Walt, T. J. (1993) · Chemical Engineering Science · doi:10.1016/0009-2509(93)81009-k · Cited by 34 · see citing works
Self-citationHuda, N., Naser, J., Brooks, G. A., et al. (2012) · Metallurgical and Materials Transactions B · doi:10.1007/s11663-012-9686-7 · Cited by 32 · see citing works
Deutschland auf dem Weg in die Kreislaufwirtschaft
Wilts, H., & Fink, P. (2016) · Müll und Abfall · doi:10.37307/j.1863-9763.2016.06.03 · Cited by 17 · see citing works
Georgalli, G. A., Eksteen, J. J., & Reuter, M. A. (2002) · Minerals Engineering · doi:10.1016/s0892-6875(02)00119-x · Cited by 15 · see citing works
Self-citationSudhölter, S., Krüger, J., & Reuter, M. A. (1996) · Metallurgical and Materials Transactions B · doi:10.1007/s11663-996-0018-7 · Cited by 12 · see citing works
Self-citationEksteen, J. J., & Reuter, M. A. (2006) · Minerals Engineering · doi:10.1016/j.mineng.2006.03.018 · Cited by 5 · see citing works
Self-citationReuter, M. A., & van Schaik, A. (2008) · Elsevier eBooks · doi:10.1016/b978-008045405-4.00739-4 · Cited by 4 · see citing works
Self-citationGutzmer, J., Klossek, A., & Schulz, T. (2015) · Akademie für Geowissenschaften und Geotechnologien Veröffentlichungen · doi:10.1127/agg/31/2015/59 · Cited by 2 · see citing works
Rieke, R. D. (2016) · doi:10.1002/9781118929124.ch3 · Cited by 1 · see citing works
(2016) · Filtration Industry Analyst · doi:10.1016/s1365-6937(16)30085-5 · Cited by 1 · see citing works
Flagged first, then by citations
Research works printed but not linked: 40
- European Copper Institute: DG GROWTH Conference on Ex- changes of Good Practices on Metal By-Products Recovery. http://copperalliance.eu and https://www.youtube.com/watch? v=0WE72HB7asY, 2015. Accessed 13 May 2016.
- M.A. Reuter and A. van Schaik: MRS Bull., 2012, vol. 37 (4), pp. 339-47.
- M.A. Reuter and A. van Schaik: in Encyclopedia of Ecology, 1st ed., S.E. Jorgensen and B.D. Faith, eds., Elsevier B.V., Oxford, 2008, pp. 2247-60.
- E. Worrel and M.A. Reuter: Handbook of Recycling, 1st ed., Elsevier B.V, Amsterdam, 2014.
- A. Van Schaik and M.A. Reuter: in Handbook of Recycling, E. Worrel and M.A. Reuter, eds., Elsevier, Amsterdam, 2014, pp. 307-78.
- M.A. Reuter: Miner. Eng., 1998, vol. 11 (10), pp. 891-917.
- M.A. Reuter, A. van Schaik, and J. Gediga: Int. J. Life Cycle Assess., 2015, vol. 20 (5), pp. 671-93.
- A. van Schaik and M.A. Reuter: Miner. Eng., 2007, vol. 20, pp. 875-90.
- M.A. Reuter and J.S.J. van Deventer: Int. J. Miner. Process., 1990, vol. 28, pp. 15-43.
- A. van Schaik and M.A. Reuter: Miner. Eng., 2010, vol. 23, pp. 192-210.
- Y. Jin: Swarm Evol. Comput., 2011, vol. 1, pp. 61-70.
- R.P. King: Modelling and Simulation of Mineral Processing Sys- tems, 1st ed., Butterworth-Heinemann, Oxford http://www.miner altech.com/MODSIM/, 2001. Accessed 13 May 2016.
- M.A. Reuter, A. van Schaik, O. Ignatenko, and G.J. de Haan: Miner. Eng., 2006, vol. 19 (5), pp. 433-49.
- M.A. Reuter and I. Kojo: World Metall. Erzmet., 2014, vol. 67 (1), pp. 46-53.
- M.A. Reuter, R. Matusewicz, and A. van Schaik: World Metall. Erzmet., 2015, vol. 68 (3), pp. 132-46.
- M.A. Reuter and Y. Yang: in Smithells Metals Reference Book, 8th ed., Butterworth-Heinemann, Elsevier B.V., Amsterdam, 2004, pp. 40-16-40-29.
- E. Verhoef, G. Dijkema, and M.A. Reuter: J. Ind. Ecol., 2004, vol. 8 (1-2), pp. 23-43.
- S. Sudho¨lter, M.A. Reuter, and J. Kru¨ger: Metall. Mater. Trans. B, 1996, vol. 27B, pp. 1031-44.
- A. van Schaik and M.A. Reuter: Resour. Conserv. Recycl., 2004, vol. 40 (4), pp. 301-28.
- B. Castro, H. Remmerswal, H. Brezet, A. van Schaik, and M.A. Reuter: Int. J. Miner. Process., 2005, vol. 75 (3-4), pp. 255-81.
- S. Creedy, A. Glinin, R. Matusewicz, S. Hughes, and M.A. Reuter: World Metall. Erzmet., 2013, vol. 66 (4), pp. 230-35.
- D. Moolman, M.A. Reuter, and A. van Schaik: World Metall. Erzmet., 2005, vol. 58 (3), pp. 113-24.
- M.A. Reuter, T.J. van der Walt, and J.S.J. van Deventer: Metall. Mater. Trans. B, 1992, vol. 23B, pp. 641-50.
- M.A. Reuter: Erzmetallurgy, 1993, vol. 46 (6), pp. 369-76.
- C. Aldrich, J.S.J. Van Deventer, and M.A. Reuter: Miner. Eng., 1994, vol. 7, pp. 793-809.
- M.A. Reuter, C. Pretorius, C. West, P. Dixon, and M. Oosthuizen: J. Met., 1996, vol. 48 (12), pp. 51-53.
- G.R.F. Alvear Flores, S. Nikolic, and P.J. Mackey: J. Met., 2014, vol. 66 (5), pp. 823-32.
- G.A. Georgalli, J.J. Eksteen, and M.A. Reuter: Miner. Eng., 2002, vol. 15 (11), pp. 909-17.
- J. Eksteen and M.A. Reuter: Miner. Eng., 2006, vol. 19 (11), pp. 1174-84.
- B. Zhou, Y. Yang, M.A. Reuter, and U.M.J. Boin: Miner. Eng., 2006, vol. 19 (3), pp. 299-308.
- M.A. Reuter and J.S.J. van Deventer: Chem. Eng. Sci., 1993, vol. 48 (7), pp. 1281-97.
- H.P. Zhu, Z.Y. Zhou, R.Y. Yang, and A.B. Yu: Chem. Eng. Sci., 2002, vol. 62 (13), pp. 3378-96.
- N. Huda, J. Naser, G. Brooks, M.A. Reuter, and R.W. Matusewicz: Metall. Mater. Trans. B, 2012, vol. 43 (1), pp. 39- 55.
- N. Huda, J. Naser, G. Brooks, M.A. Reuter, and R.W. Matusewicz: Metall. Mater. Trans. B, 2012, vol. 43, pp. 1054- 68.
- E. Scheepers, Y. Yang, A.T. Adema, R. Boom, and M.A. Reuter: Metall. Mater. Trans. B, 2010, vol. 41B, pp. 990-1005.
- W.M. Husslage, M.A. Reuter, R.H. Heerema, T. Bakker, and A.G.S. Steeghs: Metall. Mater. Trans. B, 2005, vol. 36 (6), pp. 765-76.
- R.G. Fandrich, Y. Gu, D. Burrows, and K. Moeller: Int. J. Miner. Process., 2007, vol. 84 (1-4), pp. 310-20.
- S.H. Amini, J.A.M. Remmerswaal, M.B. Castro, and M.A. Reuter: J. Cleaner Prod., 2007, vol. 15 (10), pp. 907-13.
- X. Chi, M. Streicher-Porte, M.Y.L. Wang, and M.A. Reuter: Waste Manag., 2011, vol. 31 (4), pp. 731-42.
- M.A. Reuter, J.J. Eksteen, and A. van Schaik: Yazawa Int. Symp. on Metallurgical and Materials Processing: Principles and Technologies, Mar. 3-6, 2003, vol. 1, San Diego, CA, 2003, pp. 1005-18.
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- Authors
- Reuter, M. A.
- Affiliations
- Helmholtz Institute Freiberg for Resource Technology (DE)
- Corresponding author
- Reuter, Markus A.
- ORCID
- Reuter, Markus A.
- Venue
- Metallurgical and Materials Transactions B
- Published
- 2016-09-13
- Volume
- 47
- Issue
- 6
- Pages
- 3194-3220
- ISSN
- 1073-5615 (ISSN-L)
- 1543-1916
- OpenAlex
- W2520668169
- Cited by
- 130
- References
- 34
- Citations by year
- 2026: 7 · 2025: 13 · 2024: 13 · 2023: 17 · 2022: 16 · 2021: 22 · 2020: 18 · 2019: 11 · 2018: 8 · 2017: 4
- FWCI
- 6.82
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Metallurgical and Materials Transactions B (publishedVersion)
- Funders
- Mintek
- Technische Universiteit Delft
- RWTH Aachen University
- Korea Agency for Infrastructure Technology Advancement
- Topics
- Physical Sciences › Engineering › Mechanical Engineering › Extraction and Separation Processes
- Physical Sciences › Engineering › Mechanical Engineering › Metallurgical Processes and Thermodynamics
- Physical Sciences › Engineering › Industrial and Manufacturing Engineering › Sustainable Industrial Ecology
- Keywords
- circular economy, resource efficiency, metal recycling, metallurgical processes, reactor design optimization, big data analytics, computer-aided engineering, mineral processing, secondary raw materials, techno-economic analysis, real-time process control, feedback control loop
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