[{"publication":"Energy Conversion and Management: X","type":"journal_article","department":[{"_id":"644"}],"date_created":"2026-05-20T13:18:46Z","publication_status":"published","date_updated":"2026-05-20T13:33:48Z","intvolume":"        31","title":"Cost-effective and low-carbon cooling strategies for data centers integrated into wind turbine towers","year":"2026","publication_identifier":{"issn":["2590-1745"]},"author":[{"first_name":"Mehdi","last_name":"Ahmadi","full_name":"Ahmadi, Mehdi","id":"98967"},{"last_name":"Schlosser","first_name":"Florian","full_name":"Schlosser, Florian","id":"88614"},{"first_name":"Denis","last_name":"Divkovic","full_name":"Divkovic, Denis","id":"89059"},{"last_name":"Meschede","first_name":"Henning","full_name":"Meschede, Henning"}],"doi":"10.1016/j.ecmx.2026.101930","article_number":"101930","language":[{"iso":"eng"}],"project":[{"name":"ESN4NW: Energieoptimierte Supercomputer-Netzwerke durch die Nutzung von Windenergie","_id":"449"}],"citation":{"mla":"Ahmadi, Mehdi, et al. “Cost-Effective and Low-Carbon Cooling Strategies for Data Centers Integrated into Wind Turbine Towers.” <i>Energy Conversion and Management: X</i>, vol. 31, 101930, Elsevier BV, 2026, doi:<a href=\"https://doi.org/10.1016/j.ecmx.2026.101930\">10.1016/j.ecmx.2026.101930</a>.","ama":"Ahmadi M, Schlosser F, Divkovic D, Meschede H. Cost-effective and low-carbon cooling strategies for data centers integrated into wind turbine towers. <i>Energy Conversion and Management: X</i>. 2026;31. doi:<a href=\"https://doi.org/10.1016/j.ecmx.2026.101930\">10.1016/j.ecmx.2026.101930</a>","bibtex":"@article{Ahmadi_Schlosser_Divkovic_Meschede_2026, title={Cost-effective and low-carbon cooling strategies for data centers integrated into wind turbine towers}, volume={31}, DOI={<a href=\"https://doi.org/10.1016/j.ecmx.2026.101930\">10.1016/j.ecmx.2026.101930</a>}, number={101930}, journal={Energy Conversion and Management: X}, publisher={Elsevier BV}, author={Ahmadi, Mehdi and Schlosser, Florian and Divkovic, Denis and Meschede, Henning}, year={2026} }","apa":"Ahmadi, M., Schlosser, F., Divkovic, D., &#38; Meschede, H. (2026). Cost-effective and low-carbon cooling strategies for data centers integrated into wind turbine towers. <i>Energy Conversion and Management: X</i>, <i>31</i>, Article 101930. <a href=\"https://doi.org/10.1016/j.ecmx.2026.101930\">https://doi.org/10.1016/j.ecmx.2026.101930</a>","ieee":"M. Ahmadi, F. Schlosser, D. Divkovic, and H. Meschede, “Cost-effective and low-carbon cooling strategies for data centers integrated into wind turbine towers,” <i>Energy Conversion and Management: X</i>, vol. 31, Art. no. 101930, 2026, doi: <a href=\"https://doi.org/10.1016/j.ecmx.2026.101930\">10.1016/j.ecmx.2026.101930</a>.","chicago":"Ahmadi, Mehdi, Florian Schlosser, Denis Divkovic, and Henning Meschede. “Cost-Effective and Low-Carbon Cooling Strategies for Data Centers Integrated into Wind Turbine Towers.” <i>Energy Conversion and Management: X</i> 31 (2026). <a href=\"https://doi.org/10.1016/j.ecmx.2026.101930\">https://doi.org/10.1016/j.ecmx.2026.101930</a>.","short":"M. Ahmadi, F. Schlosser, D. Divkovic, H. Meschede, Energy Conversion and Management: X 31 (2026)."},"status":"public","user_id":"98967","volume":31,"_id":"65665","publisher":"Elsevier BV"},{"year":"2026","title":"Flexible operation strategies for heat pumps in district heating systems using dynamic electricity prices","publication_identifier":{"issn":["0196-8904"]},"author":[{"id":"56955","full_name":"Rahlf, Henning Christoph","last_name":"Rahlf","orcid":"0009-0006-8106-2132","first_name":"Henning Christoph"},{"full_name":"Divkovic, Denis","last_name":"Divkovic","first_name":"Denis","id":"89059"},{"full_name":"Knorr, Lukas","orcid":"0009-0005-4727-7511","first_name":"Lukas","last_name":"Knorr","id":"90391"},{"id":"88614","full_name":"Schlosser, Florian","last_name":"Schlosser","first_name":"Florian"},{"id":"86954","first_name":"Henning","last_name":"Meschede","orcid":"0000-0002-1538-089X","full_name":"Meschede, Henning"}],"date_updated":"2026-06-03T06:44:31Z","publication_status":"published","intvolume":"       364","article_type":"original","main_file_link":[{"url":"https://www.sciencedirect.com/science/article/pii/S0196890426006837","open_access":"1"}],"article_number":"121714","language":[{"iso":"eng"}],"doi":"10.1016/j.enconman.2026.121714","publication":"Energy Conversion and Management","abstract":[{"text":"Electrifying the heating sector is essential for achieving global climate targets like the Paris Agreement’s 1.5 °C goal. In Germany, where 80  % of household energy goes to space heating and hot water, shifting to low-carbon solutions is crucial. Fossil-fuelled district heating networks can incorporate renewable energy via heat pumps, improving efficiency. Although heat pump design typically favours minimal temperature lifts, higher lifts can be economically viable with low electricity prices and abundant renewables. Adding thermal energy storage boosts operational flexibility. This study explores a flexible heat pump operation incorporating part load behaviour with a thermal energy storage in a German city’s district heating system to minimise costs and carbon dioxide emissions. Using a mixed-integer linear programming model, it examines the impact of temperature adjustments and storage on system efficiency. The results show that the integration of a heat pump in a district heating system reduces operating costs. Compared to a supply without a heat pump, with levelised cost of heating of 9.98 cent/kWhth and a fixed operating mode with costs between 9.96 cent/kWhth and 11.49 cent/kWhth, the flexible use results in lowest costs of 9.85 cent/kWhth, while also reducing overall CO2 emissions. Using a full factorial sensitivity analysis, the levelised cost of heating ranged between 9.15 cent/kWhth in the best case and 10.37 cent/kWhth in the worst case for the selected configuration.","lang":"eng"}],"date_created":"2026-06-03T06:34:27Z","keyword":["Heat transition","Optimisation","Temperature flexibility","Decarbonisation","Multi energy"],"type":"journal_article","department":[{"_id":"644"},{"_id":"534"}],"status":"public","publisher":"Elsevier BV","_id":"65757","user_id":"56955","volume":364,"citation":{"mla":"Rahlf, Henning Christoph, et al. “Flexible Operation Strategies for Heat Pumps in District Heating Systems Using Dynamic Electricity Prices.” <i>Energy Conversion and Management</i>, vol. 364, 121714, Elsevier BV, 2026, doi:<a href=\"https://doi.org/10.1016/j.enconman.2026.121714\">10.1016/j.enconman.2026.121714</a>.","bibtex":"@article{Rahlf_Divkovic_Knorr_Schlosser_Meschede_2026, title={Flexible operation strategies for heat pumps in district heating systems using dynamic electricity prices}, volume={364}, DOI={<a href=\"https://doi.org/10.1016/j.enconman.2026.121714\">10.1016/j.enconman.2026.121714</a>}, number={121714}, journal={Energy Conversion and Management}, publisher={Elsevier BV}, author={Rahlf, Henning Christoph and Divkovic, Denis and Knorr, Lukas and Schlosser, Florian and Meschede, Henning}, year={2026} }","ama":"Rahlf HC, Divkovic D, Knorr L, Schlosser F, Meschede H. Flexible operation strategies for heat pumps in district heating systems using dynamic electricity prices. <i>Energy Conversion and Management</i>. 2026;364. doi:<a href=\"https://doi.org/10.1016/j.enconman.2026.121714\">10.1016/j.enconman.2026.121714</a>","ieee":"H. C. Rahlf, D. Divkovic, L. Knorr, F. Schlosser, and H. Meschede, “Flexible operation strategies for heat pumps in district heating systems using dynamic electricity prices,” <i>Energy Conversion and Management</i>, vol. 364, Art. no. 121714, 2026, doi: <a href=\"https://doi.org/10.1016/j.enconman.2026.121714\">10.1016/j.enconman.2026.121714</a>.","apa":"Rahlf, H. C., Divkovic, D., Knorr, L., Schlosser, F., &#38; Meschede, H. (2026). Flexible operation strategies for heat pumps in district heating systems using dynamic electricity prices. <i>Energy Conversion and Management</i>, <i>364</i>, Article 121714. <a href=\"https://doi.org/10.1016/j.enconman.2026.121714\">https://doi.org/10.1016/j.enconman.2026.121714</a>","short":"H.C. Rahlf, D. Divkovic, L. Knorr, F. Schlosser, H. Meschede, Energy Conversion and Management 364 (2026).","chicago":"Rahlf, Henning Christoph, Denis Divkovic, Lukas Knorr, Florian Schlosser, and Henning Meschede. “Flexible Operation Strategies for Heat Pumps in District Heating Systems Using Dynamic Electricity Prices.” <i>Energy Conversion and Management</i> 364 (2026). <a href=\"https://doi.org/10.1016/j.enconman.2026.121714\">https://doi.org/10.1016/j.enconman.2026.121714</a>."},"project":[{"name":"FlexLabQuartier","_id":"1495"}],"oa":"1"},{"intvolume":"       216","publication_status":"published","date_updated":"2025-04-11T23:29:57Z","author":[{"full_name":"Knorr, Lukas","first_name":"Lukas","last_name":"Knorr","id":"90391"},{"first_name":"N.","last_name":"Buchenau","full_name":"Buchenau, N."},{"full_name":"Schlosser, Florian","first_name":"Florian","last_name":"Schlosser","id":"88614"},{"id":"89059","first_name":"Denis","last_name":"Divkovic","full_name":"Divkovic, Denis"},{"first_name":"M.G.","last_name":"Prina","full_name":"Prina, M.G."},{"id":"86954","orcid":"0000-0002-1538-089X","first_name":"Henning","last_name":"Meschede","full_name":"Meschede, Henning"}],"publication_identifier":{"issn":["1364-0321"]},"status":"public","title":"Electrification and flexibility of process heat in energy system modelling: A review","year":"2025","volume":216,"user_id":"90391","doi":"10.1016/j.rser.2025.115698","_id":"59532","publisher":"Elsevier BV","language":[{"iso":"eng"}],"article_number":"115698","citation":{"mla":"Knorr, Lukas, et al. “Electrification and Flexibility of Process Heat in Energy System Modelling: A Review.” <i>Renewable and Sustainable Energy Reviews</i>, vol. 216, 115698, Elsevier BV, 2025, doi:<a href=\"https://doi.org/10.1016/j.rser.2025.115698\">10.1016/j.rser.2025.115698</a>.","ama":"Knorr L, Buchenau N, Schlosser F, Divkovic D, Prina MG, Meschede H. Electrification and flexibility of process heat in energy system modelling: A review. <i>Renewable and Sustainable Energy Reviews</i>. 2025;216. doi:<a href=\"https://doi.org/10.1016/j.rser.2025.115698\">10.1016/j.rser.2025.115698</a>","bibtex":"@article{Knorr_Buchenau_Schlosser_Divkovic_Prina_Meschede_2025, title={Electrification and flexibility of process heat in energy system modelling: A review}, volume={216}, DOI={<a href=\"https://doi.org/10.1016/j.rser.2025.115698\">10.1016/j.rser.2025.115698</a>}, number={115698}, journal={Renewable and Sustainable Energy Reviews}, publisher={Elsevier BV}, author={Knorr, Lukas and Buchenau, N. and Schlosser, Florian and Divkovic, Denis and Prina, M.G. and Meschede, Henning}, year={2025} }","apa":"Knorr, L., Buchenau, N., Schlosser, F., Divkovic, D., Prina, M. G., &#38; Meschede, H. (2025). Electrification and flexibility of process heat in energy system modelling: A review. <i>Renewable and Sustainable Energy Reviews</i>, <i>216</i>, Article 115698. <a href=\"https://doi.org/10.1016/j.rser.2025.115698\">https://doi.org/10.1016/j.rser.2025.115698</a>","ieee":"L. Knorr, N. Buchenau, F. Schlosser, D. Divkovic, M. G. Prina, and H. Meschede, “Electrification and flexibility of process heat in energy system modelling: A review,” <i>Renewable and Sustainable Energy Reviews</i>, vol. 216, Art. no. 115698, 2025, doi: <a href=\"https://doi.org/10.1016/j.rser.2025.115698\">10.1016/j.rser.2025.115698</a>.","short":"L. Knorr, N. Buchenau, F. Schlosser, D. Divkovic, M.G. Prina, H. Meschede, Renewable and Sustainable Energy Reviews 216 (2025).","chicago":"Knorr, Lukas, N. Buchenau, Florian Schlosser, Denis Divkovic, M.G. Prina, and Henning Meschede. “Electrification and Flexibility of Process Heat in Energy System Modelling: A Review.” <i>Renewable and Sustainable Energy Reviews</i> 216 (2025). <a href=\"https://doi.org/10.1016/j.rser.2025.115698\">https://doi.org/10.1016/j.rser.2025.115698</a>."},"publication":"Renewable and Sustainable Energy Reviews","department":[{"_id":"644"}],"type":"journal_article","date_created":"2025-04-11T23:29:30Z"},{"citation":{"mla":"Naumann, Marius, et al. “Energy Efficiency Improvement for Decarbonization in Manufacturing Industry: A Review.” <i>Energy Conversion and Management</i>, vol. 338, 119763, Elsevier BV, 2025, doi:<a href=\"https://doi.org/10.1016/j.enconman.2025.119763\">10.1016/j.enconman.2025.119763</a>.","bibtex":"@article{Naumann_Ostermann_Buchenau_Oetzel_Schlosser_Meschede_Tröster_2025, title={Energy efficiency improvement for decarbonization in manufacturing industry: A review}, volume={338}, DOI={<a href=\"https://doi.org/10.1016/j.enconman.2025.119763\">10.1016/j.enconman.2025.119763</a>}, number={119763}, journal={Energy Conversion and Management}, publisher={Elsevier BV}, author={Naumann, Marius and Ostermann, Moritz and Buchenau, Nadja and Oetzel, Jannik and Schlosser, Florian and Meschede, Henning and Tröster, Thomas}, year={2025} }","ama":"Naumann M, Ostermann M, Buchenau N, et al. Energy efficiency improvement for decarbonization in manufacturing industry: A review. <i>Energy Conversion and Management</i>. 2025;338. doi:<a href=\"https://doi.org/10.1016/j.enconman.2025.119763\">10.1016/j.enconman.2025.119763</a>","ieee":"M. Naumann <i>et al.</i>, “Energy efficiency improvement for decarbonization in manufacturing industry: A review,” <i>Energy Conversion and Management</i>, vol. 338, Art. no. 119763, 2025, doi: <a href=\"https://doi.org/10.1016/j.enconman.2025.119763\">10.1016/j.enconman.2025.119763</a>.","apa":"Naumann, M., Ostermann, M., Buchenau, N., Oetzel, J., Schlosser, F., Meschede, H., &#38; Tröster, T. (2025). Energy efficiency improvement for decarbonization in manufacturing industry: A review. <i>Energy Conversion and Management</i>, <i>338</i>, Article 119763. <a href=\"https://doi.org/10.1016/j.enconman.2025.119763\">https://doi.org/10.1016/j.enconman.2025.119763</a>","short":"M. Naumann, M. Ostermann, N. Buchenau, J. Oetzel, F. Schlosser, H. Meschede, T. Tröster, Energy Conversion and Management 338 (2025).","chicago":"Naumann, Marius, Moritz Ostermann, Nadja Buchenau, Jannik Oetzel, Florian Schlosser, Henning Meschede, and Thomas Tröster. “Energy Efficiency Improvement for Decarbonization in Manufacturing Industry: A Review.” <i>Energy Conversion and Management</i> 338 (2025). <a href=\"https://doi.org/10.1016/j.enconman.2025.119763\">https://doi.org/10.1016/j.enconman.2025.119763</a>."},"publication":"Energy Conversion and Management","department":[{"_id":"644"},{"_id":"9"},{"_id":"149"},{"_id":"321"}],"type":"journal_article","date_created":"2025-05-31T15:23:52Z","intvolume":"       338","date_updated":"2025-06-06T07:49:35Z","publication_status":"published","author":[{"full_name":"Naumann, Marius","first_name":"Marius","last_name":"Naumann","id":"94950"},{"orcid":"https://orcid.org/0000-0003-1146-0443","first_name":"Moritz","last_name":"Ostermann","full_name":"Ostermann, Moritz","id":"44763"},{"last_name":"Buchenau","first_name":"Nadja","full_name":"Buchenau, Nadja"},{"first_name":"Jannik","last_name":"Oetzel","full_name":"Oetzel, Jannik"},{"full_name":"Schlosser, Florian","last_name":"Schlosser","first_name":"Florian","id":"88614"},{"full_name":"Meschede, Henning","last_name":"Meschede","orcid":"0000-0002-1538-089X","first_name":"Henning","id":"86954"},{"last_name":"Tröster","first_name":"Thomas","full_name":"Tröster, Thomas","id":"553"}],"publication_identifier":{"issn":["0196-8904"]},"year":"2025","status":"public","title":"Energy efficiency improvement for decarbonization in manufacturing industry: A review","volume":338,"doi":"10.1016/j.enconman.2025.119763","user_id":"15952","_id":"60081","publisher":"Elsevier BV","language":[{"iso":"eng"}],"article_number":"119763"},{"citation":{"bibtex":"@article{Naumann_Henne_Ostermann_Schlosser_Meschede_2025, title={Modular Energy Demand Modeling of Manufacturing Processes for Energy  Efficiency Improvement}, volume={135}, DOI={<a href=\"https://doi.org/doi.org/10.1016/j.procir.2025.08.001\">doi.org/10.1016/j.procir.2025.08.001</a>}, journal={Procedia CIRP}, publisher={Elsevier}, author={Naumann, Marius and Henne, Kevin and Ostermann, Moritz and Schlosser, Florian and Meschede, Henning}, year={2025}, pages={1351–1358} }","ama":"Naumann M, Henne K, Ostermann M, Schlosser F, Meschede H. Modular Energy Demand Modeling of Manufacturing Processes for Energy  Efficiency Improvement. <i>Procedia CIRP</i>. 2025;135:1351-1358. doi:<a href=\"https://doi.org/doi.org/10.1016/j.procir.2025.08.001\">doi.org/10.1016/j.procir.2025.08.001</a>","mla":"Naumann, Marius, et al. “Modular Energy Demand Modeling of Manufacturing Processes for Energy  Efficiency Improvement.” <i>Procedia CIRP</i>, vol. 135, Elsevier, 2025, pp. 1351–58, doi:<a href=\"https://doi.org/doi.org/10.1016/j.procir.2025.08.001\">doi.org/10.1016/j.procir.2025.08.001</a>.","chicago":"Naumann, Marius, Kevin Henne, Moritz Ostermann, Florian Schlosser, and Henning Meschede. “Modular Energy Demand Modeling of Manufacturing Processes for Energy  Efficiency Improvement.” <i>Procedia CIRP</i> 135 (2025): 1351–58. <a href=\"https://doi.org/doi.org/10.1016/j.procir.2025.08.001\">https://doi.org/doi.org/10.1016/j.procir.2025.08.001</a>.","short":"M. Naumann, K. Henne, M. Ostermann, F. Schlosser, H. Meschede, Procedia CIRP 135 (2025) 1351–1358.","ieee":"M. Naumann, K. Henne, M. Ostermann, F. Schlosser, and H. Meschede, “Modular Energy Demand Modeling of Manufacturing Processes for Energy  Efficiency Improvement,” <i>Procedia CIRP</i>, vol. 135, pp. 1351–1358, 2025, doi: <a href=\"https://doi.org/doi.org/10.1016/j.procir.2025.08.001\">doi.org/10.1016/j.procir.2025.08.001</a>.","apa":"Naumann, M., Henne, K., Ostermann, M., Schlosser, F., &#38; Meschede, H. (2025). Modular Energy Demand Modeling of Manufacturing Processes for Energy  Efficiency Improvement. <i>Procedia CIRP</i>, <i>135</i>, 1351–1358. <a href=\"https://doi.org/doi.org/10.1016/j.procir.2025.08.001\">https://doi.org/doi.org/10.1016/j.procir.2025.08.001</a>"},"file_date_updated":"2025-11-03T09:49:33Z","oa":"1","has_accepted_license":"1","conference":{"name":"32nd CIRP Conference on Life Cycle Engineering (LCE2025)","location":"Manchester"},"status":"public","volume":135,"ddc":["050"],"user_id":"94950","publisher":"Elsevier","_id":"62045","page":"1351-1358","publication":"Procedia CIRP","department":[{"_id":"644"}],"type":"journal_article","date_created":"2025-11-03T09:49:38Z","file":[{"file_name":"1-s2.0-S2212827125007541-main.pdf","file_size":954515,"access_level":"open_access","relation":"main_file","date_updated":"2025-11-03T09:49:33Z","file_id":"62046","content_type":"application/pdf","creator":"mariusn","date_created":"2025-11-03T09:49:33Z"}],"intvolume":"       135","date_updated":"2025-11-03T09:56:18Z","author":[{"id":"94950","last_name":"Naumann","first_name":"Marius","full_name":"Naumann, Marius"},{"id":"56918","first_name":"Kevin","last_name":"Henne","full_name":"Henne, Kevin"},{"first_name":"Moritz","last_name":"Ostermann","orcid":"https://orcid.org/0000-0003-1146-0443","full_name":"Ostermann, Moritz","id":"44763"},{"first_name":"Florian","last_name":"Schlosser","full_name":"Schlosser, Florian","id":"88614"},{"id":"86954","first_name":"Henning","last_name":"Meschede","orcid":"0000-0002-1538-089X","full_name":"Meschede, Henning"}],"year":"2025","title":"Modular Energy Demand Modeling of Manufacturing Processes for Energy  Efficiency Improvement","doi":"doi.org/10.1016/j.procir.2025.08.001","language":[{"iso":"eng"}]},{"citation":{"short":"D.R. Zapata Gonzalez, K. Brennig, K. Benkert, F. Schlosser, O. Müller, in: ACM SIGEnergy Energy Informatics Review, Association for Computing Machinery (ACM), 2025, pp. 19–31.","chicago":"Zapata Gonzalez, David Ricardo, Katharina Brennig, Kay Benkert, Florian Schlosser, and Oliver Müller. “Process Mining for Robust Heat Integration through Process- and Product-Centric Energy Demand Modeling.” In <i>ACM SIGEnergy Energy Informatics Review</i>, 5:19–31. Association for Computing Machinery (ACM), 2025. <a href=\"https://doi.org/10.1145/3777518.3777520\">https://doi.org/10.1145/3777518.3777520</a>.","apa":"Zapata Gonzalez, D. R., Brennig, K., Benkert, K., Schlosser, F., &#38; Müller, O. (2025). Process Mining for Robust Heat Integration through Process- and Product-Centric Energy Demand Modeling. <i>ACM SIGEnergy Energy Informatics Review</i>, <i>5</i>(3), 19–31. <a href=\"https://doi.org/10.1145/3777518.3777520\">https://doi.org/10.1145/3777518.3777520</a>","ieee":"D. R. Zapata Gonzalez, K. Brennig, K. Benkert, F. Schlosser, and O. Müller, “Process Mining for Robust Heat Integration through Process- and Product-Centric Energy Demand Modeling,” in <i>ACM SIGEnergy Energy Informatics Review</i>, 2025, vol. 5, no. 3, pp. 19–31, doi: <a href=\"https://doi.org/10.1145/3777518.3777520\">10.1145/3777518.3777520</a>.","ama":"Zapata Gonzalez DR, Brennig K, Benkert K, Schlosser F, Müller O. Process Mining for Robust Heat Integration through Process- and Product-Centric Energy Demand Modeling. In: <i>ACM SIGEnergy Energy Informatics Review</i>. Vol 5. Association for Computing Machinery (ACM); 2025:19-31. doi:<a href=\"https://doi.org/10.1145/3777518.3777520\">10.1145/3777518.3777520</a>","bibtex":"@inproceedings{Zapata Gonzalez_Brennig_Benkert_Schlosser_Müller_2025, title={Process Mining for Robust Heat Integration through Process- and Product-Centric Energy Demand Modeling}, volume={5}, DOI={<a href=\"https://doi.org/10.1145/3777518.3777520\">10.1145/3777518.3777520</a>}, number={3}, booktitle={ACM SIGEnergy Energy Informatics Review}, publisher={Association for Computing Machinery (ACM)}, author={Zapata Gonzalez, David Ricardo and Brennig, Katharina and Benkert, Kay and Schlosser, Florian and Müller, Oliver}, year={2025}, pages={19–31} }","mla":"Zapata Gonzalez, David Ricardo, et al. “Process Mining for Robust Heat Integration through Process- and Product-Centric Energy Demand Modeling.” <i>ACM SIGEnergy Energy Informatics Review</i>, vol. 5, no. 3, Association for Computing Machinery (ACM), 2025, pp. 19–31, doi:<a href=\"https://doi.org/10.1145/3777518.3777520\">10.1145/3777518.3777520</a>."},"oa":"1","status":"public","volume":5,"user_id":"105506","_id":"63397","publisher":"Association for Computing Machinery (ACM)","page":"19-31","abstract":[{"text":"Decarbonizing industrial process heat is a crucial step in mitigating climate change. While Process Mining (PM) has gained traction in sustainability research—such as optimizing production scheduling to reduce energy use or accounting for carbon footprints—it has largely overlooked the challenges and opportunities related to thermal energy, accounting for 66% of total energy demand in industrial processes. At the same time, Heat Integration (HI) is an established engineering discipline focused on maximizing the efficiency of thermal energy systems. However, HI traditionally relies on static or incomplete data about energy demands, limiting its effectiveness and accuracy. In this paper, we propose a novel framework that combines PM and HI to enable data-driven, process- and product-centric modeling of industrial energy demands. By integrating event logs and thermal energy data, our approach allows for a fine-grained analysis of heat demand patterns corresponding to specific process activities and product variants. We demonstrate the applicability and advantages of the framework by simulating a pharmaceutical manufacturing process and evaluating energy demands and heat recovery potentials. Our findings show that our PM-enabled HI framework provides more accurate and actionable insights into the temporal and product-specific variation of thermal energy demands. By capturing the causal relationships between process activities, product characteristics, and energy consumption, our approach enables improved analysis, planning, and optimization for heat recovery and process decarbonization. This integration of PM and HI expands the analytical tools for both disciplines and contributes to advancing the sustainable transformation of industrial processes.","lang":"eng"}],"publication":"ACM SIGEnergy Energy Informatics Review","issue":"3","type":"conference","date_created":"2025-12-22T13:13:37Z","intvolume":"         5","publication_status":"published","date_updated":"2025-12-22T13:15:08Z","author":[{"full_name":"Zapata Gonzalez, David Ricardo","last_name":"Zapata Gonzalez","first_name":"David Ricardo","id":"105506"},{"id":"51905","first_name":"Katharina","last_name":"Brennig","full_name":"Brennig, Katharina"},{"first_name":"Kay","last_name":"Benkert","full_name":"Benkert, Kay"},{"id":"88614","full_name":"Schlosser, Florian","last_name":"Schlosser","first_name":"Florian"},{"id":"72849","last_name":"Müller","first_name":"Oliver","full_name":"Müller, Oliver"}],"publication_identifier":{"issn":["2770-5331","2770-5331"]},"year":"2025","title":"Process Mining for Robust Heat Integration through Process- and Product-Centric Energy Demand Modeling","doi":"10.1145/3777518.3777520","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://dl.acm.org/doi/abs/10.1145/3777518.3777520"}]},{"year":"2025","status":"public","title":"Graph Neural Network Surrogates for Uncertainty Quantification in Multi-Node Energy System modeling","author":[{"last_name":"Prina","first_name":"Matteo Giacomo","full_name":"Prina, Matteo Giacomo"},{"id":"90391","full_name":"Knorr, Lukas","last_name":"Knorr","orcid":"0009-0005-4727-7511","first_name":"Lukas"},{"id":"88614","full_name":"Schlosser, Florian","last_name":"Schlosser","first_name":"Florian"},{"id":"86954","first_name":"Henning","orcid":"0000-0002-1538-089X","last_name":"Meschede","full_name":"Meschede, Henning"},{"last_name":"Misconel Schreiber","first_name":"Steffi","full_name":"Misconel Schreiber, Steffi"},{"full_name":"Manepace, Andrea","last_name":"Manepace","first_name":"Andrea"},{"full_name":"Sparber, Wolfram","first_name":"Wolfram","last_name":"Sparber"}],"conference":{"end_date":"2025-10-10","location":"Dubrovnik","name":"20th Conference on Sustainable Development of Energy, Water and Environment Systems","start_date":"2025-10-05"},"date_updated":"2026-05-20T14:33:53Z","language":[{"iso":"eng"}],"_id":"65663","publisher":"SDEWES","user_id":"90391","citation":{"apa":"Prina, M. G., Knorr, L., Schlosser, F., Meschede, H., Misconel Schreiber, S., Manepace, A., &#38; Sparber, W. (2025). <i>Graph Neural Network Surrogates for Uncertainty Quantification in Multi-Node Energy System modeling</i>. 20th Conference on Sustainable Development of Energy, Water and Environment Systems, Dubrovnik.","ieee":"M. G. Prina <i>et al.</i>, “Graph Neural Network Surrogates for Uncertainty Quantification in Multi-Node Energy System modeling,” presented at the 20th Conference on Sustainable Development of Energy, Water and Environment Systems, Dubrovnik, 2025.","chicago":"Prina, Matteo Giacomo, Lukas Knorr, Florian Schlosser, Henning Meschede, Steffi Misconel Schreiber, Andrea Manepace, and Wolfram Sparber. “Graph Neural Network Surrogates for Uncertainty Quantification in Multi-Node Energy System Modeling.” SDEWES, 2025.","short":"M.G. Prina, L. Knorr, F. Schlosser, H. Meschede, S. Misconel Schreiber, A. Manepace, W. Sparber, in: SDEWES, 2025.","mla":"Prina, Matteo Giacomo, et al. <i>Graph Neural Network Surrogates for Uncertainty Quantification in Multi-Node Energy System Modeling</i>. SDEWES, 2025.","ama":"Prina MG, Knorr L, Schlosser F, et al. Graph Neural Network Surrogates for Uncertainty Quantification in Multi-Node Energy System modeling. In: SDEWES; 2025.","bibtex":"@inproceedings{Prina_Knorr_Schlosser_Meschede_Misconel Schreiber_Manepace_Sparber_2025, title={Graph Neural Network Surrogates for Uncertainty Quantification in Multi-Node Energy System modeling}, publisher={SDEWES}, author={Prina, Matteo Giacomo and Knorr, Lukas and Schlosser, Florian and Meschede, Henning and Misconel Schreiber, Steffi and Manepace, Andrea and Sparber, Wolfram}, year={2025} }"},"date_created":"2026-05-20T13:16:15Z","type":"conference","department":[{"_id":"644"}]},{"title":"Energy Flexibility and Electrification of Industrial Process Heat: A Review","status":"public","year":"2024","author":[{"id":"90391","full_name":"Knorr, Lukas","last_name":"Knorr","first_name":"Lukas"},{"id":"88614","full_name":"Schlosser, Florian","last_name":"Schlosser","first_name":"Florian"},{"full_name":"Divkovic, Denis","last_name":"Divkovic","first_name":"Denis","id":"89059"},{"full_name":"Buchenau, Nadja","first_name":"Nadja","last_name":"Buchenau"},{"id":"86954","full_name":"Meschede, Henning","orcid":"0000-0002-1538-089X","last_name":"Meschede","first_name":"Henning"}],"date_updated":"2025-04-01T22:51:16Z","publisher":"19th SDEWES Conference","_id":"59234","language":[{"iso":"eng"}],"user_id":"90391","citation":{"mla":"Knorr, Lukas, et al. <i>Energy Flexibility and Electrification of Industrial Process Heat: A Review</i>. 19th SDEWES Conference, 2024.","bibtex":"@book{Knorr_Schlosser_Divkovic_Buchenau_Meschede_2024, place={Rome}, title={Energy Flexibility and Electrification of Industrial Process Heat: A Review}, publisher={19th SDEWES Conference}, author={Knorr, Lukas and Schlosser, Florian and Divkovic, Denis and Buchenau, Nadja and Meschede, Henning}, year={2024} }","ama":"Knorr L, Schlosser F, Divkovic D, Buchenau N, Meschede H. <i>Energy Flexibility and Electrification of Industrial Process Heat: A Review</i>. 19th SDEWES Conference; 2024.","ieee":"L. Knorr, F. Schlosser, D. Divkovic, N. Buchenau, and H. Meschede, <i>Energy Flexibility and Electrification of Industrial Process Heat: A Review</i>. Rome: 19th SDEWES Conference, 2024.","apa":"Knorr, L., Schlosser, F., Divkovic, D., Buchenau, N., &#38; Meschede, H. (2024). <i>Energy Flexibility and Electrification of Industrial Process Heat: A Review</i>. 19th SDEWES Conference.","chicago":"Knorr, Lukas, Florian Schlosser, Denis Divkovic, Nadja Buchenau, and Henning Meschede. <i>Energy Flexibility and Electrification of Industrial Process Heat: A Review</i>. Rome: 19th SDEWES Conference, 2024.","short":"L. Knorr, F. Schlosser, D. Divkovic, N. Buchenau, H. Meschede, Energy Flexibility and Electrification of Industrial Process Heat: A Review, 19th SDEWES Conference, Rome, 2024."},"date_created":"2025-04-01T22:51:09Z","place":"Rome","type":"misc","department":[{"_id":"644"}]},{"title":"Flexible operation and integration of high-temperature heat pumps using large temperature glides","status":"public","year":"2024","author":[{"last_name":"Knorr","first_name":"Lukas","full_name":"Knorr, Lukas","id":"90391"},{"full_name":"Schlosser, Florian","first_name":"Florian","last_name":"Schlosser","id":"88614"},{"full_name":"Horstmann, Nils","first_name":"Nils","last_name":"Horstmann"},{"id":"89059","full_name":"Divkovic, Denis","last_name":"Divkovic","first_name":"Denis"},{"id":"86954","first_name":"Henning","last_name":"Meschede","orcid":"0000-0002-1538-089X","full_name":"Meschede, Henning"}],"publication_identifier":{"issn":["0306-2619"]},"date_updated":"2025-09-03T12:21:47Z","publication_status":"published","intvolume":"       368","article_number":"123417","publisher":"Elsevier BV","_id":"54459","language":[{"iso":"eng"}],"doi":"10.1016/j.apenergy.2024.123417","user_id":"90391","volume":368,"publication":"Applied Energy","citation":{"mla":"Knorr, Lukas, et al. “Flexible Operation and Integration of High-Temperature Heat Pumps Using Large Temperature Glides.” <i>Applied Energy</i>, vol. 368, 123417, Elsevier BV, 2024, doi:<a href=\"https://doi.org/10.1016/j.apenergy.2024.123417\">10.1016/j.apenergy.2024.123417</a>.","bibtex":"@article{Knorr_Schlosser_Horstmann_Divkovic_Meschede_2024, title={Flexible operation and integration of high-temperature heat pumps using large temperature glides}, volume={368}, DOI={<a href=\"https://doi.org/10.1016/j.apenergy.2024.123417\">10.1016/j.apenergy.2024.123417</a>}, number={123417}, journal={Applied Energy}, publisher={Elsevier BV}, author={Knorr, Lukas and Schlosser, Florian and Horstmann, Nils and Divkovic, Denis and Meschede, Henning}, year={2024} }","ama":"Knorr L, Schlosser F, Horstmann N, Divkovic D, Meschede H. Flexible operation and integration of high-temperature heat pumps using large temperature glides. <i>Applied Energy</i>. 2024;368. doi:<a href=\"https://doi.org/10.1016/j.apenergy.2024.123417\">10.1016/j.apenergy.2024.123417</a>","ieee":"L. Knorr, F. Schlosser, N. Horstmann, D. Divkovic, and H. Meschede, “Flexible operation and integration of high-temperature heat pumps using large temperature glides,” <i>Applied Energy</i>, vol. 368, Art. no. 123417, 2024, doi: <a href=\"https://doi.org/10.1016/j.apenergy.2024.123417\">10.1016/j.apenergy.2024.123417</a>.","apa":"Knorr, L., Schlosser, F., Horstmann, N., Divkovic, D., &#38; Meschede, H. (2024). Flexible operation and integration of high-temperature heat pumps using large temperature glides. <i>Applied Energy</i>, <i>368</i>, Article 123417. <a href=\"https://doi.org/10.1016/j.apenergy.2024.123417\">https://doi.org/10.1016/j.apenergy.2024.123417</a>","chicago":"Knorr, Lukas, Florian Schlosser, Nils Horstmann, Denis Divkovic, and Henning Meschede. “Flexible Operation and Integration of High-Temperature Heat Pumps Using Large Temperature Glides.” <i>Applied Energy</i> 368 (2024). <a href=\"https://doi.org/10.1016/j.apenergy.2024.123417\">https://doi.org/10.1016/j.apenergy.2024.123417</a>.","short":"L. Knorr, F. Schlosser, N. Horstmann, D. Divkovic, H. Meschede, Applied Energy 368 (2024)."},"date_created":"2024-05-27T10:29:14Z","type":"journal_article","department":[{"_id":"644"}]},{"publication":"Journal of Sustainable Development of Energy, Water and Environment Systems","issue":"3","date_created":"2023-07-05T07:47:37Z","department":[{"_id":"644"}],"keyword":["Energy Engineering and Power Technology","Water Science and Technology","Environmental Science (miscellaneous)","Renewable Energy","Sustainability and the Environment"],"type":"journal_article","publication_identifier":{"issn":["1848-9257"]},"author":[{"id":"90391","last_name":"Knorr","first_name":"Lukas","full_name":"Knorr, Lukas"},{"full_name":"Schlosser, Florian","last_name":"Schlosser","first_name":"Florian","id":"88614"},{"full_name":"Meschede, Henning","first_name":"Henning","orcid":"0000-0002-1538-089X","last_name":"Meschede","id":"86954"}],"year":"2023","title":"Assessment of Energy Efficiency and Flexibility Measures in Electrified Process Heat Generation Based on Simulations in the Animal Feed Industry","publication_status":"published","date_updated":"2023-10-02T09:05:36Z","language":[{"iso":"eng"}],"doi":"10.13044/j.sdewes.d11.0444","citation":{"apa":"Knorr, L., Schlosser, F., &#38; Meschede, H. (2023). Assessment of Energy Efficiency and Flexibility Measures in Electrified Process Heat Generation Based on Simulations in the Animal Feed Industry. <i>Journal of Sustainable Development of Energy, Water and Environment Systems</i>, <i>11</i>(3), 0–0. <a href=\"https://doi.org/10.13044/j.sdewes.d11.0444\">https://doi.org/10.13044/j.sdewes.d11.0444</a>","mla":"Knorr, Lukas, et al. “Assessment of Energy Efficiency and Flexibility Measures in Electrified Process Heat Generation Based on Simulations in the Animal Feed Industry.” <i>Journal of Sustainable Development of Energy, Water and Environment Systems</i>, vol. 11, no. 3, SDEWES Centre, 2023, pp. 0–0, doi:<a href=\"https://doi.org/10.13044/j.sdewes.d11.0444\">10.13044/j.sdewes.d11.0444</a>.","ieee":"L. Knorr, F. Schlosser, and H. Meschede, “Assessment of Energy Efficiency and Flexibility Measures in Electrified Process Heat Generation Based on Simulations in the Animal Feed Industry,” <i>Journal of Sustainable Development of Energy, Water and Environment Systems</i>, vol. 11, no. 3, pp. 0–0, 2023, doi: <a href=\"https://doi.org/10.13044/j.sdewes.d11.0444\">10.13044/j.sdewes.d11.0444</a>.","chicago":"Knorr, Lukas, Florian Schlosser, and Henning Meschede. “Assessment of Energy Efficiency and Flexibility Measures in Electrified Process Heat Generation Based on Simulations in the Animal Feed Industry.” <i>Journal of Sustainable Development of Energy, Water and Environment Systems</i> 11, no. 3 (2023): 0–0. <a href=\"https://doi.org/10.13044/j.sdewes.d11.0444\">https://doi.org/10.13044/j.sdewes.d11.0444</a>.","short":"L. Knorr, F. Schlosser, H. Meschede, Journal of Sustainable Development of Energy, Water and Environment Systems 11 (2023) 0–0.","ama":"Knorr L, Schlosser F, Meschede H. Assessment of Energy Efficiency and Flexibility Measures in Electrified Process Heat Generation Based on Simulations in the Animal Feed Industry. <i>Journal of Sustainable Development of Energy, Water and Environment Systems</i>. 2023;11(3):0-0. doi:<a href=\"https://doi.org/10.13044/j.sdewes.d11.0444\">10.13044/j.sdewes.d11.0444</a>","bibtex":"@article{Knorr_Schlosser_Meschede_2023, title={Assessment of Energy Efficiency and Flexibility Measures in Electrified Process Heat Generation Based on Simulations in the Animal Feed Industry}, volume={11}, DOI={<a href=\"https://doi.org/10.13044/j.sdewes.d11.0444\">10.13044/j.sdewes.d11.0444</a>}, number={3}, journal={Journal of Sustainable Development of Energy, Water and Environment Systems}, publisher={SDEWES Centre}, author={Knorr, Lukas and Schlosser, Florian and Meschede, Henning}, year={2023}, pages={0–0} }"},"status":"public","publisher":"SDEWES Centre","_id":"45866","page":"0-0","volume":" 11","user_id":"90391"},{"type":"journal_article","keyword":["Renewable Energy","Sustainability and the Environment"],"date_created":"2023-10-18T07:31:13Z","citation":{"short":"T.G. Walmsley, M. Philipp, M. Picón-Núñez, H. Meschede, M.T. Taylor, F. Schlosser, M.J. Atkins, Renewable and Sustainable Energy Reviews 188 (2023).","chicago":"Walmsley, Timothy Gordon, Matthias Philipp, Martín Picón-Núñez, Henning Meschede, Matthew Thomas Taylor, Florian Schlosser, and Martin John Atkins. “Hybrid Renewable Energy Utility Systems for Industrial Sites: A Review.” <i>Renewable and Sustainable Energy Reviews</i> 188 (2023). <a href=\"https://doi.org/10.1016/j.rser.2023.113802\">https://doi.org/10.1016/j.rser.2023.113802</a>.","apa":"Walmsley, T. G., Philipp, M., Picón-Núñez, M., Meschede, H., Taylor, M. T., Schlosser, F., &#38; Atkins, M. J. (2023). Hybrid renewable energy utility systems for industrial sites: A review. <i>Renewable and Sustainable Energy Reviews</i>, <i>188</i>, Article 113802. <a href=\"https://doi.org/10.1016/j.rser.2023.113802\">https://doi.org/10.1016/j.rser.2023.113802</a>","ieee":"T. G. Walmsley <i>et al.</i>, “Hybrid renewable energy utility systems for industrial sites: A review,” <i>Renewable and Sustainable Energy Reviews</i>, vol. 188, Art. no. 113802, 2023, doi: <a href=\"https://doi.org/10.1016/j.rser.2023.113802\">10.1016/j.rser.2023.113802</a>.","ama":"Walmsley TG, Philipp M, Picón-Núñez M, et al. Hybrid renewable energy utility systems for industrial sites: A review. <i>Renewable and Sustainable Energy Reviews</i>. 2023;188. doi:<a href=\"https://doi.org/10.1016/j.rser.2023.113802\">10.1016/j.rser.2023.113802</a>","bibtex":"@article{Walmsley_Philipp_Picón-Núñez_Meschede_Taylor_Schlosser_Atkins_2023, title={Hybrid renewable energy utility systems for industrial sites: A review}, volume={188}, DOI={<a href=\"https://doi.org/10.1016/j.rser.2023.113802\">10.1016/j.rser.2023.113802</a>}, number={113802}, journal={Renewable and Sustainable Energy Reviews}, publisher={Elsevier BV}, author={Walmsley, Timothy Gordon and Philipp, Matthias and Picón-Núñez, Martín and Meschede, Henning and Taylor, Matthew Thomas and Schlosser, Florian and Atkins, Martin John}, year={2023} }","mla":"Walmsley, Timothy Gordon, et al. “Hybrid Renewable Energy Utility Systems for Industrial Sites: A Review.” <i>Renewable and Sustainable Energy Reviews</i>, vol. 188, 113802, Elsevier BV, 2023, doi:<a href=\"https://doi.org/10.1016/j.rser.2023.113802\">10.1016/j.rser.2023.113802</a>."},"publication":"Renewable and Sustainable Energy Reviews","volume":188,"user_id":"86954","doi":"10.1016/j.rser.2023.113802","publisher":"Elsevier BV","_id":"48243","language":[{"iso":"eng"}],"article_number":"113802","intvolume":"       188","publication_status":"published","date_updated":"2023-10-18T07:33:43Z","publication_identifier":{"issn":["1364-0321"]},"author":[{"full_name":"Walmsley, Timothy Gordon","first_name":"Timothy Gordon","last_name":"Walmsley"},{"first_name":"Matthias","last_name":"Philipp","full_name":"Philipp, Matthias"},{"full_name":"Picón-Núñez, Martín","last_name":"Picón-Núñez","first_name":"Martín"},{"id":"86954","last_name":"Meschede","first_name":"Henning","orcid":"0000-0002-1538-089X","full_name":"Meschede, Henning"},{"first_name":"Matthew Thomas","last_name":"Taylor","full_name":"Taylor, Matthew Thomas"},{"id":"88614","full_name":"Schlosser, Florian","last_name":"Schlosser","first_name":"Florian"},{"last_name":"Atkins","first_name":"Martin John","full_name":"Atkins, Martin John"}],"title":"Hybrid renewable energy utility systems for industrial sites: A review","year":"2023","status":"public"},{"user_id":"90391","_id":"47540","language":[{"iso":"eng"}],"date_updated":"2024-03-11T14:19:03Z","author":[{"last_name":"Knorr","first_name":"Lukas","full_name":"Knorr, Lukas","id":"90391"},{"full_name":"Schlosser, Florian","last_name":"Schlosser","first_name":"Florian","id":"88614"},{"full_name":"Meschede, Henning","orcid":"0000-0002-1538-089X","last_name":"Meschede","first_name":"Henning","id":"86954"}],"status":"public","year":"2023","title":"Economic Integration of a High-Temperature Heat Pump with Flexible Part-load Operation","department":[{"_id":"644"}],"type":"misc","date_created":"2023-10-02T09:04:24Z","place":"Dubrovnik","citation":{"bibtex":"@book{Knorr_Schlosser_Meschede_2023, place={Dubrovnik}, title={Economic Integration of a High-Temperature Heat Pump with Flexible Part-load Operation}, author={Knorr, Lukas and Schlosser, Florian and Meschede, Henning}, year={2023} }","ama":"Knorr L, Schlosser F, Meschede H. <i>Economic Integration of a High-Temperature Heat Pump with Flexible Part-Load Operation</i>.; 2023.","mla":"Knorr, Lukas, et al. <i>Economic Integration of a High-Temperature Heat Pump with Flexible Part-Load Operation</i>. 2023.","chicago":"Knorr, Lukas, Florian Schlosser, and Henning Meschede. <i>Economic Integration of a High-Temperature Heat Pump with Flexible Part-Load Operation</i>. Dubrovnik, 2023.","short":"L. Knorr, F. Schlosser, H. Meschede, Economic Integration of a High-Temperature Heat Pump with Flexible Part-Load Operation, Dubrovnik, 2023.","ieee":"L. Knorr, F. Schlosser, and H. Meschede, <i>Economic Integration of a High-Temperature Heat Pump with Flexible Part-load Operation</i>. Dubrovnik, 2023.","apa":"Knorr, L., Schlosser, F., &#38; Meschede, H. (2023). <i>Economic Integration of a High-Temperature Heat Pump with Flexible Part-load Operation</i>."}},{"publication":"Energy Conversion and Management","citation":{"ama":"Schlosser F, Zysk S, Walmsley TG, Kong L, Zühlsdorf B, Meschede H. Break-even of high-temperature heat pump integration for milk spray drying. <i>Energy Conversion and Management</i>. 2023;291. doi:<a href=\"https://doi.org/10.1016/j.enconman.2023.117304\">10.1016/j.enconman.2023.117304</a>","bibtex":"@article{Schlosser_Zysk_Walmsley_Kong_Zühlsdorf_Meschede_2023, title={Break-even of high-temperature heat pump integration for milk spray drying}, volume={291}, DOI={<a href=\"https://doi.org/10.1016/j.enconman.2023.117304\">10.1016/j.enconman.2023.117304</a>}, number={117304}, journal={Energy Conversion and Management}, publisher={Elsevier BV}, author={Schlosser, Florian and Zysk, Sebastian and Walmsley, Timothy G. and Kong, Lana and Zühlsdorf, Benjamin and Meschede, Henning}, year={2023} }","mla":"Schlosser, Florian, et al. “Break-Even of High-Temperature Heat Pump Integration for Milk Spray Drying.” <i>Energy Conversion and Management</i>, vol. 291, 117304, Elsevier BV, 2023, doi:<a href=\"https://doi.org/10.1016/j.enconman.2023.117304\">10.1016/j.enconman.2023.117304</a>.","chicago":"Schlosser, Florian, Sebastian Zysk, Timothy G. 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