[{"year":"2024","quality_controlled":"1","title":"Predictive Maintenance on the Energy Distribution Grid—Design and Evaluation of a Digital Industrial Platform in the Context of a Smart Service System","publisher":"Institute of Electrical and Electronics Engineers (IEEE)","date_created":"2024-01-19T11:47:56Z","abstract":[{"lang":"eng","text":"The energy turnaround and the shift towards sustainable mobility threaten the stability of European energy distribution grids due to substantially increasing load fluctuations and power demand. These challenges can critically impact assets in the distribution grid—e.g., switchgears—intensifying the need to plan, conduct, and manage the maintenance of such assets. Predictive maintenance strategies that analyze assets' current and historical condition data have been discussed as promising approaches toward that end. However, the extant research focuses on designing and improving analytical algorithms or information technology (IT) artifacts while not considering how a maintenance service is cocreated by companies with IT. This research article posits that IT and service must be aligned closely, presenting an ensemble artifact comprising a digital industrial platform and a smart service system for predictive maintenance on the distribution grid. The artifact is evaluated by conducting a willingness-to-pay analysis with asset operators, documenting their demand for condition monitoring and predictive maintenance as an integrated solution, although they still struggle with even getting the condition data of their assets. Building on these results, we formalize the knowledge in the form of design principles and implications for managing the maintenance of critical assets in the distribution grid."}],"file":[{"relation":"main_file","success":1,"content_type":"application/pdf","access_level":"closed","file_id":"53570","file_name":"Predictive_Maintenance_on_the_Energy_Distribution_GridDesign_and_Evaluation_of_a_Digital_Industrial_Platform_in_the_Context_of_a_Smart_Service_System.pdf","file_size":4070804,"date_created":"2024-04-18T12:26:27Z","creator":"dabe","date_updated":"2024-04-18T12:26:27Z"}],"publication":"IEEE Transactions on Engineering Management","ddc":["620"],"keyword":["Design science research","digital platform","distribution grid","IS design","predictive maintenance","smart services"],"language":[{"iso":"eng"}],"citation":{"ieee":"P. zur Heiden, J. Priefer, and D. Beverungen, “Predictive Maintenance on the Energy Distribution Grid—Design and Evaluation of a Digital Industrial Platform in the Context of a Smart Service System,” <i>IEEE Transactions on Engineering Management</i>, vol. 71, pp. 3641–3655, 2024, doi: <a href=\"https://doi.org/10.1109/tem.2024.3352819\">10.1109/tem.2024.3352819</a>.","chicago":"Heiden, Philipp zur, Jennifer Priefer, and Daniel Beverungen. “Predictive Maintenance on the Energy Distribution Grid—Design and Evaluation of a Digital Industrial Platform in the Context of a Smart Service System.” <i>IEEE Transactions on Engineering Management</i> 71 (2024): 3641–55. <a href=\"https://doi.org/10.1109/tem.2024.3352819\">https://doi.org/10.1109/tem.2024.3352819</a>.","ama":"zur Heiden P, Priefer J, Beverungen D. Predictive Maintenance on the Energy Distribution Grid—Design and Evaluation of a Digital Industrial Platform in the Context of a Smart Service System. <i>IEEE Transactions on Engineering Management</i>. 2024;71:3641-3655. doi:<a href=\"https://doi.org/10.1109/tem.2024.3352819\">10.1109/tem.2024.3352819</a>","mla":"zur Heiden, Philipp, et al. “Predictive Maintenance on the Energy Distribution Grid—Design and Evaluation of a Digital Industrial Platform in the Context of a Smart Service System.” <i>IEEE Transactions on Engineering Management</i>, vol. 71, Institute of Electrical and Electronics Engineers (IEEE), 2024, pp. 3641–55, doi:<a href=\"https://doi.org/10.1109/tem.2024.3352819\">10.1109/tem.2024.3352819</a>.","short":"P. zur Heiden, J. Priefer, D. Beverungen, IEEE Transactions on Engineering Management 71 (2024) 3641–3655.","bibtex":"@article{zur Heiden_Priefer_Beverungen_2024, title={Predictive Maintenance on the Energy Distribution Grid—Design and Evaluation of a Digital Industrial Platform in the Context of a Smart Service System}, volume={71}, DOI={<a href=\"https://doi.org/10.1109/tem.2024.3352819\">10.1109/tem.2024.3352819</a>}, journal={IEEE Transactions on Engineering Management}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={zur Heiden, Philipp and Priefer, Jennifer and Beverungen, Daniel}, year={2024}, pages={3641–3655} }","apa":"zur Heiden, P., Priefer, J., &#38; Beverungen, D. (2024). Predictive Maintenance on the Energy Distribution Grid—Design and Evaluation of a Digital Industrial Platform in the Context of a Smart Service System. <i>IEEE Transactions on Engineering Management</i>, <i>71</i>, 3641–3655. <a href=\"https://doi.org/10.1109/tem.2024.3352819\">https://doi.org/10.1109/tem.2024.3352819</a>"},"intvolume":"        71","page":"3641-3655","publication_status":"published","publication_identifier":{"issn":["0018-9391","1558-0040"]},"has_accepted_license":"1","doi":"10.1109/tem.2024.3352819","date_updated":"2024-11-11T09:50:34Z","author":[{"last_name":"zur Heiden","full_name":"zur Heiden, Philipp","id":"64394","first_name":"Philipp"},{"full_name":"Priefer, Jennifer","id":"82872","last_name":"Priefer","first_name":"Jennifer"},{"first_name":"Daniel","full_name":"Beverungen, Daniel","id":"59677","last_name":"Beverungen"}],"volume":71,"status":"public","type":"journal_article","article_type":"original","file_date_updated":"2024-04-18T12:26:27Z","project":[{"grant_number":"03E16012F","_id":"651","name":"FLEMING: FLEMING - Flexible Monitoring- und Regelsysteme für die Energie- und Mobilitätswende im Verteilnetz durch Einsatz von Künstlicher Intelligenz"}],"_id":"50649","user_id":"82872"},{"type":"journal_article","status":"public","user_id":"61579","department":[{"_id":"277"}],"_id":"5614","file_date_updated":"2018-12-13T15:11:05Z","extern":"1","has_accepted_license":"1","citation":{"short":"G. Schryen, F. Wex, International Journal of Information Systems for Crisis Response and Management (IJISCRAM) 6 (2014).","bibtex":"@article{Schryen_Wex_2014, title={Risk Reduction in Natural Disaster Management Through Information Systems: A Literature review and an IS design science research agenda}, volume={6}, number={1}, journal={International Journal of Information Systems for Crisis Response and Management (IJISCRAM)}, author={Schryen, Guido and Wex, Felix}, year={2014} }","mla":"Schryen, Guido, and Felix Wex. “Risk Reduction in Natural Disaster Management Through Information Systems: A Literature Review and an IS Design Science Research Agenda.” <i>International Journal of Information Systems for Crisis Response and Management (IJISCRAM)</i>, vol. 6, no. 1, 2014.","apa":"Schryen, G., &#38; Wex, F. (2014). Risk Reduction in Natural Disaster Management Through Information Systems: A Literature review and an IS design science research agenda. <i>International Journal of Information Systems for Crisis Response and Management (IJISCRAM)</i>, <i>6</i>(1).","ama":"Schryen G, Wex F. Risk Reduction in Natural Disaster Management Through Information Systems: A Literature review and an IS design science research agenda. <i>International Journal of Information Systems for Crisis Response and Management (IJISCRAM)</i>. 2014;6(1).","ieee":"G. Schryen and F. Wex, “Risk Reduction in Natural Disaster Management Through Information Systems: A Literature review and an IS design science research agenda,” <i>International Journal of Information Systems for Crisis Response and Management (IJISCRAM)</i>, vol. 6, no. 1, 2014.","chicago":"Schryen, Guido, and Felix Wex. “Risk Reduction in Natural Disaster Management Through Information Systems: A Literature Review and an IS Design Science Research Agenda.” <i>International Journal of Information Systems for Crisis Response and Management (IJISCRAM)</i> 6, no. 1 (2014)."},"intvolume":"         6","author":[{"last_name":"Schryen","full_name":"Schryen, Guido","id":"72850","first_name":"Guido"},{"first_name":"Felix","full_name":"Wex, Felix","last_name":"Wex"}],"volume":6,"oa":"1","date_updated":"2022-01-06T07:02:08Z","publication":"International Journal of Information Systems for Crisis Response and Management (IJISCRAM)","file":[{"content_type":"application/pdf","relation":"main_file","creator":"hsiemes","date_created":"2018-12-07T11:50:26Z","date_updated":"2018-12-13T15:11:05Z","access_level":"open_access","file_name":"Risk reduction in NDM - Revision 1.pdf","file_id":"6044","file_size":2708161}],"abstract":[{"text":"Natural disasters, including earthquakes, Tsunamis, floods, hurricanes, and volcanic eruptions, have caused tremendous harm and continue to threaten millions of humans and various infrastructure capabilities each year. In their efforts to take countermeasures against the threats posed by future natural disasters, the United Nations formulated the ?Hyogo Framework for Action?, which aims at assessing and reducing risk. This framework and a global review of disaster reduction initiatives of the United Nations acknowledge the need for information systems research contributions in addressing major challenges of natural disaster management. In this paper, we provide a review of the literature with regard to how information systems research has addressed risk assessment and reduction in natural disaster management. Based on the review we identify research gaps that are centered around the need for acquiring general knowledge on how to design IS artifacts for risk assessment and reduction. In order to close these gaps in further research, we develop a research agenda that follows the IS design science paradigm.","lang":"eng"}],"language":[{"iso":"eng"}],"ddc":["000"],"keyword":["Natural Disaster Management","Risk Reduction","Hyogo Framework","IS Design Science","Literature review"],"issue":"1","year":"2014","date_created":"2018-11-14T13:58:50Z","title":"Risk Reduction in Natural Disaster Management Through Information Systems: A Literature review and an IS design science research agenda"}]