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Stay Flexible : A Prescriptive Process Monitoring Approach for Energy Flexibility-Oriented Process Schedules

Title data

Hermann, Julia ; Rusche, Simon ; Moder, Linda ; Weibelzahl, Martin:
Stay Flexible : A Prescriptive Process Monitoring Approach for Energy Flexibility-Oriented Process Schedules.
In: Proceedings of the 31st European Conference on Information Systems (ECIS). - Kristiansand, Norway , 2023 . - 396

Official URL: Volltext

Project information

Project title:
Project's official title
Project's id
Projektgruppe WI Nachhaltiges Energiemanagement & Mobilität
No information
Projektgruppe WI Wertorientiertes Prozessmanagement
No information

Abstract in another language

The transition from fossil fuels to renewable energy sources poses major challenges for balancing increasingly weather-dependent energy supply and demand. Demand-side energy flexibility, offered particularly by companies, is seen as a promising and necessary approach to address these challenges. Process mining provides significant potential to prevent a deterioration of product quality or process flows due to flexibilization and allows for exploiting monetary benefits associated with flexible process operation. Hence, we follow the design science research paradigm to develop PM4Flex, a prescriptive process monitoring approach, that generates recommendations for pending process flows optimized under fluctuating power prices by implementing established energy flexibility measures. Thereby, we consider company- and process-specific constraints as well as historic event logs. We demonstrate and evaluate PM4Flex by implementing it as a software prototype and applying it to exemplary data from a heating and air conditioning company, observing considerable cost savings of 1.56ct per kWh or 34.35%.

Further data

Item Type: Article in a book
Refereed: Yes
Keywords: process mining; prescriptive process monitoring; energy flexibility
Institutions of the University: Faculties > Faculty of Law, Business and Economics > Department of Business Administration
Faculties > Faculty of Law, Business and Economics > Department of Business Administration > Chair Business Administration XVII - Information Systems and Value-Based Business Process Management
Faculties > Faculty of Law, Business and Economics > Department of Business Administration > Chair Business Administration XVII - Information Systems and Value-Based Business Process Management > Chair Information Systems and Value-Based Business Process Management - Univ.-Prof. Dr. Maximilian Röglinger
Profile Fields > Emerging Fields > Energy Research and Energy Technology
Research Institutions
Research Institutions > Central research institutes > Bayreuth Research Center for Modeling and Simulation - MODUS
Research Institutions > Affiliated Institutes
Research Institutions > Affiliated Institutes > Branch Business and Information Systems Engineering of Fraunhofer FIT
Research Institutions > Affiliated Institutes > FIM Research Center for Information Management
Result of work at the UBT: Yes
DDC Subjects: 000 Computer Science, information, general works > 004 Computer science
300 Social sciences > 330 Economics
Date Deposited: 07 Aug 2023 08:58
Last Modified: 07 Aug 2023 08:58
URI: https://eref.uni-bayreuth.de/id/eprint/86525