Forschungsschwerpunkte
- Entscheidungsunterstützung in Energiesystemen und in der Logistik
- Simulationsbasierte Optimierung
- Bewirtschaftung von Energiespeichern
- Ökonomisch Effiziente Elektromobilität
- Dynamische Tourenplanung
Vita
Akademische Ausbildung
- Promotion zum Dr. rer. pol., Universität Braunschweig
- Diplom-Informationswirt, Universität Karlsruhe
Beruflicher Werdegang
- Juniorprofessor für Wirtschaftsinformatik, insbes. Quantitative Methoden in der Logistik an der Universität Münster
- DFG-Forschungsstipendiat am Department of Operations Research and Financial Engineering, Princeton University
- Akademischer Rat am Institut für Wirtschaftsinformatik der Universität Braunschweig
- Wissenschaftlicher Mitarbeiter am Institut für Wirtschaftsinformatik der Universität Braunschweig
Publikationen
- . . ‘The Role and Value of Service Orchestration in Smart Grid Prosumer Service Systems.’ In ECIS 2022 Research Papers, edited by , 1–16. Atlanta, GA: Association for Information Systems.
- . . ‘Economic real-time energy trading services for electric vehicles with uncertain mobility demand.’ Journal of Cleaner Production 340, Nr. 130639. doi: 10.1016/j.jclepro.2022.130639.
- . . ‘Branch-and-Price Approaches for Real-Time Vehicle Routing with Picking, Loading, and Soft Time Windows.’ INFORMS Journal on Computing 34, Nr. 4: 2192–2211. doi: 10.1287/ijoc.2021.1151.
- . . ‘Assessing the Financial Value of Real-Time Energy Trading Services for Privately Owned Non-Commercial Electric Vehicles.’ Transportation Research Part D: Transport and Environment 80.
- . . ‘Lookahead Contraction Policies for Bayesian Ranking and Selection with Pairwise Comparisons (Best Contributed Theory Paper Finalist).’ In Proceedings of the 2019 Winter Simulation Conference, edited by , 3380–3391. Piscataway, NJ: Wiley-IEEE Press.
- . . ‘All Dynamic Decision Problems are Created with Equal Structure.’ In The Art of Structuring, edited by , 113–123. Cham, CH: Springer VDI Verlag.
- . . ‘Bi-Objective Orienteering: Towards a Dynamic Multi-Objective Evolutionary Algorithm.’ In Evolutionary Multi-Criterion Optimization (EMO), edited by , 516–528.: Springer International Publishing. doi: 10.1007/978-3-030-12598-1_41.
- . . ‘Optimal Sampling for Simulated Annealing under Noise.’ INFORMS Journal on Computing 30, Nr. 1: 200–215.
- . . ‘Economic Incentives for the Adoption of Electric Vehicles: A Classification and Review of E-Vehicle Services.’ Transportation Research Part D: Transport and Environment 2018, Nr. 65: 264–287. doi: 10.1016/j.trd.2018.08.014.
- . . ‘Local Search Effects in Bi-Objective Orienteering.’ In Proceedings of the Genetic and Evolutionary Computation Conference, 585–592. New York, NY, USA: ACM Press. doi: 10.1145/3205455.3205548.
- . . ‘Dynamic Decision Making in Energy Systems with Storage and Renewable Energy Sources.’ In Advances in Energy System Optimization, edited by , 87–101. Springer VDI Verlag.
- . . ‘A Bayesian Ranking and Selection Problem with Pairwise Comparisons.’ In Proceedings of the 2017 Winter Simulation Conference, edited by , 2149–2160. Piscataway, NJ: Wiley-IEEE Press.
- . . ‘Risk-Averse Stochastic Path Detection.’ European Journal of Operational Research 260, Nr. 1: 195–211. doi: 10.1016/j.ejor.2016.12.002.
- . . ‘Tutorial on Stochastic Optimization in Energy II: An Energy Storage Illustration.’ IEEE Transactions on Power Systems 31, Nr. 2: 1468–1475.
- . . ‘Tutorial on Stochastic Optimization in Energy I: Modeling and Policies.’ IEEE Transactions on Power Systems 31, Nr. 2: 1459–1467.
- . . ‘Efficient use of Renewable Energy with Storage and E-mobility Service.’ Contributed to the Karlsruhe Service Summit Research Workshop 2016, Karlsruhe, Deutschland.
- . . „Approximate Dynamic Programming.“ In Enzyklopädie der Wirtschaftsinformatik, herausgegeben von , NN. GITO-Verlag.
- . . „Antizipierende Optimierung.“ WISU Das Wirtschaftsstudium 8-9/15.
- . . ‘Evaluation of a Multi-Objective EA on Benchmark Instances for Dynamic Routing of a Vehicle.’ In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '15), 425–432. doi: 10.1145/2739480.2754705.
- . . ‘Evaluating Idle Time Policies for Real-Time Routing of a Service Vehicle.’ Contributed to the 23rd European Conference on Information Systems, Münster, Deutschland.
- . . ‘Multi-Objective Analysis of Approaches to Dynamic Routing Of a Vehicle.’ Contributed to the European Conference On Information Systems, Münster, Germany.
- . . „Optimierung von stationsbasierten Bike-Sharing Systemen .“ Beitrag präsentiert auf der Multikonferenz Wirtschaftsinformatik 2012, Braunschweig.
- . . ‘Floating Car Based Travel Times for City Logistics.’ Transportation Research Part C: Emerging Technologies 21, Nr. 1: 338–352.
- . . ‘GRASP based Vehicle Routing for After Sales Services.’ In Proceedings of 9th Metaheuristic International Conference.
- . . „Flottenmanagement für Vor-Ort-Kundendienste .“ In Logistik – Gestern, heute, morgen, herausgegeben von , 107–122.
- . . ‘Serving Multiple Urban Areas with Stochastic Customer Requests .’ In Dynamics in Logistics, edited by , 59–68. Springer VDI Verlag.
- . . Anticipatory Optimization for Dynamic Decision Making. New York: Springer VDI Verlag.
- . . ‘Floating Car Data Based Analysis of Urban Travel Times for the Provision of Traffic Quality .’ In Traffic Data Collection and its Standardization, edited by , 129–150. New York: Springer VDI Verlag.
- . . ‘Synergies of Operations Research and Data Mining.’ European Journal of Operational Research 206, Nr. 1: 1–10.
- . . ‘GRASP based Approximate Dynamic Programming for Dynamic Routing of a Vehicle .’ In Proceedings of VIII Metaheuristic International Conference.
- . . ‘Serving Multiple Urban Areas with Stochastic Customer Requests.’ In Proceedings of International Conference on Dynamics in Logistics 2009.
- . . ‘GRASP based Approximate Dynamic Programming for Dynamic Routing of a Vehicle.’ In MIC 2009 Post-Conference Volume, edited by , 1–9. Springer VDI Verlag. [online first]
- . . ‘Data Chain Management for Planning in City Logistics.’ International Journal of Data Mining, Modelling and Management 1, Nr. 4: 335–356.
- . . ‘Floating Car Data Based Analysis of Urban Travel Times for the Provision of Traffic Quality.’ Contributed to the International Workshop on Traffic Data Collection and its Standardization IWTDCS 08, Barcelona.
- . . „Ermittlung dynamischer Fahrzeiten für die City-Logistik.“ In Informations- und Kommunikationssysteme in Supply Chain Management, Logistik und Transport, herausgegeben von , 107–122. Paderborn.
- . . „Charakterisierung des städtischen Straßenverkehrs mit Floating Car Data und Data Mining.“ Straßenverkehrstechnik 52, Nr. 10: 613–620.
- . . ‘Simulated Annealing in the Presence of Noise .’ Journal of Heuristics 14, Nr. 6: 627–654.
- . . ‘Synergies of Data Mining and Operations Research.’ Contributed to the HICCS 40, Hawaii.
- . . ‘Integration of Data Mining and Operations Research.’ In Encyclopedia of Data Warehousing and Mining, edited by , 1046–1052. 2. Aufl. .