Dr. Gunther Gust

• Journal Articles
• Talks
• Conference papers
• Other publications

Journal Articles

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2025

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• Arlt M, Gust G, Neumann D
  A Deep Demand Response Program for Local Electricity Systems
  2025 Production and Operations Management, volume: forthcoming

2024

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• Rüde L, Wussow M, Heleno M, Gust G, Neumann D
  Estimating electrical distribution network length and capital investment needs from real-world topologies and land cover data
  2024 Energy Policy, volume: 195, issue: 114368
• Rüde L, Gust G, Neumann D
  Multi-period Electricity Distribution Network Investment Planning under Demand Coincidence in the Smart Grid
  2024 Annals of Operations Research, volume: forthcoming

2023

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• Gust G, Schlüter A, Feuerriegel S, Ubeda I, Lee J, Neumann D
  Designing Electricity Distribution Networks: The Impact of Demand Coincidence
  2023 European Journal of Operational Research, volume: 315, issue: 1, pages: 271 - 288
• Ruß M, Gust G
  Reliable route planning and time savings in real-world urban intermodal transportation networks: Evidence from Hamburg, Germany
  2023 Expert Systems with Applications, volume: 227, issue: 120196

2022

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• Mayer K, Rausch B, Arlt M, Gust G, Wang Z, Neumann D, Rajagopal R
  3D-PV-Locator: Large-Scale Detection of Rooftop-Mounted Photovoltaic Systems in 3D
  2022 Applied Energy, volume: 310, issue: 118469

2021

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• Rosenfelder M, Wussow M, Gust G, Cremades R, Neumann D
  Predicting Residential Electricity Consumption Using Aerial and Street View Images
  2021 Applied Energy, volume: 301, page: 117407
• Gust G, Brandt T, Mashayekh S, Heleno M, Deforest N, Stadler M, Neumann D
  Strategies for Microgrid Operation Under Real-World Conditions
  2021 European Journal of Operational Research, volume: 292, issue: 1, pages: 339 - 352
• Ruß M, Gust G, Neumann D
  The Constrained Reliable Shortest Path Problem in Stochastic Time-Dependent Networks
  2021 Operations Research, volume: 69, issue: 3, pages: 709 - 726

2017

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• Gust, G, Flath, C M, Brandt, T, Ströhle, P, Neumann, D
  How a Traditional Company Seeded New Analytics Capabilities
  2017 MIS Quarterly Executive, volume: 16, issue: 3, pages: 215 - 230

Talks

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2020

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• Rosenfelder M, Gust G, Neumann D
  Improving Urban Analytics Using 3D Geometries and Graph Convolutional Neural Networks: Evidence from Real Estate Valuation
  2020 Winter Conference on Business Analytics, Snowbird, USA
• Russ M, Gust G
  The Value of Reliable Route Planning in Urban Intermodal Transport
  2020 Winter Conference on Business Analytics, Snowbird, USA

2019

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• Arlt M, Gust G, Neumann D
  Optimal Critical Peak Pricing (CPP) Program Design in Constrained Electricity Systems Using Time-Dependent Demand Response Functions and Reinforcement Learning
  2019 Policy, Awareness, Sustainability and Systems (PASS) Workshop, Cologne, Germany
• Gust G, Brandt T, Koppius O, Feuerriegel S, Rosenfelder M, Kaulich A, Neumann D
  Leveraging the Third Dimension: Opportunities and Guidelines for 3D Analytics
  2019 Winter Conference on Business Analytics (WCBA 2019), Snowbird, Utah, March 07-09, 2019
• Arlt M-L, Gust G, Neumann D
  Optimal Critical Peak Pricing (CPP) Program Design in Constrained Electricity Systems Using Time-Dependent Demand Response Functions and Reinforcement Learning
  2019 Winter Conference on Business Analytics (WCBA 2019), Snowbird, Utah, March 07-09, 2019
• Arlt M, Gust G, Neumann D
  Price-Based Demand Response Program Design for Constrained Local Electricity Systems
  2019 Workshop on Information Technologies and Systems, Munich, Germany

2018

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• Arlt M-L, Gust G, Neumann D
  Impact of Timely Information on Demand Response and Efficient Electricity Grid Operation
  2018 36th USAEE/IAEE North American Conference, Washington D.C., USA, 23.-26.09.2018 (Poster)
• Arlt M-L, Gust G, Neumann D
  Impact of Timely Information on Demand Response and Efficient Electricity Grid Operation
  2018 Production and Operations Management Society (POMS 2018), Houston, USA, 04.-07.05.2018

2017

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• Gust G, Kaulich A, Killinger S, Feuerriegel S, Brandt T, Neumann D
  A Recommender System to Promote Photovoltaic Systems Based on 3D Building Data
  2017 Symposium on Statistical Challenges in Electronic Commerce Research (SCECR 2017), Ho Chi Minh City, Vietnam, June 26--28, 2017
• Gust G, Kaulich A,, Killinger S, Feuerriegel S, Brandt T, Neumann D
  A Recommender System to Promote Photovoltaic Systems Based on 3D Building Data
  2017 Singapore Management University (SMU), Singapore, July 3, 2017

2016

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• Willing C, Gust G, Brandt T, Wagner S, Neumann D
  Business Intelligence for Location-Based Services - Enabling User-Based Relocation of Carsharing Vehicles
  2016 Winter Conference on Business Intelligence (WCBI 2016), Snowbird, Utah, March 03-05, 2016
• Gust G, Flath C, Ströhle P, Brandt T, Neumann D
  Soft Analytics: The Art of Practicing Big Data
  2016 Winter Conference on Business Intelligence (WCBI 2016), Snowbird, Utah, March 03-05, 2016
• Gust G, Kaulich A, Brandt T, Killinger S, Neumann D
  Analyzing the Adoption of Residential PV Units Using Data on Solar Irradiance and the Built Environment
  2016 Erasmus Energy Forum, Rotterdam, May 18, 2016.

Conference papers

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2020

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• Rausch B, Mayer K, Arlt M, Gust G, Staudt P, Rajagopal R, Neumann D, Weinhardt C
  An Enriched Automated PV Registry: Combining Image Recognition and 3D Building Data
  2020 NeurIPS 2020 Workshop Tackling Climate Change with Machine Learning

2019

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• Albrecht S, Gust G, Strüker J, Neumann D
  Competence, Fashion and the Case of Blockchain
  2019 Proceedings of the 14. Internationale Tagung Wirtschaftsinformatik, Siegen, Germany
• Rosenfelder M, Gust G, Neumann D
  Decision Support for Real Estate Investors: Improving Real Estate Valuation with 3D City Models and Points of Interest
  2019 Proceedings of the 14. Internationale Tagung Wirtschaftsinformatik, Siegen, Germany
• Albrecht S, Gust G, Strüker J, Neumann D
  Managers’ IT Competence in Turbulent Market Environments
  2019 Proceedings of the 27th European Conference on Information Systems (ECIS), Stockholm, Sweden (Conditionally Accepted)
• Ruß M, Gust G, Neumann D
  Robust Route Planning in Intermodal Urban Traffic
  2019 Proceedings of the 14. Internationale Tagung Wirtschaftsinformatik, Siegen, Germany

2018

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• Dimitrov I, Gust G, Brandt T, Biener W, Neumann D
  Multi-Period Planning of Distribution Grid Reinforcements Under Uncertainty about Future Penetration of Photovoltaic Systems
  2018 IEEE International Energy Conference (ENERGYCON), Limassol, Cyprus, 03-07 Jun, 2018

2017

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• Schlüter A, Gust G, Feuerriegel S, Neumann D
  Minimization Of Investment Costs For Designing Electricity Distribution Networks
  2017 INFORMS Annual Meeting – Houston, Texas October 22-25

2016

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• Willing C, Gust G, Brandt T, Schmidt S, Neumann D
  Enhancing Municipal Analytics Capabilities to Enable Sustainable Urban Transportation
  2016 24th European Conference on Information Systems (ECIS 2016), Istanbul, Turkey, June 12-15, 2016
• Gust G, Biener, W, Brandt, T, Dallmer-Zerbe, K, Neumann, D, Wille-Haussmann, B
  Decision Support for Distribution Grid Planning
  2016 2016 IEEE International Energy Conference (ENERGYCON), Leuwen, Belgium, 04-08 April, 2016
• Gust G, Flath C M, Brandt T, Ströhle P, Neumann D
  Bringing Analytics into Practice: Evidence from the Power Sector
  2016 ICIS 2016 Proceedings, Dublin, Ireland, 2016
• Biener W, Gust G, Killinger S
  Evaluation of Methods for Estimating Distribution Grid Stress Due to Future Installations of Photovoltaic Units
  2016 IEEE 43rd Photovoltaic Specialists Conference (PVSC), Portland, Oregon, June 5-10, 2016

2015

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• Biener W, Dallmer-Zerbe K, Krug B, Gust G, Wille-Haussmann B
  Optimal grid expansion – Comparison between Smart Grid and conventional grid reinforcement
  2015 ETG-Fachbericht-Internationaler ETG-Kongress 2015

Other publications

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2014

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• Gust G
  Analyse von Niederspannungsnetzen und Entwicklung von Referenznetzen (Masterarbeit)
  Institut für Informationswirtschaft und Marketing (IISM), Karlsruher Institut für Technologie (KIT), 2014