222 citations · 604 across the 22 of their papers we have counts for
24 papers
Automated Extraction of Techno-Economic Data from 76,000 Energy System Studies
Maxime Gorres, Jan Göpfert, Patrick Kuckertz +5
Energy system models guide societally important decisions, but their credibility rests on quantitative assumptions that are difficult to source and audit. Meta-analyses can improve…
Probabilistic Identification of Technology Tipping Points in Deeply Decarbonised Energy Systems
Gian Müller, Thomas Schöb, Jann M. Weinand +1
Energy policy is often guided by a small set of least-cost pathways to net-zero emissions, despite wide uncertainty in technology performance, fuel prices, demand and weather. To a…
Energy-Arena: A Dynamic Benchmark for Operational Energy Forecasting
Max Kleinebrahm, Jonathan Berrisch, Philipp Eiser +11
Energy forecasting research faces a persistent comparability gap that makes it difficult to measure consistent progress over time. Reported accuracy gains are often not directly co…
Large-Scale Linear Energy System Optimization: A Systematic Review on Parallelization Strategies via Decomposition
Lars Hadidi, Leonard Göke, Maximilian Hoffmann +7
As renewable energy integration, sector coupling, and spatiotemporal detail increase, energy system optimization models grow in size and complexity, often pushing solvers to their…
Automated Building Heritage Assessment Using Street-Level Imagery
Kristina Dabrock, Tim Johansson, Anna Donarelli +4
Registration of heritage values in buildings is important to safeguard heritage values that can be lost in renovation and energy efficiency projects. However, registering heritage…
Risks of AI-driven product development and strategies for their mitigation
Jan Göpfert, Jann M. Weinand, Patrick Kuckertz +2
Humanity is progressing towards automated product development, a trend that promises faster creation of better products and thus the acceleration of technological progress. However…
Spatially Disaggregated Energy Consumption and Emissions in End-use Sectors for Germany and Spain
Shruthi Patil, Noah Pflugradt, Jann M. Weinand +2
High-resolution energy consumption and emissions datasets are essential for localized policy-making, resource optimization, and climate action planning. They enable municipalities…
Wiki-Quantities and Wiki-Measurements: Datasets of Quantities and their Measurement Context from Wikipedia
Jan Göpfert, Patrick Kuckertz, Jann M. Weinand +1
To cope with the large number of publications, more and more researchers are automatically extracting data of interest using natural language processing methods based on supervised…
Towards high resolution, validated and open global wind power assessments
Edgar Ubaldo Peña-Sánchez, Philipp Dunkel, Christoph Winkler +10
Wind power is expected to play a crucial role in future net-zero energy systems, but wind power simulations to support deployment strategies vary drastically in their results, hind…
Countries across the world use more land for golf courses than wind or solar energy
Jann Weinand, Tristan Pelser, Max Kleinebrahm +1
Land use is a critical factor in the siting of renewable energy facilities and is often scrutinized due to perceived conflicts with other land demands. Meanwhile, substantial areas…
High-Resolution Rooftop-PV Potential Assessment for a Resilient Energy System in Ukraine
Christoph Winkler, Kristina Dabrock, Serhiy Kapustyan +5
Rooftop photovoltaic (RTPV) systems are essential for building a decarbonized and, due to its decentralized structure, more resilient energy system, and are particularly important…
A Metadata-Based Ecosystem to Improve the FAIRness of Research Software
Patrick Kuckertz, Jan Göpfert, Oliver Karras +10
The reuse of research software is central to research efficiency and academic exchange. The application of software enables researchers with varied backgrounds to reproduce, valida…
Opportunities for Large Language Models and Discourse in Engineering Design
Jan Göpfert, Jann M. Weinand, Patrick Kuckertz +1
In recent years, large language models have achieved breakthroughs on a wide range of benchmarks in natural language processing and continue to increase in performance. Recently, t…
Low-carbon Lithium Extraction Makes Deep Geothermal Plants Cost-competitive in Energy Systems
Jann Michael Weinand, Ganga Vandenberg, Stanley Risch +4
Lithium is a critical material for the energy transition, but conventional procurement methods have significant environmental impacts. In this study, we utilize regional energy sys…
An efficient solver for large-scale onshore wind farm siting including cable routing
Jaap Pedersen, Jann Michael Weinand, Chloi Syranidou +1
Existing planning approaches for onshore wind farm siting and grid integration often do not meet minimum cost solutions or social and environmental considerations. In this paper, w…
Global LCOEs of decentralized off-grid renewable energy systems
Jann Michael Weinand, Maximilian Hoffmann, Jan Göpfert +7
Recent global events emphasize the importance of a reliable energy supply. One way to increase energy supply security is through decentralized off-grid renewable energy systems, fo…
Reviewing local and integrated energy system models: insights into flexibility and robustness challenges
Febin Kachirayil, Jann Michael Weinand, Fabian Scheller +1
The electrification of heating, cooling, and transportation to reach decarbonization targets calls for a rapid expansion of renewable technologies. Due to their decentral and inter…
Exploring the trilemma of cost-efficient, equitable and publicly acceptable onshore wind expansion planning
Jann Michael Weinand, Russell McKenna, Heidi Heinrichs +3
Onshore wind development has historically focused on cost-efficiency, which may lead to inequitable turbine distributions and public resistance due to landscape impacts. Using a mu…
An expert survey to assess the current status and future challenges of energy system analysis
Fabian Scheller, Frauke Wiese, Jann Michael Weinand +2
Decision support systems like computer-aided energy system analysis (ESA) are considered one of the main pillars for developing sustainable and reliable energy transformation strat…
Active peer effects in residential photovoltaic adoption: evidence on impact drivers among potential and current adopters in Germany
Fabian Scheller, Sören Graupner, James Edwards +2
While the importance of peer influences has been demonstrated in several studies, little is known about the underlying mechanisms of active peer effects in residential photovoltaic…
Reviewing two decades of energy system analysis with bibliometrics
Dominik Franjo Dominković, Jann Michael Weinand, Fabian Scheller +2
The field of Energy System Analysis (ESA) has experienced exponential growth in the number of publications since at least the year 2000. This paper presents a comprehensive bibliom…
Reviewing methods and assumptions for high-resolution large-scale onshore wind energy potential assessments
Russell McKenna, Stefan Pfenninger, Heidi Heinrichs +16
The rapid uptake of renewable energy technologies in recent decades has increased the demand of energy researchers, policymakers and energy planners for reliable data on the spatia…
Research trends in combinatorial optimisation
Jann Michael Weinand, Kenneth Sörensen, Pablo San Segundo +2
Real-world problems are becoming highly complex and, therefore, have to be solved with combinatorial optimisation (CO) techniques. Motivated by the strong increase of publications…
Reviewing energy system modelling of decentralized energy autonomy
Jann Michael Weinand, Fabian Scheller, Russell McKenna
Research attention on decentralized autonomous energy systems has increased exponentially in the past three decades, as demonstrated by the absolute number of publications and the…