[HTML][HTML] Code exposed: Review of five open-source frameworks for modeling renewable energy systems

S Candas, C Muschner, S Buchholz, R Bramstoft… - … and Sustainable Energy …, 2022 - Elsevier
Energy system modeling is a commonly used method to provide policy recommendations
and insight to transformation pathways of energy systems. However, the low open-source …

[HTML][HTML] Digitalization of urban multi-energy systems–advances in digital twin applications across life-cycle phases

B Koirala, H Cai, F Khayatian, E Munoz, JG An… - Advances in Applied …, 2024 - Elsevier
Urban multi-energy systems (UMES) incorporating distributed energy resources are vital to
future low-carbon energy systems. These systems demand complex solutions, including …

[HTML][HTML] A semantic ontology for representing and quantifying energy flexibility of buildings

H Li, T Hong - Advances in Applied Energy, 2022 - Elsevier
Energy flexibility of buildings can be an essential resource for a sustainable and reliable
power grid with the growing variable renewable energy shares and the trend to electrify and …

[HTML][HTML] Perspectives on purpose-driven coupling of energy system models

M Chang, H Lund, JZ Thellufsen, PA Østergaard - Energy, 2023 - Elsevier
Energy system models (ESMs) are essential for planning the energy transition and
understanding its impacts. However, this transition is inherently complex and cannot always …

A Europe-wide inventory of citizen-led energy action with data from 29 countries and over 10000 initiatives

A Wierling, VJ Schwanitz, JP Zeiss, C von Beck… - Scientific Data, 2023 - nature.com
Numerous case studies show that citizens engage in various ways in renewable and low
carbon energy projects, thereby contributing to the sustainable energy transition. To date …

SecMOD: An open-source modular framework combining multi-sector system optimization and life-cycle assessment

C Reinert, L Schellhas, J Mannhardt, DY Shu… - Frontiers in Energy …, 2022 - frontiersin.org
Optimization models can support decision-makers in the synthesis and operation of multi-
sector energy systems. To identify the optimal design and operation of a low-carbon system …

Toward a Practical Digital Twin Platform Tailored to the Requirements of Industrial Energy Systems

L Kasper, F Birkelbach, P Schwarzmayr, G Steindl… - Applied Sciences, 2022 - mdpi.com
Digitalization and concepts such as digital twins (DT) are expected to have huge potential to
improve efficiency in industry, in particular, in the energy sector. Although the number and …

[HTML][HTML] Evaluating the usability of open source frameworks in energy system modelling

S Berendes, S Hilpert, S Günther, C Muschner… - … and Sustainable Energy …, 2022 - Elsevier
Usability is considered one of the key factors in determining the success of Open Source
Software, but is it sufficiently addressed within the development process as of yet? Thus far …

Ontologies in the era of large language models–a perspective

F Neuhaus - Applied ontology, 2023 - content.iospress.com
The potential of large language models (LLM) has captured the imagination of the public
and researchers alike. In contrast to previous generations of machine learning models …

Consensus-based dynamic optimization of the integrated energy-to-product networks through an ontologically-aware multi-agent system

ZK Ravandi, RB Boozarjomehry, F Babaei… - … Applications of Artificial …, 2024 - Elsevier
The industrial paradigm shift toward intelligent and sustainable management stimulates
policymakers to leverage artificial intelligence (AI) for decentralized planning of chemical …