التفاصيل البيبلوغرافية
| العنوان: |
A review of mixed-integer linear formulations for framework-based energy system models |
| المؤلفون: |
Maximilian Hoffmann, Bruno U. Schyska, Julian Bartels, Tristan Pelser, Johannes Behrens, Manuel Wetzel, Hans Christian Gils, Chuen-Fung Tang, Marius Tillmanns, Jan Stock, André Xhonneux, Leander Kotzur, Aaron Praktiknjo, Thomas Vogt, Patrick Jochem, Jochen Linßen, Jann M. Weinand, Detlef Stolten |
| المصدر: |
Advances in Applied Energy, Vol 16, Iss , Pp 100190- (2024) |
| بيانات النشر: |
Elsevier, 2024. |
| سنة النشر: |
2024 |
| مصطلحات موضوعية: |
Meta-review, Energy system optimization, Modeling frameworks, Multi-objective optimization, Aggregation methods, Energy industries. Energy policy. Fuel trade, HD9502-9502.5 |
| الوصف: |
Optimization-based frameworks for energy system modeling such as TIMES, ETHOS.FINE, or PyPSA have emerged as important tools to outline a cost-efficient energy transition. Consequently, numerous reviews have compared the capabilities and application cases of established energy system optimization frameworks with respect to their model features or adaptability but widely neglect the frameworks’ underlying mathematical structure. This limits their added value for users who not only want to use models but also program them themselves.To address this issue, we follow a hybrid approach by not only reviewing 63 optimization-based frameworks for energy system modeling with a focus on their mathematical implementation but also conducting a meta-review of 68 existing literature reviews.Our work reveals that the basic concept of network-based energy flow optimization has remained the same since the earliest publications in the 1970s. Thereby, the number of open-source available optimization frameworks for energy system modeling has more than doubled in the last ten years, mainly driven by the uptake of energy transition and progress in computer-aided optimization.To go beyond a qualitative discussion, we also define the mathematical formulation for a mixed-integer optimization model comprising all the model features discussed in this work. We thereby aim to facilitate the implementation of future object-oriented frameworks and to increase the comprehensibility of existing ones for energy system modelers. |
| نوع الوثيقة: |
article |
| وصف الملف: |
electronic resource |
| اللغة: |
English |
| تدمد: |
2666-7924 |
| Relation: |
http://www.sciencedirect.com/science/article/pii/S2666792424000283; https://doaj.org/toc/2666-7924 |
| DOI: |
10.1016/j.adapen.2024.100190 |
| URL الوصول: |
https://doaj.org/article/316f10bce49e45f697b7130f71bdc354 |
| رقم الانضمام: |
edsdoj.316f10bce49e45f697b7130f71bdc354 |
| قاعدة البيانات: |
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