Personal information

Other IDs

Scopus Author ID: 56405781700

Biography

Dr. Songmin Yu is a senior researcher at Fraunhofer ISI. He works in the field of energy transition and focuses on energy system modeling and agent-based modeling. Songmin Yu is also the founder of ABM4ALL Community and the leading author of the open-source package "Melodie" for agent-based modeling in Python. For details, please visit: https://github.com/ABM4ALL.

Activities

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Employment (2)

Fraunhofer Insitute for Systems and Innovation Research: Karlsruhe, Baden-Württemberg, DE

2020-05-18 to present | Senior researcher (Energy Market and Energy Policy)
Employment
Source: Self-asserted source
Songmin Yu

Fraunhofer Institute for Systems and Innovation Research: Karlsruhe, Baden-Württemberg, DE

2018-11-19 to 2020-05-17 | Visting senior researcher (Energy Policy and Energy Market)
Employment
Source: Self-asserted source
Songmin Yu

Education and qualifications (4)

Tinbergen Institute: Amsterdam, North Holland, NL

2020-08-24 to 2020-08-28 | Student (Behavioral Macro and Complexity Summer Study)
Qualification
Source: Self-asserted source
Songmin Yu

Chinese Academy of Sciences: Beijing, Beijing, CN

2015-09-01 to 2018-06-01 | Ph.D. in Management Science and Engineering (Institutes of Science and Development)
Education
Source: Self-asserted source
Songmin Yu

China University of Petroleum Beijing: Changping-qu, Beijing, CN

2013-09-01 to 2015-06-01 | M.S. in Management Science and Engineering (School of Economics and Management)
Education
Source: Self-asserted source
Songmin Yu

Beihang University: Beijing, Beijing, CN

2009-09-01 to 2013-06-01 | B.S. in Instrument Science and Technology (School of Instrumentation and Optoelectronic Engineering)
Education
Source: Self-asserted source
Songmin Yu

Works (8)

An Agent-Based Framework for Policy Simulation: Modeling Heterogeneous Behaviors With Modified Sigmoid Function and Evolutionary Training

IEEE Transactions on Computational Social Systems
2022 | Journal article
DOI: 10.1109/TCSS.2022.3196737
Contributors: Yu, Songmin
Source: Self-asserted source
Songmin Yu

Investigating the impact of smart energy management system on the residential electricity consumption in Austria

Energy
2022 | Journal article
DOI: https://doi.org/10.1016/j.energy.2022.123665
Part of ISSN: 0360-5442
Contributors: Philipp Mascherbauer; Lukas Kranzl; Songmin Yu; Thomas Haupt
Source: Self-asserted source
Songmin Yu

Applying the Energy Efficiency First principle based on a decision-tree framework

Energy Efficiency
2022-08 | Journal article
DOI: 10.1007/s12053-022-10049-6
Part of ISSN: 1570-646X
Part of ISSN: 1570-6478
Contributors: Songmin Yu; Tim Mandel; Stefan Thomas; Heike Brugger
Source: Self-asserted source
Songmin Yu

Exploring pathways to deep de-carbonization and the associated environmental impact in China’s ammonia industry

Environmental Research Letters
2022-04-01 | Journal article
DOI: 10.1088/1748-9326/ac614a
Part of ISSN: 1748-9326
Source: Self-asserted source
Songmin Yu

Calibration of Agent-Based Model Using Reinforcement Learning

2021 IEEE 1st International Conference on Digital Twins and Parallel Intelligence (DTPI)
2021 | Conference paper
DOI: 10.1109/DTPI52967.2021.9540180
Contributors: Song, Bing; Xiong, Gang; Yu, Songmin; Ye, Peijun; Dong, Xisong; Lv, Yisheng
Source: Self-asserted source
Songmin Yu

Modeling the emission trading scheme from an agent-based perspective: System dynamics emerging from firms’ coordination among abatement options

European Journal of Operational Research
2020 | Journal article
DOI: 10.1016/j.ejor.2020.03.080
EID:

2-s2.0-85085165797

Part of ISSN: 03772217
Contributors: Yu, S.-M.; Fan, Y.; Zhu, L.; Eichhammer, W.
Source: Self-asserted source
Songmin Yu via Scopus - Elsevier

Impact of Firms' observation network on the carbon market

Energies
2017 | Journal article
DOI: 10.3390/en10081164
EID:

2-s2.0-85042403293

Part of ISSN: 19961073
Contributors: Yu, S.-M.; Zhu, L.
Source: Self-asserted source
Songmin Yu via Scopus - Elsevier

Energy conservation and CO<inf>2</inf> emission reduction in China's 11th Five-Year Plan: A performance evaluation

Energy Economics
2014 | Journal article
DOI: 10.1016/j.eneco.2014.10.013
EID:

2-s2.0-84908689321

Part of ISSN: 01409883
Contributors: Xu, J.-H.; Fan, Y.; Yu, S.-M.
Source: Self-asserted source
Songmin Yu via Scopus - Elsevier

Peer review (15 reviews for 9 publications/grants)

Review activity for Applied energy (1)
Review activity for Energy conversion and management. (3)
Review activity for Energy economics. (3)
Review activity for Energy strategy reviews. (2)
Review activity for Energy. (2)
Review activity for Environment, development and sustainability. (1)
Review activity for European journal of operational research. (1)
Review activity for Mitigation and adaptation strategies for global change. (1)
Review activity for Sustainable energy, grids and networks. (1)
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