Can energy system modeling benefit from artificial neural networks? Application of two-stage metamodels to reduce computation of security of supply assessments-Reference-Cited by-同舟云学术

Can energy system modeling benefit from artificial neural networks? Application of two-stage metamodels to reduce computation of security of supply assessments

Published:2020-04 Issue: Volume:142 Page:106334
ISSN:0360-8352
Container-title:Computers & Industrial Engineering
language:en
Short-container-title:Computers & Industrial Engineering

Author:

Nolting Lars^ORCID,Spiegel Thomas,Reich Marius,Adam Mario,Praktiknjo Aaron^ORCID

Publisher

Elsevier BV

Subject

General Engineering,General Computer Science

Reference37 articles.

1. Agora Energiewende (2017). Kohleausstieg, Stromimporte und -exporte sowie Versorgungssicherheit (Coal phase-out, electricity imports/exports and security of supply). Retrieved from https://goo.gl/AaVEnN.

2. Advances in artificial neural networks, machine learning and computational intelligence;Aiolli;Neurocomputing,2018

3. Biedermann, T., Reich, M., Kameier, F., Adam, M., & Paschereit, C. (2018). Assessment of Statistical Sampling Methods and Approximation Models Applied to Aeroacoustic and Vibroacoustic Problems. In INTER-NOISE and NOISE-CON Congress and Conference Proceedings (Vol. 257, pp. 13–24). Institute of Noise Control Engineering.

4. BNetzA (2018a). Quality of supply. Retrieved January 22, 2019, from https://goo.gl/8epqoo.

5. BNetzA (2018b). Kraftwerksliste (Power plant list). Retrieved from https://goo.gl/L5zqPK.

Cited by 11 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Uplifting the complexity of analysis for probabilistic security of electricity supply assessments using artificial neural networks;Energy and AI;2024-09

2. Artificial intelligence and design of experiments for resource adequacy assessment in power systems;Energy Strategy Reviews;2024-05

3. A review on the applicability of machine learning techniques to the metamodeling of energy systems;Numerical Heat Transfer, Part B: Fundamentals;2023-11-30

4. New Energy Operation Platform Monitoring Data Verification Method Based on Correlation Analysis Algorithm;2022 IEEE Conference on Telecommunications, Optics and Computer Science (TOCS);2022-12-11

5. The emerging threat of artificial intelligence on competition in liberalized electricity markets: A deep Q-network approach;Applied Energy;2022-11