Data-driven modeling of the aggregator-based price-maker virtual power plant (VPP) in the day-ahead wholesale electricity markets; evidence from the Japan Electric power Exchange (JEPX) market DOI
Mohamed Saad Suliman, Hooman Farzaneh

International Journal of Electrical Power & Energy Systems, Journal Year: 2024, Volume and Issue: 164, P. 110433 - 110433

Published: Dec. 23, 2024

Language: Английский

Software Package for Optimization of Burner Devices on Dispersed Working Fluids DOI Creative Commons
Ruslan V. Fedorov, I.I. Shepelev,

Mariia A. Malyoshina

et al.

Energies, Journal Year: 2025, Volume and Issue: 18(4), P. 806 - 806

Published: Feb. 9, 2025

Taking into account the approaches to ecology and social policy, development of technologies for optimizing combustion process thermal power plants, one key sources greenhouse gas emissions, is relevant. This article analyzes that improve efficiency in as well speed up various operating modes. Particular attention paid control fuel composition geometric parameters a burner device. Optimal settings these can significantly impact reduction harmful emissions atmosphere, though finding such labor-intensive requires use modern automation data processing tools. Nowadays, main methods analyze optimize characteristics are machine learning based on artificial neural networks (ANNs), which used this work. These also demonstrate combination with optimization method. Thus, environmental footprint meets requirements. The obtained results show most significant effect NOX content has mass flow rate change primary air parameters. decrease concentration comparison calculation basic values about 15%.

Language: Английский

Citations

0

Multi-time scale cooperative operation optimization of virtual power plant and virtual hydrogen plant under stepped carbon trading mechanism DOI

Yida Du,

Xiaotong Zhou,

Tiantian Xu

et al.

Renewable Energy, Journal Year: 2025, Volume and Issue: unknown, P. 123104 - 123104

Published: April 1, 2025

Language: Английский

Citations

0

Risk-Averse Distributionally Robust Optimization for Resilient Biomass Supply Chain Network Design DOI Creative Commons
Yeşim Gital, Bilge Bilgen

Industrial & Engineering Chemistry Research, Journal Year: 2025, Volume and Issue: unknown

Published: May 7, 2025

Language: Английский

Citations

0

Weekly economic scheduling of virtual power plant with electric vehicles: Deep-learning-based prediction and daily operation mode classification DOI
Guanfeng Du, Shaofan Li, Shengxian Cao

et al.

Electric Power Systems Research, Journal Year: 2024, Volume and Issue: 241, P. 111362 - 111362

Published: Dec. 23, 2024

Language: Английский

Citations

1

Data-driven modeling of the aggregator-based price-maker virtual power plant (VPP) in the day-ahead wholesale electricity markets; evidence from the Japan Electric power Exchange (JEPX) market DOI
Mohamed Saad Suliman, Hooman Farzaneh

International Journal of Electrical Power & Energy Systems, Journal Year: 2024, Volume and Issue: 164, P. 110433 - 110433

Published: Dec. 23, 2024

Language: Английский

Citations

0