[HTML][HTML] Data-driven energy management of virtual power plants: A review

G Ruan, D Qiu, S Sivaranjani, ASA Awad… - Advances in Applied …, 2024 - Elsevier
A virtual power plant (VPP) refers to an active aggregator of heterogeneous distributed
energy resources (DERs), which creates a promising pathway to expand renewable energy …

Exploring explainable ensemble machine learning methods for long-term performance prediction of industrial gas turbines: A comparative analysis

A Naghibi - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
In today's modern life, where electricity demand is one of the fundamental necessities, gas
turbines play a pivotal role in meeting this demand. As such, it is imperative to address the …

Economic and risk based optimal energy management of a multi-carrier energy system with water electrolyzing and steam methane reform technologies for hydrogen …

J Yi, J Wang, X Wei - International Journal of Hydrogen Energy, 2024 - Elsevier
This paper proposes stochastic programming to optimal economic scheduling problems of a
sustainable integrated energy system with renewable resources including power, natural …

Enhancing Long-Term Performance Forecasting for Gas Turbines: An In-Depth Exploration of Ensemble Machine Learning Methods

A Naghibi - Available at SSRN 4579146 - papers.ssrn.com
In today's modern life, where electricity demand is one of the fundamental necessities, gas
turbines play a pivotal role in meeting this demand. As such, it is imperative to address the …

Two-stage regulation strategy of virtual power plant in electric energy markets

Y Huang, C Zhang, D Ruan, Y Yu… - … Conference on Energy …, 2024 - spiedigitallibrary.org
In the process of electric power marketization, virtual power plant (VPP) has the
characteristics of flexibility, economy and sustainability, and is a very high-quality electric …