Industrial carbon emission forecasting considering external factors based on linear and machine learning models

L Ye, P Du, S Wang - Journal of Cleaner Production, 2024 - Elsevier
Accurate forecasting of carbon emissions has become a critical task for the government to
formulate effective policies and sustainable development. However, previous studies have …

Hybrid optimized-ANFIS based MPPT for hybrid microgrid using zebra optimization algorithm and artificial gorilla troops optimizer

MM Elymany, MA Enany, NA Elsonbaty - Energy Conversion and …, 2024 - Elsevier
This paper presents an effective hybrid renewable energy system. This system utilizes
primary energy sources represented by both photovoltaic (PV) and wind energy conversion …

Review of AI-based wind prediction within recent three years: 2021–2023

D Song, X Tan, Q Huang, L Wang, M Dong, J Yang… - Energies, 2024 - mdpi.com
Wind prediction has consistently been in the spotlight as a crucial element in achieving
efficient wind power generation and reducing operational costs. In recent years, with the …

Optimal resilient operation and sustainable power management within an autonomous residential microgrid using African vultures optimization algorithm

MH Elkholy, T Senjyu, M Elymany, MM Gamil… - Renewable Energy, 2024 - Elsevier
This paper introduces an adaptive artificial intelligence (AI)-based home energy
management system (HEMS) to mitigate the discomfort of customers and reduce operational …

[HTML][HTML] Integration and performance analysis of optimal large-scale hybrid PV and pump hydro storage system based upon floating PV for practical application

AS Irshad, GA Ludin, S Ludin, MH Elkholy… - Energy Conversion and …, 2024 - Elsevier
The widespread use of green energy sources creates a significant demand for energy
storage. Hybrid floating photovoltaic (FPV) and pumped hydro storage (PHS) represent one …

Maximizing microgrid resilience: A two-stage AI-Enhanced system with an integrated backup system using a novel hybrid optimization algorithm

MH Elkholy, M Elymany, S Ueda, IT Halidou… - Journal of Cleaner …, 2024 - Elsevier
This study focuses on the implementation of an efficient hybrid power system in two main
phases. Firstly, it aims to optimize the performance of individual renewable energy sources …

Advances in Offshore Wind

D Song, T Fan, Q Li, YH Joo - Journal of Marine Science and …, 2024 - mdpi.com
Wind energy has emerged as one of the most effective solutions to address global energy
crises and environmental degradation, owing to its clean and abundant resources [1]. In …

From Lidar Measurement to Rotor Effective Wind Speed Prediction: Empirical Mode Decomposition and Gated Recurrent Unit Solution

S Shi, Z Liu, X Deng, S Chen, D Song - Sensors, 2023 - mdpi.com
Conventional wind speed sensors face difficulties in measuring wind speeds at multiple
points, and related research on predicting rotor effective wind speed (REWS) is lacking. The …

Model-based performance study of an industrial single spool gas turbine 9EA-GT by changing the inlet guide vane angle and modifying the compressor map

A Alblawi - Frontiers in Mechanical Engineering, 2024 - frontiersin.org
In this article, an industrial gas turbine engine with a single spool (single spool 9EA-GT) is
discussed, and a thermodynamic model for computing steady-state performance is …