[HTML][HTML] A comprehensive study of renewable energy sources: Classifications, challenges and suggestions

TZ Ang, M Salem, M Kamarol, HS Das, MA Nazari… - Energy Strategy …, 2022 - Elsevier
Renewable energy (RE) is the key element of sustainable, environmentally friendly, and cost-
effective electricity generation. An official report by International Energy Agency (IEA) states …

Tackling climate change with machine learning

D Rolnick, PL Donti, LH Kaack, K Kochanski… - ACM Computing …, 2022 - dl.acm.org
Climate change is one of the greatest challenges facing humanity, and we, as machine
learning (ML) experts, may wonder how we can help. Here we describe how ML can be a …

A practical guide to multi-objective reinforcement learning and planning

CF Hayes, R Rădulescu, E Bargiacchi… - Autonomous Agents and …, 2022 - Springer
Real-world sequential decision-making tasks are generally complex, requiring trade-offs
between multiple, often conflicting, objectives. Despite this, the majority of research in …

Recent advances of wind-solar hybrid renewable energy systems for power generation: A review

P Roy, J He, T Zhao, YV Singh - IEEE Open Journal of the …, 2022 - ieeexplore.ieee.org
A hybrid renewable energy source (HRES) consists of two or more renewable energy
sources, suchas wind turbines and photovoltaic systems, utilized together to provide …

Grid integration challenges of wind energy: A review

SD Ahmed, FSM Al-Ismail, M Shafiullah… - Ieee …, 2020 - ieeexplore.ieee.org
The strengthening of electric energy security and the reduction of greenhouse gas
emissions have gained enormous momentum in previous decades. The integration of large …

Power system inertia estimation: Review of methods and the impacts of converter-interfaced generations

B Tan, J Zhao, M Netto, V Krishnan, V Terzija… - International Journal of …, 2022 - Elsevier
Understanding and quantifying the inertia of power systems with the integration of converter-
interfaced generation (CIG) plays an essential role in the safe transition to a future low …

A state-of-the-art review on modern and future developments of AGC/LFC of conventional and renewable energy-based power systems

K Peddakapu, MR Mohamed, P Srinivasarao… - Renewable Energy …, 2022 - Elsevier
This paper presents a comprehensive literature review and an up-to-date bibliography on
automatic generation control (AGC)/load frequency control (LFC) of interconnected power …

Review of frequency regulation requirements for wind power plants in international grid codes

L Li, D Zhu, X Zou, J Hu, Y Kang… - … and Sustainable Energy …, 2023 - Elsevier
The system inertia is gradually decreasing and frequency security issues are becoming
more prominent with the increasing penetration of wind power. To ensure the safety and …

State of the art perturb and observe MPPT algorithms based wind energy conversion systems: A technology review

HHH Mousa, AR Youssef, EEM Mohamed - International Journal of …, 2021 - Elsevier
To cope with the stochastic wind nature, it is essential to harvest the maximum power by the
wind energy conversion system (WECS). Therefore, this article presents an overview of the …

Recent advances in experimental and numerical methods for dynamic analysis of floating offshore wind turbines—An integrated review

A Subbulakshmi, M Verma, M Keerthana… - … and Sustainable Energy …, 2022 - Elsevier
Over the past decade, there has been rapid increase in the offshore wind turbine
installations. The future installations will see a progression from shallow to deep waters. It …