Review on the application of artificial intelligence methods in the control and design of offshore wind power systems

D Song, G Shen, C Huang, Q Huang, J Yang… - Journal of marine …, 2024 - mdpi.com
As global energy crises and climate change intensify, offshore wind energy, as a renewable
energy source, is given more attention globally. The wind power generation system is …

Cost-based siting and sizing of energy stations and pipeline networks in integrated energy system

Y Wang, J Wang, M Gao, D Zhang, Y Liu, Z Tan… - Energy Conversion and …, 2021 - Elsevier
Siting and sizing of energy stations (ESs) and pipeline networks (PNs) significantly influence
views on the economy of regional integrated energy system (RIES). In this paper, we present …

Effects of dispatch strategies on optimum sizing of solar-diesel-battery energy storage-RO desalination hybrid scheme by efficient heuristic algorithm

H Liu, B Wu, A Maleki - Journal of Energy Storage, 2022 - Elsevier
Dispatch strategies on optimum sizing of hybrid renewable energy systems are crucial for
attaining a cost-effective and reliable power supply. In this paper, the effects of dispatch …

Optimization of floating wind farm power collection system using a novel two-layer hybrid method

D Song, J Yan, Y Gao, L Wang, X Du, Z Xu, Z Zhang… - Applied Energy, 2023 - Elsevier
Deep-sea floating wind farms have gained significant attention in recent years, however,
their high construction and operation cost remains a notable challenge. In the floating wind …

A novel integrated optimization method of micrositing and cable routing for offshore wind farms

J He, M Ge, SD Žarković, Z Li, P Hilber - Energy, 2024 - Elsevier
In traditional wind farm planning, the design of wind turbine locations and cable layouts is
usually undertaken sequentially. However, this approach may potentially result in …

Bilevel optimization of non-uniform offshore wind farm layout and cable routing for the refined lcoe using an enhanced pso

D Zhang, Z Liu, Y Liang, C Li, J Zhang, G Hu - Ocean Engineering, 2024 - Elsevier
The development of wind power is crucial in addressing the global energy and
environmental crises. To enhance wind farm efficiency, a novel bilevel non-uniform …

Integrated layout and cable routing in wind farm optimal design

M Fischetti, M Fischetti - Management Science, 2023 - pubsonline.informs.org
We address a very important problem in offshore wind farm design, namely, the combined
optimization of the turbine location and of the connection cables required to bring the …

Offshore grid planning considering restricted areas: An evolution game approach

S Tao, F Jiang - Renewable Energy, 2024 - Elsevier
In this paper, offshore wind farm cluster transmission network planning is examined in depth,
based on the finite rational evolutionary game method. In the actual project, the game …

[HTML][HTML] A fast dimension reduction framework for large-scale topology optimization of grid-layout offshore wind farm collector systems

B Wang, X Wang, T Qian, L Ning, J Lin - International Journal of Electrical …, 2023 - Elsevier
The construction of large-scale offshore wind farms faces the difficulty of solving the
optimization problem of collector systems. Due to its NP-hard feature, this problem cannot be …

考虑混搭风电机组的海上风电场集电线路拓扑动态优化方法

罗正亮, 刘怀西, 张敏, 苗得胜 - 分布式能源, 2023 - epjournal.csee.org.cn
随着海上风电朝着深远海, 大型化的方向发展, 市场上风电机组的迭代速度加快,
而海上风电场整体开发周期长, 与风电机组的机型研发速度不相匹配, 故在海上风电场的开发 …