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Ocean wave energy is a source of renewable energy that has gained much attention for its potential to contribute significantly to meeting the global energy demand. In this research, we investigate the problem of maximising the energy…

神经与进化计算 · 计算机科学 2019-07-09 Mehdi Neshat , Bradley Alexander , Nataliia Sergiienko , Markus Wagner

Wave energy technologies have the potential to play a significant role in the supply of renewable energy on a world scale. One of the most promising designs for wave energy converters (WECs) are fully submerged buoys. In this work, we…

神经与进化计算 · 计算机科学 2020-07-07 Mehdi Neshat , Bradley Alexander , Markus Wagner

Floating hybrid wind-wave systems combine offshore wind platforms with wave energy converters (WECs) to create cost-effective and reliable energy solutions. Adequately designed and tuned WECs are essential to avoid unwanted loads disrupting…

Renewable energy, such as ocean wave energy, plays a pivotal role in addressing the tremendous growth of global energy demand. It is expected that wave energy will be one of the fastest-growing energy resources in the next decade, offering…

神经与进化计算 · 计算机科学 2019-12-09 Mehdi Neshat , Bradley Alexander , Nataliia Sergiienko , Markus Wagner

Ocean wave energy is one of the latest renewable energy resources, projected to be commercialized and competitive with other energy technologies in the near future. However, wave energy technologies are not fully developed, so various…

Achieving carbon neutrality, a key focus of UN SDG #13, drives the exploration of wave energy, a renewable resource with the potential to generate 30,000 TWh of clean electricity annually, surpassing global demand. However, wave energy…

A promising direction towards reducing the levelized cost of energy for wave energy converter (WEC) farms is to improve their performance. WEC design studies generally focus on a single design domain (e.g., geometry, control, or layout) to…

系统与控制 · 电气工程与系统科学 2024-05-27 Saeed Azad , Suraj Khanal , Daniel R. Herber , Gaofeng Jia

This paper presents an auto-optimization control framework for wave energy converters (WECs) to maximize energy generation under unknown and changing ocean conditions. The proposed control framework consists of two levels. The high-level…

系统与控制 · 电气工程与系统科学 2025-07-08 Siyang Tang , Wen-Hua Chen , Cunjia Liu

This work presents a new computational optimization framework for the robust control of parks of Wave Energy Converters (WEC) in irregular waves. The power of WEC parks is maximized with respect to the individual control damping and…

最优化与控制 · 数学 2023-08-31 Marco Gambarini , Gabriele Ciaramella , Edie Miglio , Tommaso Vanzan

Water distribution system design is a challenging optimisation problem with a high number of search dimensions and constraints. In this way, Evolutionary Algorithms (EAs) have been widely applied to optimise WDS to minimise cost subject…

神经与进化计算 · 计算机科学 2019-09-12 Mehdi Neshat , Bradley Alexander , Angus Simpson

This paper tackles the short-term hydro-power unit commitment problem in a multi-reservoir system - a cascade-based operation scenario. For this, we propose a new mathematical modelling in which the goal is to maximize the total energy…

Recently, many evolutionary computation methods have been developed to solve the feature selection problem. However, the studies focused mainly on small-scale issues, resulting in stagnation issues in local optima and numerical instability…

神经与进化计算 · 计算机科学 2021-10-28 Xubin Wang , Yunhe Wang , Ka-Chun Wong , Xiangtao Li

Wave energy is a broadly accessible renewable energy source, but principally it is not unexploited still and fully developed. Wave energy technologies need more investigations to reach commercial developments. In this paper, an array of…

应用物理 · 物理学 2020-07-29 Erfan Amini , Danial Golbaz , Fereidoun Amini

Hybrid optimization algorithms have gained popularity as it has become apparent there cannot be a universal optimization strategy which is globally more beneficial than any other. Despite their popularity, hybridization frameworks require…

神经与进化计算 · 计算机科学 2013-03-15 Hassan A. Bashir , Richard S. Neville

This paper proposes a novel real-time algorithm for controlling wave energy converters (WECs). We begin with the economic model predictive control (MPC) problem formulation and apply a novel, first-order optimization algorithm inspired by…

系统与控制 · 电气工程与系统科学 2025-09-09 Simone Pirrera , Nicolas Faedo , Sophie M. Fosson , Diego Regruto

Wave energy converters (WECs) are a promising candidate for meeting the increasing energy demands of today's society. It is known that the sizing and power take-off (PTO) control of WEC devices have a major impact on their performance. In…

系统与控制 · 电气工程与系统科学 2023-08-15 Saeed Azad , Daniel R. Herber

The amount of power generated by a wave farm depends on the Wave Energy Converter (WEC) arrangement along with the usual wave conditions. Therefore, forming the appropriate arrangement of WECs in an array is an important factor in…

信号处理 · 电气工程与系统科学 2020-11-30 Bhavana Burramukku

In evolutionary multiobjective optimization, effectiveness refers to how an evolutionary algorithm performs in terms of converging its solutions into the Pareto front and also diversifying them over the front. This is not an easy job,…

神经与进化计算 · 计算机科学 2022-10-26 Yani Xue , Miqing Li , Xiaohui Liu

A wave energy converter (WEC) similar to the CETO system developed by Carnegie Clean Energy is considered for design optimisation. This WEC is able to absorb power from heave, surge and pitch motion modes, making the optimisation problem…

神经与进化计算 · 计算机科学 2020-01-27 Nataliia Y. Sergiienko , Mehdi Neshat , Leandro S. P. da Silva , Bradley Alexander , Markus Wagner

In this paper, the dynamic constrained optimization problem of weights adaptation for heterogeneous epidemic spreading networks is investigated. Due to the powerful ability of searching global optimum, evolutionary algorithms are employed…

神经与进化计算 · 计算机科学 2024-12-20 Yun Feng , Bing-Chuan Wang
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