Assessment of Offshore Wind Resources, Based on Improved Particle Swarm Optimization

Assessment of Offshore Wind Resources, Based on Improved Particle Swarm Optimization

It is crucial to understand the characteristics of wind resources and optimize wind resources in the area that is being considered for offshore wind farm development. Based on the improved particle swarm optimization (IPSO) and the back propagation neural network (BPNN), the IPSO-BP hybrid intellige...

Full description

Bibliographic Details
Main Authors:	Jianping Zhang, Yingqi Zhu, Dong Chen
Format:	Article
Language:	English
Published:	MDPI AG 2022-12-01
Series:	Applied Sciences
Subjects:	wind resource assessment offshore wind farm improved particle swarm optimization wind power density wind speed prediction
Online Access:	https://www.mdpi.com/2076-3417/13/1/51

Similar Items

Analysis on Variation Characteristics of Offshore Wind Resources in Luchao Port
by: ZHANG Zhiwei, et al.
Published: (2022-04-01)

Winds of Change: A Study on the Resource Viability of Offshore Wind Energy in Montenegro
by: Miloš Bogdanović, et al.
Published: (2024-04-01)

Wind Farm Layout Optimization with Different Hub Heights in Manjil Wind Farm Using Particle Swarm Optimization
by: Menova Yeghikian, et al.
Published: (2021-10-01)

Potential of Offshore Wind Energy and Extreme Wind Speed Forecasting on the West Coast of Taiwan
by: Pei-Chi Chang, et al.
Published: (2015-02-01)

Optimal Power Dispatch of an Offshore Wind Farm under Generator Fault
by: Kuichao Ma, et al.
Published: (2019-03-01)

Model for evaluation of technical and economic indicators of offshore wind farms
by: D. Y. Davydov, et al.
Published: (2022-01-01)

Machine Learning Solutions for Offshore Wind Farms: A Review of Applications and Impacts
by: Masoud Masoumi
Published: (2023-09-01)

Application of deep forest algorithm incorporating seasonality and temporal correlation for wind speed prediction in offshore wind farm
by: Haipeng Fang, et al.
Published: (2024-11-01)

Improved Evaluation of The Wind Power Potential of a Large Offshore Wind Farm Using Four Analytical Wake Models
by: Mohammed Amine Hassoine, et al.
Published: (2022-02-01)

Mother–Daughter Vessel Operation and Maintenance Routing Optimization for Offshore Wind Farms Using Restructuring Particle Swarm Optimization
by: Yuanhang Qi, et al.
Published: (2024-09-01)

Summary of Technologies for the Development of Offshore Wind Power Industry in China
by: LI Zheng, et al.
Published: (2022-04-01)

Simplified Floating Wind Turbine for Real-Time Simulation of Large-Scale Floating Offshore Wind Farms
by: Thanh-Dam Pham, et al.
Published: (2021-07-01)

Complete operational voltage assessment of Shandong pilot offshore wind project
by: Deyu Cai, et al.
Published: (2023-01-01)

Surface impacts of large offshore wind farms
by: Maryam Golbazi, et al.
Published: (2022-01-01)

Minimizing the Energy Cost of Offshore Wind Farms by Simultaneously Optimizing Wind Turbines and Their Layout
by: Longfu Luo, et al.
Published: (2019-02-01)

Cable Connection Optimization for Heterogeneous Offshore Wind Farms via a Voronoi Diagram Based Adaptive Particle Swarm Optimization with Local Search
by: Yuanhang Qi, et al.
Published: (2021-01-01)

Refined Assessment Method of Offshore Wind Resources Based on Interpolation Method
by: Wenchuan Meng, et al.
Published: (2025-01-01)

Key Issues on the Design of an Offshore Wind Farm Layout and Its Equivalent Model
by: Yuan-Kang Wu, et al.
Published: (2019-05-01)

Optimal Placement of Wind Turbines in Wind Farm Layout Using Particle Swarm Optimization
by: Philip Asaah, et al.
Published: (2021-01-01)

Comparative Analysis of Offshore Wind Resources and Optimal Wind Speed Distribution Models in China and Europe
by: Yanan Chen, et al.
Published: (2025-02-01)

Approach for Installation and Logistics of a Floating Offshore Wind Farm
by: Hugo Díaz, et al.
Published: (2022-12-01)

Study on mining wind information for identifying potential offshore wind farms using deep learning
by: Jiahui Zhang, et al.
Published: (2024-08-01)

Evaluation of the Wind Potential and Optimal Design of a Wind Farm in The Arzew Industrial Zone in Western Algeria
by: Salah Marih, et al.
Published: (2020-07-01)

Development Status and Prospects of Offshore Wind Farms and It’s Key Technology
by: XU Bin, et al.
Published: (2022-04-01)

Optimal Pitch Angle Strategy for Energy Maximization in Offshore Wind Farms Considering Gaussian Wake Model
by: Javier Serrano González, et al.
Published: (2021-02-01)

Substations for offshore wind farms: a review from the perspective of the needs of the Polish wind energy sector
by: S. Robak, et al.
Published: (2018-08-01)

Improving extreme offshore wind speed prediction by using deconvolution
by: Oleg Gaidai, et al.
Published: (2023-02-01)

Offshore Wind Resources Assessment from Multiple Satellite Data and WRF Modeling over South China Sea
by: Rui Chang, et al.
Published: (2015-01-01)

Wake Loss Analysis of Offshore Wind Farm in Operation
by: LIU Sha, et al.
Published: (2019-03-01)

A Wind Farm Electrical Systems Evaluation with EeFarm-II
by: Jan Pierik, et al.
Published: (2010-03-01)

Editorial: Offshore wind energy: Modeling and measurements
by: Xiaoli Guo Larsén, et al.
Published: (2023-01-01)

A Decision-making Model for Corrective Maintenance of Offshore Wind Turbines Considering Uncertainties
by: Sathishkumar Nachimuthu, et al.
Published: (2019-04-01)

Onshore wind farms do not affect global wind speeds or patterns
by: Guoqing Li, et al.
Published: (2023-01-01)

Towards controlling the elements: Five wind turbines for a Romanian coastal Black Sea location
by: Vlad-Matia Burloiu, et al.
Published: (2021-09-01)

An Improved Power Control Approach for Wind Turbine Fatigue Balancing in an Offshore Wind Farm
by: Rongyong Zhao, et al.
Published: (2020-03-01)

Impacts of Climate Oscillation on Offshore Wind Resources in China Seas
by: Qing Xu, et al.
Published: (2022-04-01)

Offshore wind : a comprehensive guide to successful offshore wind farm installation /
by: Thomsen, Kurt E., author
Published: (2014)

Offshore wind : a comprehensive guide to successful offshore wind farm installation /
by: 522722 Thomsen, Kurt E.
Published: (c201)

The effect of acceleration coefficients in Particle Swarm Optimization algorithm with application to wind farm layout design
by: Rehman Shafiqur, et al.
Published: (2020-01-01)

Analysis and Application of Wind Speed Interpolation in Wind Farm Based on BP Neural Network Method
by: ZHENG Kan, et al.
Published: (2021-03-01)