长柔叶片气动-结构-载荷多级多精度一体化设计平台开发数据集

本研究在完成“长柔叶片气动-结构-载荷多级多精度一体化设计平台”开发及150米级叶片优化设计的同时，系统性地收集、整理并构建了本数据集。数据集完整涵盖了从概念级参数化建模、截面属性与性能快速评估、多目标优化迭代，到详细级有限元建模与高精度校核的全链路数据。具体包括参数化输入文件、优化过程与Pareto前沿、极限与疲劳载荷时序、高保真应力应变场、模态振型等多元数据类型。本数据集涵盖了长柔叶片设计平台的开发方法、超长柔叶片设计的关键参数及验证结果，为大型风力发电机组叶片的高效设计提供了数据支撑，对推动风电产业高质量发展，加速行业智能化升级具有重要意义。数据集共包括x个数据文件，其中：(1) 长柔叶片气动-结构-载荷多级多精度一体化设计平台技术报告.zip 是技术报告，数据量6.63MB；(2) 长柔叶片气动-结构-载荷多级多精度一体化设计平台开发支撑数据.zip 是平台开发与验证过程的支撑数据，数据量1.36GB，主要包括1.概念级参数化建模数据，2.截面属性与性能数据，3.多目标优化数据，4.有限元建模数据，5.有限元分析与校核数据；(3) 代表性知识产权.zip 是代表性知识产权的关键数据，数据量8.80MB。

This study systematically collected, organized, and constructed this dataset while completing the development of the Multi-level and multi-fidelity integrated design platform for aerodynamic-structural-load analysis of long-flexible blades and the optimal design of 150-meter-scale blades. This dataset fully covers the full-chain data from conceptual parametric modeling, rapid assessment of section properties and performance, multi-objective optimization iteration, to detailed finite element modeling and high-precision verification. Specifically, it includes multiple types of data such as parametric input files, optimization processes and Pareto fronts, extreme and fatigue load time series, high-fidelity stress and strain fields, and modal shapes. This dataset covers the development methods of the long-flexible blade design platform, key parameters for ultra-long flexible blade design, and verification results, providing data support for the efficient design of large wind turbine blades, and is of great significance for promoting the high-quality development of the wind power industry and accelerating the intelligent upgrading of the industry. The dataset includes a total of x data files, as follows: (1) 长柔叶片气动-结构-载荷多级多精度一体化设计平台技术报告.zip is a technical report with a data size of 6.63 MB; (2) 长柔叶片气动-结构-载荷多级多精度一体化设计平台开发支撑数据.zip is the supporting data for the platform development and verification process, with a data size of 1.36 GB, which mainly includes: 1. Conceptual parametric modeling data, 2. Section property and performance data, 3. Multi-objective optimization data, 4. Finite element modeling data, 5. Finite element analysis and verification data; (3) 代表性知识产权.zip contains key data of representative intellectual property, with a data size of 8.80 MB.

搜集汇总

背景与挑战

背景概述

该数据集是为开发'长柔叶片气动-结构-载荷多级多精度一体化设计平台'及优化150米级叶片而构建的，涵盖了从参数化建模、性能评估、多目标优化到有限元校核的全过程数据，包括输入文件、优化结果、载荷时序和应力应变场等。它旨在支持大型风力发电机组叶片的高效设计，推动风电产业智能化升级，数据量达1.37GB，包含45个文件。数据集由中国科学院工程热物理研究所创建，属于风能领域的核心资源。