复杂地形和特殊环境下机组运行数据集

本数据集主要面向课题一“2021YFB1506901-基于复杂地形及特殊环境的高效率高可靠风电机组优化设计方法研究”中“特殊环境下高效率高可靠风电机组优化设计”研究。该数据集是基于典型风电场观测站等设备产生。数据记录了机组在正常工况下的部件载荷、运行状态、发电性能及外部环境参数，同时包含通过专业认证的风电仿真软件生成的动力学仿真结果。数据集主要由正常工况载荷数据、机组运行状态数据、仿真数据及相关的专题技术报告、测试方案与测试报告构成，总数据量约69.6MB。该数据为评估风电机组在特殊环境下的发电性能、结构可靠性等提供了关键依据，对提升机组环境适应性和运行经济性具有重要支撑作用。This dataset is primarily targeted at the research sub-topic "Optimal Design of High-Efficiency and High-Reliability Wind Turbines Under Special Environments" under Project 1 "2021YFB1506901 - Research on Optimal Design Methods for High-efficiency and High-reliability Wind Turbines Based on Complex Terrain and Special Environments". This dataset is generated using data collected from typical wind farm observation stations and other related equipment. The data records component loads, operational states, power generation performance, and external environmental parameters of the wind turbine units under normal operating conditions, and also includes dynamic simulation results generated by professionally certified wind power simulation software. The dataset is mainly composed of normal operating condition load data, unit operational status data, simulation data, as well as relevant specialized technical reports, test plans and test reports, with a total data volume of approximately 69.6 MB. This dataset provides critical evidence for evaluating the power generation performance, structural reliability and other relevant aspects of wind turbines under special environments, and plays a significant supporting role in enhancing the environmental adaptability and operational economy of the units.

搜集汇总

背景与挑战

背景概述

该数据集由金风科技股份有限公司创建，服务于国家重点研发计划项目'大功率新型陆上风电机组技术攻关及应用示范'中的课题研究，专注于复杂地形和特殊环境下风电机组的优化设计。数据集包含机组在正常工况下的部件载荷、运行状态、发电性能、外部环境参数以及动力学仿真结果，总数据量约69.6MB，格式多样，旨在为评估风电机组在特殊环境下的发电性能和结构可靠性提供关键数据支撑，以提升机组的环境适应性和运行经济性。