PDF
Full
Outline
In view of the declining performance of wind turbines, it is of great significance to construct a set of objective, comprehensive and accurate dynamic modeling methods of wind turbine power generation performance for the identification of equipment operating conditions, operation and maintenance, and assessment of gridconnected performance. This paper establishes a framework for modeling the power generation performance of wind turbines, and establishes a hierarchical "inputoutput" index system for wind turbine power generation performance based on three types of criteria, namely, wind resource characteristics, output characteristics and operation characteristics; and utilizes the fuzzy hierarchical clustering analysis method and fusion data characterization method to construct a subjective and objective combination of multiindicator empowerment scheme, and constructs an absolute performance evaluation model for the power generation performance of the turbine. The absolute performance evaluation model of power generation performance is constructed; the relative power generation performance scale evaluation model of wind turbine is constructed by using the data inclusion analysis method to characterize the operation efficiency of the turbine; the information entropy and temporal degree are introduced to calculate the dynamic timesequence weighting matrix, so as to realize the dynamic evaluation of absolute and relative performance of wind turbine, and to analyze the operation condition and evolution trend; the operation data of wind turbine in a wind farm verify the effectiveness and reasonableness of the proposed system. A case study of wind turbine operation data from a wind farm verifies the effectiveness and rationality of the proposed system.
PDF
343
174
| 科 Family | 属数 Number of genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) | 属 Genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) |
|---|---|---|---|---|---|---|
| 鹅膏菌科Amanitaceae | 2 | 11 | 5.26 | 鹅膏菌属 Amanita | 10 | 4.78 |
| 小菇科 Mycenaceae | 2 | 12 | 5.74 | 丝盖伞属 Inocybe | 5 | 2.39 |
| 多孔菌科 Polyporaceae | 8 | 14 | 6.70 | 蜡蘑属 Laccaria | 5 | 2.39 |
| 红菇科 Russulaceae | 3 | 23 | 11.00 | 小皮伞属 Marasmius | 6 | 2.87 |
| 小菇属 Mycena | 11 | 5.26 | ||||
| 光柄菇属 Pluteus | 5 | 2.39 | ||||
| 红菇属 Russula | 17 | 8.13 | ||||
| 栓菌属 Trametes | 5 | 2.39 |
关闭全屏
No. 86 Xueyuan South Road, Haidian District, Beijing
010-62199257
qkjq@cast.org.cn
Copyright © 2025 China Association for Science and Technology. All rights reserved. For all open access content, the relevant licensing terms apply.
Sponsored by the Office of the Leading Group for Cybersecurity and Informatization of CAST, and supported by Science and Technology Review Publishing House
