Method and system for predicting a day-ahead wind power of wind farms

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12159245
APP PUB NO 20230136352A1
SERIAL NO

17652681

Stats

ATTORNEY / AGENT: (SPONSORED)

Importance

Loading Importance Indicators... loading....

Abstract

See full text

A method for predicting a day-ahead wind power of wind farms, comprising: constructing a raw data set based on a correlation between the to-be-predicted daily wind power, the numerical weather forecast meteorological feature and a historical daily wind power; obtaining a clustered data set and performing k-means clustering, obtaining a raw data set with cluster labels, and generating massive labeled scenes based on robust auxiliary classifier generative adversarial networks; determining the cluster label category of the to-be-predicted day based on the known historical daily wind power and numerical weather forecast meteorological feature, and screening out multiple scenes with high similarity to the to-be-predicted daily wind power based on the cluster label category; and obtaining the prediction results of the to-be-predicted daily wind power at a plurality of set times based on an average value, an upper limit value and a lower limit value of the to-be-predicted daily wind power.

Loading the Abstract Image... loading....

First Claim

See full text

Family

Loading Family data... loading....

Patent Owner(s)

Patent OwnerAddress
STATE GRID CORPORATION OF CHINA100031 NO 86 WEST CHANG'AN AVENUE BEIJING XICHENG DISTRICT MUNICIPAL DISTRICT BEIJING CITY 100031
NORTHEAST ELECTRIC POWER UNIVERSITYNO 169 CHANGCHUN ROAD FUNAYING DISTRICT JILIN 132013
ECONOMIC AND TECHNOLOGICAL RESEARCH INSTITUTE OF STATE GRID LIAONING ELECTRIC POWER CO LTDNO 183-1 WENCUI ROAD SHENHE DISTRICT SHENYANG LIAONING PROVINCE 110015

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Cheng, Mengzeng Liaoning, CN 1 0
Gao, Jing Liaoning, CN 158 900
Hou, Yixin Liaoning, CN 10 69
Huang, Nantian Jilin, CN 1 0
Ji, Xing Liaoning, CN 27 40
Li, Hua Liaoning, CN 440 4134
Li, Jinqi Liaoning, CN 24 3
Liu, Kai Liaoning, CN 775 7219
Liu, Yutong Liaoning, CN 11 5
Lv, Xuming Liaoning, CN 1 0
Man, Linkun Liaoning, CN 1 0
Pan, Xiao Liaoning, CN 16 77
Shang, Wenying Liaoning, CN 1 0
Song, Zhuoran Liaoning, CN 1 0
Wang, Zongyuan Liaoning, CN 11 11
Xu, Xilin Liaoning, CN 7 7
Yang, Bo Liaoning, CN 650 5069
Yang, Fangyuan Liaoning, CN 1 0
Yang, Haifeng Liaoning, CN 16 43
Yang, Suo Liaoning, CN 1 0
Zhang, Mingli Liaoning, CN 11 9
Zhang, Na Liaoning, CN 248 911
Zhao, Lin Liaoning, CN 123 822

Cited Art Landscape

Load Citation

Patent Citation Ranking

Forward Cite Landscape

Load Citation

Maintenance Fees

Fee Large entity fee small entity fee micro entity fee due date
3.5 Year Payment $1600.00 $800.00 $400.00 Jun 3, 2028
7.5 Year Payment $3600.00 $1800.00 $900.00 Jun 3, 2032
11.5 Year Payment $7400.00 $3700.00 $1850.00 Jun 3, 2036
Fee Large entity fee small entity fee micro entity fee
Surcharge - 3.5 year - Late payment within 6 months $160.00 $80.00 $40.00
Surcharge - 7.5 year - Late payment within 6 months $160.00 $80.00 $40.00
Surcharge - 11.5 year - Late payment within 6 months $160.00 $80.00 $40.00
Surcharge after expiration - Late payment is unavoidable $700.00 $350.00 $175.00
Surcharge after expiration - Late payment is unintentional $1,640.00 $820.00 $410.00