Load prediction of residential areas based on biological immuno-optimized support vector machine algorithm

WANG Kun; ZHANG Li; ZHAO Xueming; GAN Zhiyong; WANG Sen; TIAN He

doi:10.16136/j.joel.2024.08.0788

Journal of Optoelectronics · Laser, Volume. 35, Issue 8, 836(2024)

Load prediction of residential areas based on biological immuno-optimized support vector machine algorithm

WANG Kun¹, ZHANG Li¹, ZHAO Xueming², GAN Zhiyong¹, WANG Sen¹, and TIAN He^3、*

Author Affiliations

¹State Grid Tianjin Electric Power Research Institute, Tianjin 300384, China

²State Grid Tianjin Chengdong Electric Power Supply Company, Tianjin 300250, China

³School of Mechanical Engineering, Tianjin University of Technology, Tianjin 300384, China

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WANG Kun, ZHANG Li, ZHAO Xueming, GAN Zhiyong, WANG Sen, TIAN He. Load prediction of residential areas based on biological immuno-optimized support vector machine algorithm[J]. Journal of Optoelectronics · Laser, 2024, 35(8): 836

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Paper Information

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Received: Nov. 19, 2022

Accepted: Dec. 13, 2024

Published Online: Dec. 13, 2024

The Author Email: TIAN He (tianhe@tjut.edu.cn)

DOI:10.16136/j.joel.2024.08.0788

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology