Search Results - "Zhang, Zhanyao"

Wavelet Decomposition and Convolutional LSTM Networks Based Improved Deep Learning Model for Solar Irradiance Forecasting by Wang, Fei, Yu, Yili, Zhang, Zhanyao, Li, Jie, Zhen, Zhao, Li, Kangping

“…Solar photovoltaic (PV) power forecasting has become an important issue with regard to the power grid in terms of the effective integration of large-scale PV…”
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Deep Learning Based Surface Irradiance Mapping Model for Solar PV Power Forecasting Using Sky Image by Zhen, Zhao, Liu, Jiaming, Zhang, Zhanyao, Wang, Fei, Chai, Hua, Yu, Yili, Lu, Xiaoxing, Wang, Tieqiang, Lin, Yuzhang

“…With the increase of solar photovoltaic (PV) penetration in power system, the impact of random fluctuation of PV power on the secure operation of power grid…”
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Generative adversarial networks and convolutional neural networks based weather classification model for day ahead short-term photovoltaic power forecasting by Wang, Fei, Zhang, Zhanyao, Liu, Chun, Yu, Yili, Pang, Songling, Duić, Neven, Shafie-khah, Miadreza, Catalão, João P.S.

“…•The augment of solar irradiance dataset is achieved via the proposed model.•Classification performance can be improved through using the augmented…”
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Deep Learning Based Irradiance Mapping Model for Solar PV Power Forecasting Using Sky Image by Wang, Fei, Zhang, Zhanyao, Chai, Hua, Yu, Yili, Lu, Xiaoxing, Wang, Tieqiang, Lin, Yuzhang

“…The entrenched instability of solar power output throttles its further integration into power grids worldwide. Thus the precise solar power forecasting (SPF)…”
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基于知识图谱与SCD文件的智能变电站二次检修安全措施自动生成技术研究 by 俞伊丽, 张展耀, 接晓霞, 甄钊, 戴涛, 李康平

“…智能站采用光纤传递数字和模拟信号,使常规站基于"短电流、断电压、拆跳闸"方式的二次安全措施理论不再适用于智能站.为解决传统人工拟票方式编制效率低、错误率高等问题,提出基于知识图谱与智能变电站配置描述文件(substation configuration…”
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Application of Fault Analysis Model Based on Multimodal Data in Intelligent Operation and Maintenance of Island Photovoltaic by Gan, Chun, Zhang, Yinxian, Zhang, Zhanyao

“…With the increasing global energy demand and the severity of environmental issues, photo- voltaic power generation has received increasing attention as a clean…”
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