
研究方向:深度学习,多目标优化。目前已发表SCI论文10篇,其中第一作者发表SCI二区以上论文4篇。联系邮箱:xiaoyanglu@fjmu.edu.cn
代表性论文
[1] Lu X, Lin P, Cheng S, Lin Y, Chen Z, Wu L, Zheng Q. Fault diagnosis for photovoltaic array based on convolutional neural network and electrical time series graph[J]. Energy Conversion and Management, 2019, 196: 950-965.
[2] Lu X, Lin P, Cheng S, Fang G, He X, Chen Z, Wu L. Fault diagnosis model for photovoltaic array using a dual-channels convolutional neural network with a feature selection structure[J]. Energy Conversion and Management, 2021, 248: 114777.
[3] Lu X, Lin Y, Lin P, He X, Fang G, Cheng S, Chen Z, Wu L. Efficient fault diagnosis approach for solar photovoltaic array using a convolutional neural network in combination of generative adversarial network under small dataset[J]. Solar Energy, 2023, 253: 360-374.
[4] Lu X. Day-ahead photovoltaic power forecasting using hybrid K-Means++ and improved deep neural network[J]. Measurement, 2023, 220: 113208.
