PHOTOVOLTAIC ARRAY FAULT DIAGNOSIS METHOD BASED ON IMPROVED RANDOM FOREST ALGORITHM

• 1. 一种基于改进随机森林算法的光伏阵列故障诊断方法 [P] . 中国专利： CN109039281A . 2018-12-18
• 2. 一种基于随机森林算法的光伏阵列故障诊断方法 [P] . 中国专利： CN109150104A . 2019-01-04
• 3. METHOD OF DIAGNOSING FAULTS IN PHOTOVOLTAIC ARRAYS, BASED ON AN IMPROVED RANDOM FOREST ALGORITHM [P] . 俄罗斯专利： RU2734017C1 . 2020-10-12

  机译： 基于改进的随机森林算法的光伏阵列故障诊断方法

• 4. Photovoltaic array fault diagnosis method based on random forest algorithm [P] . US11114977B2 . 2021-09-07

  机译： 基于随机林算法的光伏阵列故障诊断方法

• 5. RANDOM FOREST ALGORITHM-BASED PHOTOVOLTAIC ARRAY FAULT DIAGNOSIS METHOD [P] . 世界知识产权组织专利： WO2020029344A1 . 2020-02-13

  机译： 基于随机森林算法的光伏阵列故障诊断方法

• 1. A rapid classification method of aluminum alloy based on laser-induced breakdown spectroscopy and random forest algorithm [J] . Liuyang ZHAN, Xiaohong MA, Weiqi FANG, 等离子体科学和技术（英文版） . 2019,第003期
• 2. A Roller Bearing Fault Diagnosis Method Based on Improved LMD and SVM [J] . 程军圣, 史美丽, 杨宇, 测试科学与仪器：英文版 . 2011,第001期
• 3. A fault diagnosis method for photovoltaic arrays based on fault parameters identification [J] . Li Yuanliang, Ding Kun, Zhang Jingwei, Renewable energy . 2019,第DECa期
• 4. Random forest based intelligent fault diagnosis for PV arrays using array voltage and string currents [J] . Chen Zhicong, Han Fuchang, Wu Lijun, Energy Conversion & Management . 2018,第DECa期
• 5. Fault diagnosis of photovoltaic array based on deep belief network optimized by genetic algorithm [J] . Caixia Tao, Xu Wang, Fengyang Gao, Chinese Journal of Electrical Engineering . 2020,第3期
• 6. Fault Diagnosis Method of Photovoltaic Array Based on Random Forest Algorithm [C] . Sizhe Gong, Xunhao Wu, Ziwen Zhang Chinese Control Conference . 2020
• 7. Probabilistic inference via sum-product algorithms on binary pairwise Gibbs random fields with applications to multiple fault diagnosis . [D] . Le, Tung. 2010
• 8. Photovoltaic Array Fault Diagnosis Based on Gaussian Kernel Fuzzy C-Means Clustering Algorithm [O] . Shengyang Liu, Lei Dong, Xiaozhong Liao, 2019
• 9. An intelligent fault diagnosis method for PV arrays based on an improved rotation forest algorithm [O] . Fuchang Han, Zhicong Chen, Lijun Wu, 2019
• 10. Investigation of candidate data structures and search algorithms to support a knowledge based fault diagnosis system [R] . Bosworth, Edward L., Jr. 1987

• 1. Improved Bearing Fault Diagnosis by Feature Extraction Based on GLCM, Fusion of Selection Methods, and Multiclass-Na#239;ve Bayes Classification [J] . Mireille Pouyap ,Laurent Bitjoka ,Etienne Mfoumou . 信号与信息处理(英文) . 2021,第4期
• 2. MOOC Learner’s Final Grade Prediction Based on an Improved Random Forests Method [J] . Yuqing Yang ,Peng Fu ,Xiaojiang Yang . 计算机、材料和连续体(英文) . 2020,第12期
• 3. A Performance Fault Diagnosis Method for SaaS Software Based on GBDT Algorithm [J] . Kun Zhu ,Shi Ying ,Nana Zhang . 计算机、材料和连续体(英文) . 2020,第3期
• 4. 基于改进模糊支持向量机的自主故障诊断方法研究 [C] . Yanjuan Zhu ,朱延娟 ,Shuangwu Shi . 第十届海峡两岸航空航天学术研讨会 . 2016
• 5. 基于支持向量机的光伏阵列故障诊断方法研究 [A] . 王俊杰 . 2020