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基于留一交叉验证法的支持向量机负荷建模参数辨识方法

open access: yesGaoya dianqi
负荷建模在电力系统的运行和控制方面扮演着至关重要的角色,找到一种有效、可靠的负荷建模参数辨识优化方法具有重要的实际意义。文中利用支持向量机(support vector machine,SVM)方法对电力系统负荷进行建模研究,通过高斯径向基函数作为核函数,选择支持向量机模型的基础结构。在模型辨识过程中,以PMU实测电流、电压以及相角数据作为输入变量,以有功功率和无功功率作为输出变量。基于测量的负荷建模方法使用留一交叉验证法(leave-one-out cross-validation,LOOCV ...
邢超, 王朋林, 何鑫, 邓灿
doaj  

[Development of a surface electromyography index system for orofacial muscles and validation of a discriminant model in unilateral molar occlusal interference]. [PDF]

open access: yesBeijing Da Xue Xue Bao Yi Xue Ban
Li W   +11 more
europepmc   +1 more source

[Research progress on the causes of pain in knee osteoarthritis]. [PDF]

open access: yesZhongguo Xiu Fu Chong Jian Wai Ke Za Zhi
Wei N, Zheng Z.
europepmc   +1 more source

[Effects of cold atmosphere plasma treatment on the biological behavior of human gingival fibroblasts]. [PDF]

open access: yesBeijing Da Xue Xue Bao Yi Xue Ban
Zheng M   +7 more
europepmc   +1 more source

[How I treat vasovagal syncope in children]. [PDF]

open access: yesZhongguo Dang Dai Er Ke Za Zhi
Zou RM, Wang C.
europepmc   +1 more source

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