Novel manifold learning based virtual sample generation for optimizing soft sensor with small data.

Zhang, Xiao-Han; Xu, Yuan; He, Yan-Lin; Zhu, Qun-Xiong

Zhang, Xiao-Han; Xu, Yuan; He, Yan-Lin; Zhu, Qun-Xiong.

Afiliación

Zhang XH; College of Information Science & Technology, Beijing University of Chemical Technology, Beijing, 100029, China; Engineering Research Center of Intelligent PSE, Ministry of Education of China, Beijing 100029, China.
Xu Y; College of Information Science & Technology, Beijing University of Chemical Technology, Beijing, 100029, China; Engineering Research Center of Intelligent PSE, Ministry of Education of China, Beijing 100029, China.
He YL; College of Information Science & Technology, Beijing University of Chemical Technology, Beijing, 100029, China; Engineering Research Center of Intelligent PSE, Ministry of Education of China, Beijing 100029, China. Electronic address: heyl@mail.buct.edu.cn.
Zhu QX; College of Information Science & Technology, Beijing University of Chemical Technology, Beijing, 100029, China; Engineering Research Center of Intelligent PSE, Ministry of Education of China, Beijing 100029, China. Electronic address: zhuqx@mail.buct.edu.cn.

ISA Trans ; 109: 229-241, 2021 Mar.

Article en En | MEDLINE | ID: mdl-33070985

Palabras clave

Industrial processes; Manifold learning; Small data; Soft sensor; Virtual sample generation

Texto completo

Añadir a Mi BVS

Imprimir

XML

PubMed Links

Buscar en Google

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Prognostic_studies Idioma: En Revista: ISA Trans Año: 2021 Tipo del documento: Article País de afiliación: China Pais de publicación: Estados Unidos

Texto completo

Añadir a Mi BVS

Imprimir

XML

PubMed Links

Buscar en Google