1. A novel and effective nonlinear interpolation virtual sample generation method for enhancing energy prediction and analysis on small data problem: A case study of Ethylene industry. (15th March 2018) Authors: He, Yan-Lin; Wang, Ping-Jiang; Zhang, Ming-Qing; Zhu, Qun-Xiong; Xu, Yuan Journal: Energy Issue: Volume 147(2018) Page Start: 418 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. A novel prediction intervals method integrating an error & self-feedback extreme learning machine with particle swarm optimization for energy consumption robust prediction. (1st December 2018) Authors: Xu, Yuan; Zhang, Mingqing; Ye, Liangliang; Zhu, Qunxiong; Geng, Zhiqiang; He, Yan-Lin; Han, Yongming Journal: Energy Issue: Volume 164(2018) Page Start: 137 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. A novel robust ensemble model integrated extreme learning machine with multi-activation functions for energy modeling and analysis: Application to petrochemical industry. (1st November 2018) Authors: Zhang, Xiao-Han; Zhu, Qun-Xiong; He, Yan-Lin; Xu, Yuan Journal: Energy Issue: Volume 162(2018) Page Start: 593 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. An improved extreme learning machine integrated with nonlinear principal components and its application to modeling complex chemical processes. (5th February 2018) Authors: Zhu, Qun-Xiong; Wang, Xiao; He, Yan-Lin; Xu, Yuan Journal: Applied thermal engineering Issue: Volume 130(2018) Page Start: 745 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Energy modeling and saving potential analysis using a novel extreme learning fuzzy logic network: A case study of ethylene industry. (1st March 2018) Authors: Zhu, Qun-Xiong; Zhang, Chen; He, Yan-Lin; Xu, Yuan Journal: Applied energy Issue: Volume 213(2018) Page Start: 322 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Energy modeling using an effective latent variable based functional link learning machine. (1st November 2018) Authors: Zhang, Xiao-Han; Zhu, Qun-Xiong; He, Yan-Lin; Xu, Yuan Journal: Energy Issue: Volume 162(2018) Page Start: 883 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. First-principles investigation on diffusion mechanism of alloying elements in dilute Zr alloys. (1st August 2018) Authors: Lu, Hai-Jin; Wu, Henry; Zou, Nan; Lu, Xiao-Gang; He, Yan-Lin; Morgan, Dane Journal: Acta materialia Issue: Volume 154(2018) Page Start: 161 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗