1. A data-driven approach to anomaly detection and vulnerability dynamic analysis for large-scale integrated energy systems. (15th April 2021) Authors: Zhang, Li; Su, Huai; Zio, Enrico; Zhang, Zhien; Chi, Lixun; Fan, Lin; Zhou, Jing; Zhang, Jinjun Journal: Energy conversion and management Issue: Volume 234(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. A deep reinforcement learning-based method for predictive management of demand response in natural gas pipeline networks. (10th February 2022) Authors: Fan, Lin; Su, Huai; Zio, Enrico; Chi, Lixun; Zhang, Li; Zhou, Jing; Liu, Zhe; Zhang, Jinjun Journal: Journal of cleaner production Issue: Volume 335(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. A method for the multi-objective optimization of the operation of natural gas pipeline networks considering supply reliability and operation efficiency. (5th December 2019) Authors: Su, Huai; Zio, Enrico; Zhang, Jinjun; Li, Xueyi; Chi, Lixun; Fan, Lin; Zhang, Zongjie Journal: Computers & chemical engineering Issue: Volume 131(2019) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. A systematic data-driven Demand Side Management method for smart natural gas supply systems. (1st April 2019) Authors: Su, Huai; Zio, Enrico; Zhang, Jinjun; Chi, Lixun; Li, Xueyi; Zhang, Zongjie Journal: Energy conversion and management Issue: Volume 185(2019) Page Start: 368 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. A systematic framework for the assessment of the reliability of energy supply in Integrated Energy Systems based on a quasi-steady-state model. (15th January 2023) Authors: Chi, Lixun; Su, Huai; Zio, Enrico; Qadrdan, Meysam; Zhou, Jing; Zhang, Li; Fan, Lin; Yang, Zhaoming; Xie, Fei; Zuo, Lili; Zhang, Jinjun Journal: Energy Issue: Volume 263:Part B(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. A systematic method for the analysis of energy supply reliability in complex Integrated Energy Systems considering uncertainties of renewable energies, demands and operations. (10th September 2020) Authors: Su, Huai; Zio, Enrico; Zhang, Jinjun; Li, Zhenlin; Wang, Haifeng; Zhang, Fang; Chi, Lixun; Fan, Lin; Wang, Wei Journal: Journal of cleaner production Issue: Volume 267(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. An integrated, systematic data-driven supply-demand side management method for smart integrated energy systems. (15th November 2021) Authors: Su, Huai; Chi, Lixun; Zio, Enrico; Li, Zhenlin; Fan, Lin; Yang, Zhe; Liu, Zhe; Zhang, Jinjun Journal: Energy Issue: Volume 235(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Data-driven reliability assessment method of Integrated Energy Systems based on probabilistic deep learning and Gaussian mixture Model-Hidden Markov Model. (August 2021) Authors: Chi, Lixun; Su, Huai; Zio, Enrico; Qadrdan, Meysam; Li, Xueyi; Zhang, Li; Fan, Lin; Zhou, Jing; Yang, Zhaoming; Zhang, Jinjun Journal: Renewable energy Issue: Volume 174(2021) Page Start: 952 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Integrated Deterministic and Probabilistic Safety Analysis of Integrated Energy Systems with bi-directional conversion. (1st December 2020) Authors: Chi, Lixun; Su, Huai; Zio, Enrico; Zhang, Jinjun; Li, Xueyi; Zhang, Li; Fan, Lin; Zhou, Jing; Bai, Hua Journal: Energy Issue: Volume 212(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗