| Author(s) | Paper Title | Paper Details (journal name, publication year, volume, issue numbers, pages/paper number) |
|---|---|---|
| Zheng P.*, Xia L.Q., Li C.X., Li X.Y.**, Liu B.F. | Towards Self-X Cognitive Manufacturing Network: An Industrial Knowledge Graph-Based Multi-Agent Reinforcement Learning Approach |
Journal of Manufacturing Systems, 2021, 61: 16-26. |
| Qu, J., Li, M., He, C.*, Zhang, B.,Chen, Q., Ren, J. | Deciphering the Optimal Exergy Field In Closed-wet Cooling Towers Using Bi-level Reduced-order Models |
Energy, 2021, 121766. |
| Chen, Z., Lu, Z., Zhang, B., Chen, Q., He, C.*, Yu, H.*, Ren, J. | Stochastic optimization-based approach for simultaneous process design and HEN synthesis of tightly-coupled RO-ORC-HI systems under seasonal uncertainty |
Chemical Engineering Science 2021, 246, 116961-116974. |
| Y Ouyang, W Zong, J Wang, Z Xu, L Mo, F Lai, ZL Xu, YE Miao, T Liu | Multi-scale uniform Li regulation triggered by tunable electric field distribution on oxygenfunctionalized porous framework for flexible Li-S full batteries |
Energy Storage Mater. 2021, 42:68-77 |
| Y Fu, X Guo, ZL Xu, G Zhao, C Xu, Y Zhu and LM Zhou. | Nanostructure-Mediated Phase Evolution in Lithiation/Delithiation of Co3O4 |
ACS Appl. Mater. Interface 2021, 13.24, 28171-28280. |
| Lin, R.#, Man, Y. ^, Lee, C.K.M., Ji, P., Ren, J*. | Comparative sustainability efficiency measurement of energy storages under uncertainty: An innovative framework based on interval SBM model |
Journal of Energy Storage, 2021, 40, 102808-102820. |
| Liu, C.*, Zheng, P., & Xu, X. | Digitalisation and servitisation of machine tools in the era of Industry 4.0: a review. |
International Journal of Production Research, 2021, 1-33. |
| Xia L. Q., Zheng P.*, Huang X., Liu C. | A novel hypergraph convolution network-based approach for predicting the material removal rate in chemical mechanical planarization |
Journal of Intelligent Manufacturing, 2021 |
| Li, X., Zheng, P.*, Bao, J., Gao, L., Xu, X. | Achieving cognitive mass personalization via the self-X cognitive manufacturing network: An industrial-knowledge-graph-and graph-embeddingenabled pathway |
Engineering, 2021 |
| Wang, Z., Wen, H., Su, Y., Shen, W.*, Ren, J., Ma, Y., Li, J. | Insights into Ensemble Learning-based Data-Driven Model for Safety-Related Property of Chemical Substances |
Chemical Engineering Science, 2021, 248, 117219. |
Journal Papers of RIAM
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