Data-Driven Neural Dynamic Modeling and Residual-Based Fault Classification for TRMS Diagnosis

Authors: Iureva, Radda, Konovalov, Dmitry, Margun, Daria

Source: 2026 International Russian Automation Conference (RusAutoCon) Russian Automation Conference (RusAutoCon), 2026 International. :629-634 Sep, 2026

Relation: 2026 International Russian Automation Conference (RusAutoCon)

Data-Driven Modeling of Smart Power Cell Dynamics at the Transmission System Interconnection

Authors: Hakim, Azizul, Mallek, Amin, Miller, Markus, Myrzik, Johanna, Buskens, Christof

Source: 2026 International Conference on Smart Energy Systems and Technologies (SEST) Smart Energy Systems and Technologies (SEST), 2026 International Conference on. :1-6 Sep, 2026

Relation: 2026 International Conference on Smart Energy Systems and Technologies (SEST)

Data-Driven Modeling of Solar Photovoltaic Capacity in EU Countries and Ukraine Based on Panel Time Series Analysis

Authors: Dziubanovska, Nataliia, Hural, Dmytro

Source: 2026 16th International Conference on Advanced Computer Information Technologies (ACIT) Advanced Computer Information Technologies (ACIT), 2026 16th International Conference on. :194-200 Sep, 2026

Relation: 2026 16th International Conference on Advanced Computer Information Technologies (ACIT)

Optimization of Thermal Efficiency in Internal Combustion Engines using Data-Driven Modeling

Authors: Basith, Mohammed Abdul, Prasad, Srinivasa Daya, Ahmed, M. B. Niyaz, B R, Harish, Nidamanuri, Sreenivasa Babu, Arumuganainar, Rajalingam

Source: 2026 4th International Conference on Sustainable Computing and Smart Systems (ICSCSS) Sustainable Computing and Smart Systems (ICSCSS), 2026 4th International Conference on. :465-470 Jul, 2026

Relation: 2026 4th International Conference on Sustainable Computing and Smart Systems (ICSCSS)

Data-Driven Modeling for Fault Detection in a Solar Thermal Concentrator

Authors: Moghaddam, Fariba, Amrani, Jessye, Khanghah, Mohsen Salimi

Source: 2026 International Conference on Control, Automation and Diagnosis (ICCAD) Control, Automation and Diagnosis (ICCAD), 2026 International Conference on. :1-6 Jul, 2026

Relation: 2026 International Conference on Control, Automation and Diagnosis (ICCAD)

Physical Feature Augmentation for Data-Driven Modeling of Axial Flow Fans in Thermal Power Plants

Authors: Zhang, Zheng, Wang, Jiandong, Sun, Yuan, Wang, Tao, Liu, Shujie

Source: 2026 2nd International Conference on Smart Energy and Smart Grid (SESG) Smart Energy and Smart Grid (SESG), 2026 2nd International Conference on. :214-217 Jun, 2026

Relation: 2026 2nd International Conference on Smart Energy and Smart Grid (SESG)

Data-Driven Estimation of Vinnicombe Metric

Authors: Guerrero, Margarita A., 1992-, Author, Sandberg, Henrik, 1976-, Author, Rojas, Cristian R., 1980-, Author

Contributors: Guerrero, Margarita A., 1992-, Author, Sandberg, Henrik, 1976-, Author, Rojas, Cristian R., 1980-, Author

Source: IEEE Control Systems Letters. 10:1105-1110

Subject Terms: Data-driven modeling, robust control, system identification

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-385344
https://doi.org/10.1109/LCSYS.2026.3703773

Process- and data-based modeling of flow-driven uplift pressures in water tunnels

Authors: Li, Shicheng, 1992-, Author, Yang, James, adj prof, Author

Contributors: Li, Shicheng, 1992-, Author, Yang, James, adj prof, Author

Source: Journal of Hydroinformatics. 28(5):518-540

Subject Terms: computational fluid dynamics, data-driven modeling, offset crack, uplift, water tunnel

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-383820
https://doi.org/10.2166/hydro.2026.188

An Exemplar of a Digital Twin in Mechanical Engineering: Understanding Model Hybridization

Authors: Datongnon, Mahussi, LeJeune, Hubert, Jus, Yoann, Combemale, Benoit, Deantoni, Julien

Source: Proceedings of the ACM/IEEE 29th International Conference on Model Driven Engineering Languages and Systems. :490-494

Availability: http://dl.acm.org/doi/10.1145/3837062.3839089

Uncovering Insights of Compound Flooding with Data-Driven AI

Authors: Zheng, Xu, Lin, Chaohao, Chen, Sipeng, Chen, Zhuomin, Shi, Jimeng, Obeysekera, Jayantha, Ni, Jingchao, Cheng, Wei, Liu, Jason, Luo, Dongsheng

Source: Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2. :13032-13043

Availability: http://dl.acm.org/doi/10.1145/3770855.3818951

Ensemble Data-Centric Process Monitoring Based on Self-Training Random Subspace PCA Model

Authors: Zheng, J., Zhou, L., Lyu, Y., Ye, L., Ge, Z., Yao, L.

Source: IEEE Transactions on Industrial Informatics IEEE Trans. Ind. Inf. Industrial Informatics, IEEE Transactions on. 22(10):8708-8718 Oct, 2026

Rapid Hotspot Temperature Prediction of Magnetic Couplers in WPT Systems via a Simulation-Based Data-Driven Model

Authors: Ma, J., Dong, S., Wei, B., He, J., Yao, Y.

Source: IEEE Transactions on Power Electronics IEEE Trans. Power Electron. Power Electronics, IEEE Transactions on. 41(10):18756-18768 Oct, 2026

Nonparametric Control Koopman Operators

Authors: Bevanda, P., Driessen, B., Iacob, L.C., Sosnowski, S., Toth, R., Hirche, S.

Source: IEEE Transactions on Automatic Control IEEE Trans. Automat. Contr. Automatic Control, IEEE Transactions on. 71(10):6624-6639 Oct, 2026

A Data-Driven Framework for Modeling Non-Idealities in Analog In-Memory Computing Hardware

Authors: Vasilopoulos, A., Kersting, B., Buchel, J., Sebastian, A., Le Gallo, M.

Source: IEEE Journal on Emerging and Selected Topics in Circuits and Systems IEEE J. Emerg. Sel. Topics Circuits Syst. Emerging and Selected Topics in Circuits and Systems, IEEE Journal on. 16(3):699-709 Sep, 2026

Deception in Learning of Leader–Follower Games

Authors: John, V.M., Vamvoudakis, K.G.

Source: IEEE Transactions on Automatic Control IEEE Trans. Automat. Contr. Automatic Control, IEEE Transactions on. 71(9):5981-5996 Sep, 2026

Toward Intrinsically Calibrated Uncertainty Quantification in Industrial Data-Driven Models via Diffusion Sampler

Authors: Ma, Y., Le Ny, J., Chen, Z., Song, Z.

Source: IEEE Transactions on Industrial Informatics IEEE Trans. Ind. Inf. Industrial Informatics, IEEE Transactions on. 22(8):6811-6822 Aug, 2026

Multilevel Feature Fusion and Nonparametric Detection of Furnace Temperature States in Municipal Solid Waste Incineration Systems

Authors: Cui, C., Yao, J., Xia, H.

Source: IEEE Transactions on Industrial Informatics IEEE Trans. Ind. Inf. Industrial Informatics, IEEE Transactions on. 22(8):7541-7552 Aug, 2026

Robust Data-Driven Model Predictive Control With Soft Constrained Strategy

Authors: Wu, X., Han, W., Li, X., Han, H., Qiao, J.

Source: IEEE Transactions on Systems, Man, and Cybernetics: Systems IEEE Trans. Syst. Man Cybern, Syst. Systems, Man, and Cybernetics: Systems, IEEE Transactions on. 56(8):4700-4713 Aug, 2026

Learning to Twin Wireless Channels: Conditional Synthesis for UAV-to-Vehicle Communication

Authors: Liu, R., Xiong, L., Fei, D., Li, C., Shen, L., Tan, X.

Source: IEEE Open Journal of Antennas and Propagation IEEE Open J. Antennas Propag. Antennas and Propagation, IEEE Open Journal of. 7(4):1200-1214 Aug, 2026

Data-Driven Dynamic Multiobjective Optimization With Response to Stochastic Changes for Municipal Solid Waste Incineration Process

Authors: Qiao, J., Huang, W., Meng, X.

Source: IEEE Transactions on Evolutionary Computation IEEE Trans. Evol. Computat. Evolutionary Computation, IEEE Transactions on. 30(4):1615-1629 Aug, 2026