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  • Suche: "data-driven modeling"

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1

Modeling and Prediction for Cement Clinker Compressive Strength by Using an Optimized SVR Based on Integrated Feature Selection
Yang, S. ; Shan, S. ; Jiao, W. ; et al.
IEEE Transactions on Industrial Informatics IEEE Trans. Ind. Inf. Industrial Informatics, IEEE Transactions on. 22(2):1141-1152 Feb, 2026

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2

Physics-Informed Data-Driven Modeling of HVAC Systems: A Systematic Analysis
Nguyen, N.T. ; Nguyen, B. ; Nghiem, T.X.
IEEE Access Access, IEEE. 14:6481-6500 2026

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3

Modeling and Simulation of Hydrogen Fuel Cell BOP Components Driven by Small-Sample Data
Liu, Jianguo ; Zhao, Pan ; Wang, Zixiang ; et al.
2025 6th International Symposium on New Energy and Electrical Technology (ISNEET) New Energy and Electrical Technology (ISNEET), 2025 6th International Symposium on. :47-53 Dec, 2025

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4

Engineering a Privacy-Aware Federated Deep Ranking Framework for Personalized Electric Vehicle Recommendation Systems
R, Arul Jose ; Raj, A. Ferminus ; Kumar, P. Munish ; et al.
2025 5th International Conference on Evolutionary Computing and Mobile Sustainable Networks (ICECMSN) Evolutionary Computing and Mobile Sustainable Networks (ICECMSN), 2025 5th International Conference on. :1888-1895 Nov, 2025

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5

Data-Driven Koopman-MPC for Single-Joint Flexible Manipulators: Modeling and Trajectory Tracking
Ning, Zihao ; She, Jinhua ; Kawata, Seiichi
IECON 2025 – 51st Annual Conference of the IEEE Industrial Electronics Society IEEE Industrial Electronics Society, IECON 2025 – 51st Annual Conference of the. :1-6 Oct, 2025

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6

Hybrid Data-Physics-Driven Modeling Method for Real-Time Simulation of Cascaded Power Electronics Systems
Gao, C. ; Wu, P. ; Xu, J. ; et al.
IEEE Transactions on Power Electronics IEEE Trans. Power Electron. Power Electronics, IEEE Transactions on. 41(3):3666-3680 Mar, 2026

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7

Digital Twin Synthetic Dataset for Bearing Fault Diagnosis in Industrial Spindles
Zeynivand, M. ; Kermansaravi, A. ; Vahedi, H. ; et al.
IEEE Access Access, IEEE. 14:29369-29386 2026

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8

Semi-Supervised Data Distillation for Deep Soft Sensing in Industrial Cyber-Physical Systems
Ge, Z. ; Zheng, J. ; Sun, L.
IEEE Transactions on Industrial Cyber-Physical Systems Trans. Ind. Cyb-Phy. Sys. Industrial Cyber-Physical Systems, IEEE Transactions on. 4:129-136 2026

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9

Self-Modified Dynamic Domain Adaptation for Industrial Soft Sensing
Yang, Z. ; Gao, W. ; Chen, G. ; et al.
IEEE Transactions on Automation Science and Engineering IEEE Trans. Automat. Sci. Eng. Automation Science and Engineering, IEEE Transactions on. 23:4679-4692 2026

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10

Deep Bilinear Koopman Model for Real-Time Vehicle Control in Frenet Frame
Abtahi, M. ; Araghi, F.M. ; Mojahed, N. ; et al.
IEEE Access Access, IEEE. 14:22601-22617 2026

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12

Data-Efficient and Predefined-Time Stable Control for Continuum Robots
Yu, P. ; Liang, Z. ; Tan, N.
IEEE Transactions on Robotics IEEE Trans. Robot. Robotics, IEEE Transactions on. 42:382-399 2026

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13

Concentration Inequalities for Semidefinite Least Squares Based on Data
Fabiani, F. ; Simonetto, A.
IEEE Signal Processing Letters IEEE Signal Process. Lett. Signal Processing Letters, IEEE. 33:326-330 2026

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14

A Game-Theoretical Framework for Safe Decision Making and Control of Mixed Autonomy Vehicles
Chen, M. ; Li, B. ; Zhang, S. ; et al.
IEEE Transactions on Intelligent Transportation Systems IEEE Trans. Intell. Transport. Syst. Intelligent Transportation Systems, IEEE Transactions on. 27(1):1338-1351 Jan, 2026

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15

Blending Data and Knowledge for Process Industrial Modeling Under Riemannian Preconditioned Bayesian Framework
Chen, Z. ; Zhang, Y. ; Zhang, O. ; et al.
IEEE Transactions on Knowledge and Data Engineering IEEE Trans. Knowl. Data Eng. Knowledge and Data Engineering, IEEE Transactions on. 38(1):82-95 Jan, 2026

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16

Data-Driven Position Estimation and Sensorless Control of PMSM Drive in Low-Speed Region
Shim, J. ; Park, B.R. ; Kim, M. ; et al.
IEEE Transactions on Industry Applications IEEE Trans. on Ind. Applicat. Industry Applications, IEEE Transactions on. 62(1):1103-1116 Jan, 2026

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17

IT2-ENFIS: Interval Type-2 Exclusionary Neuro-Fuzzy Inference System, an Attempt Toward Trustworthy Regression Learning
Xue, C. ; Gao, J. ; Gu, Z.
IEEE Transactions on Artificial Intelligence IEEE Trans. Artif. Intell. Artificial Intelligence, IEEE Transactions on. 7(1):347-361 Jan, 2026

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18

Adaptive Sparse Regression for Data-Driven Modeling and Control of Grid-Connected DFIG Wind Turbines
Zhang, Z. ; Khazaei, J. ; Blum, R.S.
IEEE Transactions on Industrial Electronics IEEE Trans. Ind. Electron. Industrial Electronics, IEEE Transactions on. 72(12):13418-13429 Dec, 2025

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19

Data-Driven Koopman Operator-Based Modeling of Three-Phase Inverters for Electric Drive Systems
El-Hussieny, Haitham
2025 26th International Middle East Power Systems Conference (MEPCON) Middle East Power Systems Conference (MEPCON), 2025 26th International. :1-6 Dec, 2025

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20

Electronic Signal Acquisition and Data-Driven Bending Performance Mapping of Negative Poisson’s Ratio Honeycomb Beams using Intelligent Image Sensors
Liu, Xiaomei ; Jiang, Xu
2025 6th International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS) IoT Based Control Networks and Intelligent Systems (ICICNIS), 2025 6th International Conference on. :533-539 Dec, 2025

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