Search Results - "Data-driven method"

Modeling and Optimizing Winding Arrangement for Gapped Planar Magnetics based on Artificial Neural Network

Cao, Hanqing, Sanusi, Bima Nugraha, Ouyang, Ziwei

2025 IEEE Applied Power Electronics Conference and Exposition (APEC)

MagNetX: Foundation Neural Network Models for Simulating Power Magnetics in Transient

Wang, Shukai, Kwon, Hyukjae, Li, Haoran, Elasser, Youssef, Kang, Gyeong-Gu, Zhou, Daniel, Grigoryan, Davit, Chen, Minjie

2025 IEEE Applied Power Electronics Conference and Exposition (APEC)

Transforming Conventional Waveform Measurements Into Synchro-Waveforms: A Data-Driven Method for Event Signature Alignment and Synchronization Operator Estimation

Ye, Z., Mohsenian-Rad, H.

High-Resolution Real-Time Power Systems State Estimation: A Combined Physics-Embedded and Data-Driven Perspective

Hu, J., Wang, Q., Ye, Y., Tang, Y.

Fault Diagnosis for Electric Drives Using Averagely Pooled and Downsampled Data Fusion on Embedded Systems

Shim, J., Cheol Lim, G., Lee, S., Ha, J.

From Static and Dynamic Perspectives: A Survey on Historical Data Benchmarks of Control Performance Monitoring

Song, Pengyu, Wang, Jie, Zhao, Chunhui, Huang, Biao

Accurate State of Health Estimation of Battery System Based on Multistage Constant Current Charging and Behavior Analysis in Real-World Electric Vehicles

She, C., Shen, Y., Bin, G., Hong, J., Peng, Y.

PGCS: Physical Law Embedded Generative Cloud Synthesis in Remote Sensing Images

Xu, L., Li, H., Shen, H., Lei, M., Jiang, T.

A Multi-Task Learning-Based Approach for Power System Short-Term Voltage Stability Assessment With Missing PMU Data

Li, Q., Ren, C., Zhang, R., Xu, Y.

Fabrication-Specific Simulation of Mn-Zn Ferrite Core-Loss for Machine Learning-Based Surrogate Modeling With Limited Experimental Data

Choi, M., Park, S., Jang, E., Ouk, M., Park, K., Lee, S., Noh, G.

Data-Driven Incipient Ageing Location for Underground Power Distribution System Informed by Common-Mode Voltage Distribution

Wu, Y., Zhang, Q., Wei, Z., Zhang, P.

Data-Driven Methods Applied to Soft Robot Modeling and Control: A Review

Chen, Z., Renda, F., Le Gall, A., Mocellin, L., Bernabei, M., Dangel, T., Ciuti, G., Cianchetti, M., Stefanini, C.

Data-Driven Modeling of Wind Farm Power and Revenue Generation

Karp, Ivan, Qin, Chris

2024 IEEE International Conference on Big Data (BigData)

A Data-Driven Approach to Payload Heave Motion Prediction Under Irregular Waves

Zhu, Mingda, Han, Peihua, Landsverk, Ronny, Bjerke Strandene, Jan Christian, Hagen, Daniel, Zhou, Jing

2024 IEEE 3rd Industrial Electronics Society Annual On-Line Conference (ONCON)

Modified ResGated Graph Convolutional Network-Based Power Flow Calculation

Huang, Wenqi, Hou, Jiaxuan, Liu, Haixin, Huang, Zhen, Li, Fan, Wang, Ying, Zhao, Zibin, Xu, Pengyue

2024 Boao New Power System International Forum - Power System and New Energy Technology Innovation Forum (NPSIF)

A Data-Driven Method for Ship Collision Risk Detection in Heavy Traffic Waters

Lv, Haoran, Mou, Junmin, Zhang, Liang, Li, Mengxia, Chen, Pengfei

2024 14th International Conference on Information Science and Technology (ICIST)

Machine Learning-Based Control of Dual-Sourcing Inventory Systems

Neghab, Davood Pirayesh, Li, Shijie, Cevik, Mucahit, Wahab, M. I. M.

2024 34th International Conference on Collaborative Advances in Software and COmputiNg (CASCON)

On Synchro-Waveform Data Analytics for High Impedance Fault Identification in Distribution Networks

Shen, Taolue, Ma, Hui, Ekanayake, Chandima, Jiang, Hanjun

2024 IEEE PES 16th Asia-Pacific Power and Energy Engineering Conference (APPEEC)

Research on Inertia Evaluation Method for Large Receiving-End Power Systems under the Background of New Power System

Xia, Shu, Zhang, Yuan, Zhang, Feifei, Yang, Fan

2024 3rd International Conference on Smart Grids and Energy Systems (SGES)

Position Estimation and Sensorless Control of PMSM Using Neural Network in Low-Speed Region

Shim, Jaehoon, Kim, Minha, Park, Byung Ryang, Ha, Jung-Ik

2024 IEEE Energy Conversion Congress and Exposition (ECCE)