Jialin Zheng
Jialin Zheng
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Power Electronics
Physics-Embedded Neural ODEs for Sim2Real Edge Digital Twins of Hybrid Power Electronics Systems
PENODE enhances edge digital twins for power electronics by unifying event-based switching and physics-informed neural modeling, enabling efficient and interpretable real-time control on FPGA.
Jialin Zheng
,
Haoyu Wang
,
Yangbin Zeng
,
Di Mou
,
Xin Zhang
,
Hong Li
,
Sergio Vazquez
,
Leopoldo G. Franquelo
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DOI
Neural Substitute Solver for Efficient Edge Inference of Power Electronic Hybrid Dynamics
NSS enables fast, low-cost edge inference of hybrid PES dynamics by replacing traditional solvers with parallel-friendly neural networks, achieving 23× speedup and 60% resource savings.
Jialin Zheng
,
Haoyu Wang
,
Yangbin Zeng
,
Han Xu
,
Di Mou
,
Hong Li
,
Sergio Vazquez
,
Leopoldo G. Franquelo
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DOI
Cognitive Digital Twins-Based Model Predictive Control for High-Frequency Power Converters
This paper presents a cognitive digital twin (CDT) framework for high-frequency power converters, integrating advanced state estimation with model predictive control (MPC) to enhance performance and efficiency.
Jialin Zheng
,
Haoyu Wang
,
Yangbin Zeng
,
Han Xu
,
Di Mou
,
Hong Li
,
Jose Rodriguez
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DOI
Adaptive Synchronization Interface With Key-Frame Prediction Method for Accelerating Power Electronics Co-Simulation
The co-simulation is becoming increasingly popular in the analysis and design of power electronic systems (PESs). However, effectively …
Weicheng Liu
,
Zhengming Zhao
,
Yangbin Zeng
,
Jialin Zheng
,
Han Xu
,
Bochen Shi
,
Di Mou
,
Hong Li
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DOI
Numerical Derivative-Based Flexible Integration Algorithm for Power Electronic Systems Simulation Considering Nonlinear Components
Simulation is an efficient tool in the design and control of power electronic systems. However, quick and accurate simulation of them …
Han Xu
,
Bochen Shi
,
Zhujun Yu
,
Jialin Zheng
,
Zhengming Zhao
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DOI
MPSoC-Based Dynamic Adjustable Time-Stepping Scheme With Switch Event Oversampling Technique for Real-Time HIL Simulation of Power Converters
A DAT+SEO scheme boosts HIL simulation accuracy 42× and reduces memory use by 90% through adaptive step-sizing and precise switching event prediction.
Jialin Zheng
,
Yangbin Zeng
,
Zhengming Zhao
,
Weicheng Liu
,
Han Xu
,
Haoyu Wang
,
Di Mou
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DOI
Real-Time Digital Mapped Method for Sensorless Multitimescale Operation Condition Monitoring of Power Electronics Systems
This article presents a real-time digital mapped (RTDM) method for sensorless multitimescale operation condition monitoring in power electronics systems using FPGA simulators. The RTDM method can monitor variables on the switching period timescale to the system transient timescale, providing a more comprehensive and visual analysis of their operation.
Yangbin Zeng
,
Jialin Zheng
,
Zhengming Zhao
,
Weicheng Liu
,
Shiqi Ji
,
Hong Li
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DOI
FPGA-based Real-Time X-in-the-loop Simulation Testbench for Dynamic Wireless Power Transfer System with Stochastic and Nonlinear Inductance
An FPGA-based X-in-the-loop simulation testbench for dynamic wireless power transfer systems, addressing stochastic and nonlinear inductance behaviors.
Jialin Zheng
,
Yangbin Zeng
,
Han Xu
,
Kainan Chen
,
Weicheng Liu
,
Yunjie Gu
,
Zhengming Zhao
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DOI
Accurate Time-segmented Loss Model for SiC MOSFETs in Electro-thermal Multi-Rate Simulation
Compared with silicon (Si) power devices, Silicon carbide (SiC) devices have the advantages of fast switching speed and low …
Jialin Zheng
,
Zhengming Zhao
,
Han Xu
,
Weicheng Liu
,
Yangbin Zeng
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DOI
Mechanism Segmentation Transient Model of SiC MOSFETs for Multi-rate Electro-thermal Simulation
This paper presents a transient loss model for SiC MOSFET and SiC Schottky barrier diode (SBD) switching pairs, simplifying transient process analysis through time segmentation. An electro-thermal simulation calculates junction temperature and updates parameters via the loss model and thermal network model. Experimental validation with the CREE CMF20120D SiC MOSFET confirms model accuracy, with parameters extractable from the device datasheet for practical design.
Jialin Zheng
,
Yangbin Zeng
,
Weicheng Liu
,
Haoyu Wang
,
Han Xu
,
Di Mou
,
Zhengming Zhao
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DOI
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