Results 31 to 40 of about 243 (136)

An Object Detection Algorithm Based on Deep Learning and Salient Feature Fusion for Roadside Surveillance Camera

CAAI Transactions on Intelligence Technology, Volume 11, Issue 1, Page 279-295, February 2026.
Abstract In intelligent transportation systems, object detection for a surveillance video is one of the important functions. The performance of existing surveillance video object detection algorithms is affected by the conflict between the features of the objects, which leads to a decline in precision.
Yang He, Lisheng Jin, Huanhuan Wang, Xinyu Sun, Zhen Huo, Guangqi Wang   +5 more
wiley   +1 more source

Modeling and simulation of current control for permanent magnet synchronous motors based on multilayer perceptron neural networks

Xibei Gongye Daxue Xuebao
In the traditional finite control set model predictive current control(FCS-MPCC) for a permanent magnetic synchronous motor (PMSM), periodic delay caused by computational latency and hardware register update mechanisms leads to control commands lagging ...
XIAO Wei, WANG Chongwu, JIANG Mingyi
doaj   +1 more source

Performance Improvement of PMSG‐Based Wind Energy Systems via Sensorless FS‐Predictive Current Control With MRAS and MPPT‐OTC Integration

IET Electric Power Applications, Volume 20, Issue 1, January/December 2026.
This paper proposes a hybrid sensorless control strategy for a permanent magnet synchronous generator (PMSG)‐based wind energy conversion system (WECS). The approach integrates finite‐set predictive current control (FS‐PCC), a model reference adaptive system (MRAS) estimator and an optimal torque control maximum power point tracking (MPPT‐OTC) method ...
Hicham Sayhi, Amor Bourek, Abdelkarim Ammar, Ali Teta, Ahmed Chennana, Abdelaziz Rabehi, Mohamed Benghanem, Takele Ferede Agajie   +7 more
wiley   +1 more source

Adaptive Fusion Sliding Mode Control in Model Predictive Synchronization Control for Multi‐Induction Motor

IET Electric Power Applications, Volume 20, Issue 1, January/December 2026.
To address the limitations of existing synchronization control methods, which exhibit poor tracking and synchronization performance along with an inherent trade‐off that hinders effective coordination, this paper proposes an adaptive fusion sliding mode control in model predictive synchronization control (AFSMC‐MPSC) method.
Yuedou Pan, Wanqing Jiang
wiley   +1 more source

An Improved Model-Free Predictive Current Control for PMSM Drives Based on Current Circle Tracking Under Low-Speed Conditions

IEEE Access
The model predictive current control (MPCC) method for permanent magnet synchronous motor (PMSM) has been widely applied due to its quick current response. However, the performance of MPCC relies on the real-time model accuracy deeply.
Yiqi Feng, Chengning Zhang, Shengping Huang, Shuo Zhang, Jianzhen Qu, Zhaozong Li, Li Zhai, Yue Zhao   +7 more
doaj   +1 more source

An Overtaking Trajectory Planning Framework Based on Spatio‐Temporal Topology and Reachable Set Analysis Ensuring Time Efficiency

IET Intelligent Transport Systems, Volume 20, Issue 1, January/December 2026.
This paper proposes an overtaking trajectory planning framework based on spatio‐temporal topology and reachable set analysis. It introduces topological classes to describe trajectories representing different overtaking behaviours. This method improves planning efficiency and guarantees kinematic feasibility by simplifying the problem through decoupling
Wule Mao, Zhouheng Li, Entao Sun, Lei Xie, Hongye Su   +4 more
wiley   +1 more source

A Review of Model Predictive Direct Speed Control for PMSMs: Classification, Robustness and Comparative Analysis

IET Power Electronics, Volume 19, Issue 1, January/December 2026.
Model Predictive Direct Speed Control (MPDSC), which directly optimizes the rotor speed based on a predictive model, exhibits significantly superior overall performance compared with traditional cascaded controller. This paper presents the first systematic review of MPDSC methods for PMSMs.
Hao Fan, Tianzhe Yang, Baoyang Liu, Chaochen Gu, Xinping Guan   +4 more
wiley   +1 more source

An Improved Finite-Control-Set Model Predictive Current Control for IPMSM under Model Parameter Mismatches

Energies, 2021
The control performance of the finite control set model predictive current control (FCS-MPCC) for the interior permanent magnet synchronous machine (IPMSM) depends on the accuracy of the mathematical model. A novel robust model predictive current control
Zehao Lyu, Xiang Wu, Jie Gao, Guojun Tan
doaj   +1 more source

Meteorology‐Informed Coordinated Operation of Low‐Carbon Park Energy System Considering Electric Vehicle Clusters and Energy Storage

IET Smart Grid, Volume 9, Issue 1, January/December 2026.
This paper proposes a meteorology‐informed price‐based bilevel optimisation framework. The model jointly optimises economic dispatch, carbon mitigation and price coordination among multiple energy resources. ABSTRACT With the increasing integration of electric vehicles (EVs) and renewable energy in industrial parks, achieving coordinated low‐carbon ...
Honghui Zhang, Dejie Zhao, Limin Jia
wiley   +1 more source

An Improved Dual-Vector-Based Deadbeat MPCC for SPMSM With Quasi-Resonant Extended State Observer

IEEE Access
Compared to the finite control set model predictive current control (MPCC) for surface-mounted permanent magnet synchronous motor (SPMSM), dual-vector deadbeat MPCC can improve the current tracking accuracy with rarely increasing switching frequency ...
Weiyang Hou, Yiru Miao, Ruizhi He, Wu Liao, Lingyan Luo, Shoudao Huang, Yuxiaoying Tu   +6 more
doaj   +1 more source