Kaixiang Peng - Publications, H-index & Citations

彭开香 (Kaixiang Peng)

university of science and technology beijing

40H指数

364论文数

5.8K被引数

收录论文 204

发表时间

A hierarchical multi-task learning-based electrical energy consumption prediction method with application to the hot strip rolling mill process 基于层次化多任务学习的电能消耗预测方法及其在热轧带钢轧制工艺中的应用

Expert Systems with Applications

IF7.5

2026-09-02

PREAI

Kai Zhang; Zongxu Cao; Kaixiang Peng; Yibin Rui

A novel TopoCausFormer based spatio-temporal representation learning for fault diagnosis framework in complex industrial processes 基于新型TopoCausFormer的空间-时间表示学习框架，用于复杂工业过程中的故障诊断

Journal of Process Control

IF3.9

2026-07-31

PREAI

Kaixiang Peng; Jiayin Tang; Tie Li; Silvio Simani; Jie Dong

A novel performance-oriented causal graph-based fault detection and root cause diagnosis integrated framework for complex manufacturing processes 一种面向性能的基于因果图的方法检测与根本原因诊断的集成框架，用于复杂制造过程

Process Safety and Environmental Protection

IF7.8

2026-07-04

PREAI

Tie Li; Yuting Zeng; Xin Qin; Xueyi Zhang; Jie Dong; Kaixiang Peng

Dynamic Dependencies of Fault-Related Variables-Based Interpretable Fault Diagnosis Framework for Industrial Processes 基于故障相关变量动态依赖的可解释工业过程故障诊断框架

IEEE Transactions on Automation Science and Engineering

IF6.4

2026-06-15

PREAI

Liang Ma; Qikai Yang; Kaixiang Peng

Mechanism-data fusion for dynamic graph fault detection for steel rolling processes 钢轧制过程中动态图故障检测的机理-数据融合方法

Control Engineering Practice

IF4.6

2026-05-26

PREAI

Hanwen Zhang; Saimeng Li; Junhao Lv; Chi Zhang; Kaixiang Peng

A novel multi-operating-condition industrial process monitoring framework based on dual latent space decoupling and polar coordinate mapping 基于双隐空间解耦和极坐标映射的新型多工况工业过程监控框架

Measurement Science and Technology

IF3.4

2026-04-29

PREAI

Jie Dong; Qian Li; Qichun Zhang; Kaixiang Peng

Progressive multi-granularity spatio-temporal feature extraction based distributed monitoring method for large-scale manufacturing processes 基于渐进式多粒度时空特征提取的大规模制造过程分布式监测方法

Applied Soft Computing

IF6.6

2026-04-15

PREAI

Kaixiang Peng; Wenbo Zhang; Qichun Zhang; Jie Dong

Applied Soft Computing

IF6.6

2026-03-03

PREAI

Chuanfang Zhang; Zhibin Huang; Hanwen Zhang; Wenxiao Yin; Kaixiang Peng

Wavelet-guided dual-graph transformer for low-frequency oscillation detection and root cause localization in industrial processes 基于小波引导的双图变换器，用于工业过程中的低频振荡检测和根本原因定位

Canadian Journal of Chemical Engineering

IF1.9

2026-03-01

PREAI

Shahid, Muhammad Asfandyar; Qin, Xin; Zhang, Xueyi; Peng, Kaixiang

A cloud–edge–device collaboration based propagation path identification framework for faults in nonlinear dynamic industrial processes 一种基于云-边-端协作的故障在非线性动态工业过程中的传播路径识别框架

Process Safety and Environmental Protection

IF7.8

2026-02-12

PREAI

Liang Ma; Yifei Peng; Kaixiang Peng

MRS-Pyramid-TimeXer: A quality-related distributed monitoring framework for multi-rate industrial processes

Measurement

IF5.6

2026-01-30

PREAI

Jie Dong; Minjie Zhang; Qichun Zhang; Kaixiang Peng

An enhanced quality prediction method incorporating operator interventions via dual-branch feature extraction and its application to a hot strip rolling mill process

Control Engineering Practice

IF4.6

2026-01-28

PREAI

Kai Zhang; Yali Wang; Kaixiang Peng

Neurocomputing

IF6.5

2026-01-09

PREAI

Chuanfang Zhang; Wenxiao Yin; Kaixiang Peng; Xueyi Zhang

A novel cross-domain fault diagnosis method for multi-condition industrial processes based on meta-domain adaptation with progressive meta-learning 一种基于元领域自适应与渐进元学习的多工况工业过程跨域故障诊断新方法

Neural Networks

IF6.3

2026-01-08

PREAI

Xin Qin; Xuan Guo; Jie Dong; Kaixiang Peng

A novel spatio-temporal feature fusion-based fault detection method for complex industrial processes 基于时空特征融合的复杂工业过程故障检测新方法

Canadian Journal of Chemical Engineering

IF1.9

2026-01-01

PREAI

Dong, Jie; Zheng, Zilin; Peng, Kaixiang; Zhang, Qicun

Multi-Objective Reinforcement Learning for Virtual Impedance Scheduling in Grid-Forming Power Converters Under Nonlinear and Transient Loads 在非线性与暂态负载下，用于电网形成型电力转换器虚拟阻抗调度的多目标强化学习

Energies 2025, Vol. 18, Page 6621

IF3.2

2025-12-19

OAAI

Jianli Ma; Kaixiang Peng; Xin Qin; Zheng Xu

Dual-Path Federated Learning With Prototype Alignment and Dynamic Logits for Intrusion Detection Incorporating Hybrid Feature–Label Shifts 双路径联邦学习结合原型对齐和动态logits，用于融合特征-标签漂移的入侵检测

IEEE Internet of Things Journal

IF8.9

2025-12-18

PREAI

Haozhou Yuan; Xu Yang; Jingjing Gao; Jian Huang; Xian Zhou; Kaixiang Peng

Adaptive finite-time tracking control of strict-feedback nonlinear systems based on control law saturation 基于控制律饱和的严格反馈非线性系统的自适应有限时间跟踪控制

Applied Mathematics and Computation

IF3.4

2025-12-03

PREAI

Yulin Gai; Yue Sun; Ming Chen; Libing Wu; Kaixiang Peng; Huanqing Wang

Physics-informed exogenous-input embedded LSTM method for nonlinear system identification incorporating unobserved key variable 融合未观测关键变量的物理信息外生输入嵌入LSTM方法用于非线性系统辨识

Neurocomputing

IF6.5

2025-12-03

PREAI

Xu Yang; Yating Lyu; Jingjing Gao; Jian Huang; Jiarui Cui; Kaixiang Peng

A spatial-temporal fusion based nonlinear causality analysis framework for root cause diagnosis of faults in nonstationary industrial processes with asymmetric distribution 一种基于时空融合的非线性因果关系分析框架，用于非平稳工业过程中具有不对称分布的故障根本原因诊断

ISA Transactions

IF6.5

2025-11-19

PREAI

Liang Ma; Yifei Peng; Kaixiang Peng

研究方向