Mingxi Ai - Publications, H-index & Citations

Mingxi Ai

yunnan university

13H指数

37论文数

443被引数

收录论文 17

发表时间

Adaptive temporal sparse manifold representation for reliable fault detection in multimode industrial processes 自适应时域稀疏流形表示用于多模态工业过程可靠故障检测

Control Engineering Practice

IF4.6

2026-09-09

PREAI

Hancheng Wang; Peng Li; Mingxi Ai; Chuangyan Yang; Jiande Wu

Noise-Robust Contrastive Ensemble Learning for Flotation Process Monitoring

Chemometrics and Intelligent Laboratory Systems

IF3.8

2026-01-23

PREAI

Mingxi Ai; Jin Zhang; Zhaohui Tang; Yongfang Xie

Adaptive chemical industrial processes fault detection model based on Sparse Filtering-based Improved Mixed-Gaussian Probabilistic Principal Component Analysis considering low-probability events 基于稀疏滤波改进的混合高斯概率主成分分析、考虑低概率事件的适应性化工过程故障检测模型

Engineering Applications of Artificial Intelligence

IF8

2025-09-19

PREAI

Chuangyan Yang; Jiande Wu; Peng Li; Xun Lang; Mingxi Ai; Hancheng Wang

Semi-supervised contrastive learning for flotation process monitoring with uncertainty-aware prototype optimization 半监督对比学习用于浮选过程监测，并具有不确定性感知的原型优化

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

IF8

2025-04-01

PREAI

Ai, Mingxi; Zhang, Jin; Li, Peng; Wu, Jiande; Tang, Zhaohui; Xie, Yongfang

Forward Selection Component Variable and Dynamic Inner Manifold Learning for Process Monitoring 前向选择组件变量与动态内流形学习用于过程监控

IEEE Transactions on Instrumentation and Measurement

IF5.9

2025-01-01

PREAI

Hancheng Wang; Peng Li; Jiande Wu; Mingxi Ai; Chuangyan Yang

Domain Knowledge Distillation and Supervised Contrastive Learning for Industrial Process Monitoring

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2023-09-01

PREAI

Ai, Mingxi; Xie, Yongfang; Ding, Steven X. X.; Tang, Zhaohui; Gui, Weihua

Semisupervised Contrastive Memory Network for Industrial Process Working Condition Monitoring

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2023-01-01

PREAI

Tang, Zhaohui; Zhang, Jin; Xie, Yongfang; Ding, Steven X.; Ai, Mingxi

Generative adversarial network-based image-level optimal setpoint calculation for flotation reagents control

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-07-01

PREAI

Zhang, Jin; Tang, Zhaohui; Xie, Yongfang; Ai, Mingxi; Gui, Weihua

Disturbance-Encoding-Based Neural Hammerstein-Wiener Model for Industrial Process Predictive Control

ieee transactions on cybernetics

IF8.7

2022-01-01

PREAI

Zhang, Jin; Tang, Zhaohui; Xie, Yongfang; Li, Fanbiao; Ai, Mingxi; Zhang, Guoyong; Gui, Weihua

Visual Perception-Based Fault Diagnosis in Froth Flotation Using Statistical Approaches

TSINGHUA SCIENCE AND TECHNOLOGY

IF3.5

2021-04-01

OAAI

Zhang, Jin; Tang, Zhaohui; Xie, Yongfang; Ai, Mingxi; Gui, Weihua

Data-driven adaptive modeling method for industrial processes and its application in flotation reagent control

ISA TRANSACTIONS

IF6.5

2021-02-01

PREAI

Zhang, Jin; Tang, Zhaohui; Xie, Yongfang; Ai, Mingxi; Zhang, Guoyong; Gui, Weihua

Two-Stream Deep Feature-Based Froth Flotation Monitoring Using Visual Attention Clues

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2021-01-01

PREAI

Ai, Mingxi; Xie, Yongfang; Tang, Zhaohui; Zhang, Jin; Gui, Weihua

Convolutional memory network-based flotation performance monitoring

MINERALS ENGINEERING

IF5

2020-06-01

PREAI

Zhang, Jin; Tang, Zhaohui; Xie, Yongfang; Ai, Mingxi; Gui, Weihua

Timed key-value memory network for flotation reagent control

CONTROL ENGINEERING PRACTICE

IF4.6

2020-05-01

PREAI

Zhang, Jin; Tang, Zhaohui; Xie, Yongfang; Chen, Qing; Ai, Mingxi; Gui, Weihua

Shape-weighted bubble size distribution based reagent predictive control for the antimony flotation process

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2019-09-01

PREAI

Ai, Mingxi; Xie, Yongfang; Xie, Shiwen; Gui, Weihua

Data-driven-based adaptive fuzzy neural network control for the antimony flotation plant

JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

IF3.7

2019-08-01

PREAI

Ai, Mingxi; Xie, Yongfang; Xie, Shiwen; Li, Fanbiao; Gui, Weihua

Nonlinear modeling of the relationship between reagent dosage and flotation froth surface image by Hammerstein-Wiener model

MINERALS ENGINEERING

IF5

2018-05-01

PREAI

Zhang, Jin; Tang, Zhaohui; Ai, Mingxi; Gui, Weihua

研究方向