Jia-Lin Kang

National Chung Cheng University

H指数:17

被引数:838

个人简介

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教育背景

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工作经历

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荣誉奖项

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Root cause diagnosis in industrial processes via multi-time scale Granger causality analysis

工业过程中基于多时间尺度格兰杰因果分析的根因诊断

Journal of the Taiwan Institute of Chemical Engineers

IF6.3

2026-04-240

PRE

Individual parameterized transformer-based deep Q-network for efficient industrial 2d exact guillotine cutting scheduling

基于个体参数化的Transformer的深度Q网络，用于高效工业2D精确锯齿切割调度

Applied Soft Computing

IF6.6

2025-12-230

PRE

Granger causality analysis using error correction model for root cause diagnosis in non-stationary industrial processes

基于误差修正模型的格兰杰因果分析在非平稳工业过程中的根本原因诊断

Journal of the Taiwan Institute of Chemical Engineers

IF6.3

2025-07-150

PRE

Handling Domain Drift and Unknown Fault Detection in Rotating Machinery Using Few-Shot Learning With Data Scaling

INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING

IF3.8

2024-11-120

PRE

Deep learning model predictive control of a high-density polyethylene reactor with a physics-guided sequence-to-sequence model with memory

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2024-10-010

PRE

Sequence-to-sequence digital twin model in chemical plants with internal rolling training algorithm

APPLIED SOFT COMPUTING

IF6.6

2023-10-014

PRE

Facile synthesis of hybrid WO3/MoOx electrochromic films for application in complementary electrochromic devices

WO3/MoOx混合电致变色薄膜的合成及其在互补电致变色器件中的应用

JOURNAL OF ALLOYS AND COMPOUNDS

IF6.3

2023-06-0110

PRE

Surface Modification of Li3VO4 with PEDOT:PSS Conductive Polymer as an Anode Material for Li-Ion Capacitors

用PEDOT:PSS导电聚合物作为锂离子电容器的阳极材料对Li3VO4进行表面改性

POLYMERS

IF4.9

2023-05-292

OAAI

Identification of unknown faults in chemical processes using few-shot learning

使用少镜头学习识别化学过程中的未知故障

MEASUREMENT

IF5.6

2023-02-012

PRE

Synergistic effect of doping and surface engineering on LiNi0.5Mn1.5O4 and its application as a high-performance cathode material for Li-ion batteries(vol 48 , page 27859, year 2022)

CERAMICS INTERNATIONAL

IF5.6

2023-01-010

PRE

Synergistic effect of doping and surface engineering on LiNi0.5Mn1.5O4 and its application as a high-performance cathode material for Li-ion batteries

掺杂和表面工程对LiNi0.5Mn1.5O4的协同作用及其作为锂离子电池高性能正极材料的应用

CERAMICS INTERNATIONAL

IF5.6

2022-10-015

PRE

Dynamic modeling of the absorption of acetic acid in rotating packed bed

JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS

IF6.3

2022-03-011

PRE

Robust control and training risk reduction for boiler level control using two-stage training deep deterministic policy gradient

JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS

IF6.3

2022-01-0110

PRE

A comparative study on long short-term memory and gated recurrent unit neural networks in fault diagnosis for chemical processes using visualization

JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS

IF6.3

2022-01-0133

PRE

A universal LPC health monitoring method for rolling element bearings with ADSCI feature

MEASUREMENT

IF5.6

2021-05-011

PREAI

Digital twin model and dynamic operation for a plant-scale solid oxide fuel cell system

JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS

IF6.3

2021-01-0113

PRE

Particle-Scavenging prediction in sieve plate scrubber via dimension reduction in computational fluid dynamics

CHEMICAL ENGINEERING RESEARCH & DESIGN

IF3.9

2020-08-012

PREAI

Multi-Scale Modeling and Study of Aerosol Growth in an Amine-based CO2 Capture Absorber

基于胺的CO2捕获吸收器中气溶胶生长的多尺度建模和研究

ENVIRONMENTS

IF3.7

2020-07-313

OAAI

Visualization analysis for fault diagnosis in chemical processes using recurrent neural networks

基于递归神经网络的化工过程故障诊断可视化分析

JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS

IF6.3

2020-07-0126

PREAI

Physically Consistent Soft-Sensor Development Using Sequence-to-Sequence Neural Networks

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2020-04-0122

PREAI

Jia-Lin Kang

个人简介

教育背景

工作经历

荣誉奖项

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