袁逸萍

2026

基于数字孪生仿真的大型露天煤矿无人卡车调度优化研究

《矿业研究与开发》

DOI

2026

面向作业车间调度问题的约束增强型邻域结构与批量近似评估方法

《控制与决策》

DOI

2026

基于数字孪生的矿用带式输送机智能监测平台研究与实现

《机床与液压》

2026

基于数据关联感知的电机异常状态检测

《机床与液压》

2026

基于可拓云模型的露天煤炭企业新质生产力影响因素研究

《煤炭经济研究》

2026

基于自适应深度强化学习的铝箔车间调度优化

《机床与液压》

2026

作业时间波动的多人共站装配线平衡研究

《机械设计与制造》

DOI

2026

Small-Sample MTBF Reliability Modelling of Wind Turbine Main Bearings Based on Three-Way Expansion Bootstrapping

Machines

DOI

2026

Axial–Torsional Fatigue Life Prediction Using Fatigue Mixer: A Neural Network Integrating Loading History Sequences and Equivalent Amplitude Descriptors

Fatigue & Fracture of Engineering Materials & Structures

DOI

2026

Digital Intelligence-Enabled Green Scheduling in Dynamic Job Shops: A Review

Machines

DOI

2026

Wind turbine blade icing diagnosis using Gram Matrix representation and a multi-branch ConvNeXt network

Engineering Research Express

DOI

2026

An infeasible domain memetic algorithm for the assembly job shop scheduling with part sharing

Journal of Control and Decision

DOI

2026

Reliability Modeling of Wind Turbine Gears Under Shock–Degradation-Dependent Competing Failure with a Time-Varying Degradation Threshold

Applied Sciences

DOI

2026

FRP-M2DA: cross-modal multi-source domain adaptation via frequency-domain recurrence and multi-level adversarial alignment for cross-condition bearing fault diagnosis

Mechanical Systems and Signal Processing

DOI

2026

A LAF-IAS method for industrial process fault monitoring based on slope adaptation and image feature enhancement

Engineering Research Express

DOI

2026

MPGLF: An unsupervised fault diagnosis framework for rotating machinery based on multiscale physical constraint gains and a novel domain alignment loss function

Expert Systems with Applications

DOI

2026

A batch approximate evaluation method for neighborhood solutions in job shop scheduling

Computers & Operations Research

DOI

2026

SEDR-Net: A YOLOv11-Based Network for Conveyor Belt Surface Defect Detection in Complex Industrial Scenes

Machines

DOI

2026

A novel dynamically-weighted data augmentation method for imbalanced bearing fault diagnosis

Applied Soft Computing

DOI

2026

Rolling Bearing Fault Diagnosis Method Based on an Improved 1DCNN-Transformer

Machines

DOI

2026

A constrained-neighborhood memetic algorithm with diversity control for the JSP-TWT

Swarm and Evolutionary Computation

DOI

2026

Fault Diagnosis Method of Spinning Machine Rolling Bearing Based on MTF-GADF-CBAM Two-Dimensional Parallel Residual Network

Journal of Physics Conference Series

DOI

2026

A hybrid GAF and CNN-BiLSTM-based method for rolling bearing fault diagnosis

Journal of Physics Conference Series

DOI

2026

A novel physics-guided multi-scale attention neural network for multiaxial fatigue life prediction

International Journal of Pressure Vessels and Piping

DOI

2026

SGNT-ASA: A multimodal process industrial system fault diagnosis framework based on graph construction and causal association

Measurement

DOI

2026

A hybrid non-destructive testing strategy for wind turbine blade crack prediction utilising block-designed Transformer architecture

Nondestructive Testing And Evaluation

DOI

2026

Surrogate-assisted automatic design of dispatching rules using ensemble genetic programming for multi-objective dynamic job shop scheduling

Journal of Industrial and Management Optimization

DOI

2025

[Review] Energy-Efficient Scheduling in Dynamic Flexible Job Shops: A Review

Sustainability，Vol. 17, No. 24

DOI

2025

基于数字孪生的AGV状态监控系统

《机床与液压》

2025

基于深度强化学习的电极箔化成车间节能调度研究

《组合机床与自动化加工技术》

DOI

2025

考虑分层耦合约束的复杂产品综合调度算法

《计算机集成制造系统》

DOI

2025

基于数字孪生的纺纱车间能耗可视化系统

《上海纺织科技》

DOI

2025

基于数字孪生的电极箔化成车间调度系统研究

《机床与液压》

2025

基于数字孪生的纺纱车间能耗预测系统研究与应用

《现代纺织技术》

2025

优先订单的物料齐套分析与系统开发

《机械设计与制造》

2025

纺纱车间能耗分析与节能措施

《上海纺织科技》

DOI

2025

基于CNN-SN和无监督域适应的滚动轴承故障诊断

《轴承》

DOI

2025

纺纱车间能源监控平台研究与实现

《现代纺织技术》

DOI

2025

基于迁移学习的EfficientNet矿用带式输送机除铁器异物识别

《煤炭科学技术》

2025

基于FCM和CNN-BiLSTM-MHA的矿用带式输送机健康状态评估

《机床与液压》

2025

基于大数据技术的纺纱车间智能管控平台构建

《上海纺织科技》

DOI

2025

铝箔车间能源管控及优化决策系统设计与实现

《机械设计与制造》

2025

齐套约束下二维排样和生产调度仿真优化研究

《机械设计与制造》

2025

An improved multi-objective antlion optimization algorithm for assembly line balancing problem considering learning cost and workstation area

International Journal on Interactive Design and Manufacturing (ijidem)

DOI

2025

An improved atomic orbital search algorithm for flexible job shop scheduling problem with multiple process routes

Journal of Industrial and Production Engineering

DOI

2025

Crack Initiation, Propagation and Fatigue Life Prediction of Spur Gear Under a Moving Contact Load

International Journal for Numerical Methods in Engineering

DOI

2025

Research Review on Workshop Scheduling for Intelligent Manufacturing: Digital Twin Modeling, Optimization Algorithm, and System Architecture

Machines

DOI

2025

Investigation and Implementation of a Fault Diagnosis Model Utilizing a Parallel Architecture of 2D Swin Transformer and 1D CNN

Journal of Physics Conference Series

DOI

2025

Construction of Spinning Frame Operation and Maintenance Knowledge Graph Based on BiLSTM-CRF-BERT

Journal of Physics Conference Series

DOI

2025

A Review of the Expansion and Integration of Production Line Balancing Problems: From Core Issues to System Integration

Sensors

DOI

2025

Fatigue Life Prediction of Main Bearings in Wind Turbines Under Random Wind Speeds

Machines

DOI

2025

A Multiaxial Fatigue Life Prediction Approach Accounting for Additional Strengthening Effect Based on Energy-Critical Plane Model

Materials

DOI

2025

Compressed air flow prediction system based on BO-LSTM neural network model

DOI

2025

Reliability Modeling of Wind Turbine Gearbox System Considering Failure Correlation Under Shock–Degradation

Sensors

DOI

2025

Motor Fault Diagnosis Under Strong Background Noise Based on Parameter-Optimized Feature Mode Decomposition and Spatial–Temporal Features Fusion

Sensors

DOI

2025

Semi-supervised fault diagnosis of bearings under noisy environments with limited labeled samples

Neurocomputing

DOI

2025

A Novel Physical Neural Network Based on Transformer Framework for Multiaxial Fatigue Life Prediction

Fatigue & Fracture of Engineering Materials & Structures

DOI

2025

Prediction of Wind Turbine Blade Stiffness Degradation Based on Improved Neural Basis Expansion Analysis

Applied Sciences

DOI

2025

An Optimized Method for Solving the Green Permutation Flow Shop Scheduling Problem Using a Combination of Deep Reinforcement Learning and Improved Genetic Algorithm

Mathematics

DOI

2025

Intelligent Diagnosis of Rolling Bearings Based on Parameter-Optimized Variational Mode Decomposition and BiLSTM

DOI

2024

A modified memetic algorithm with multi-operation precise joint movement neighbourhood structure for the assembly job shop scheduling problem

International Journal Of Production Research，Vol. 620, No. 17

DOI

2024

基于数字孪生的纺机钣金车间可视化监控系统研究与应用

《现代制造工程》

2024

基于仿真数据的无监督域适应轴承故障诊断方法

《制造技术与机床》

2024

基于时序模型和深度学习的设备故障上限评估算法

《吉林大学学报(工学版)》

2024

压延车间能源信息采集关键技术研究与系统实现

《现代制造工程》

2024

基于预警控制限自学习的滚动轴承早期故障预测

《计算机集成制造系统》

2024

作业车间调度的多工序精确联动邻域结构混合进化算法

《计算机集成制造系统》

DOI

2024

基于自适应多尺度注意力机制的CNN-GRU矿用电动机健康状态评估

《工矿自动化》

2024

纺机车间多源异构数据生产管理系统设计

《机床与液压》

2024

基于改进原子轨道搜索算法的多工艺路线柔性作业车间问题研究

《机床与液压》

2024

工业工程专业实验设计与探讨

《中国现代教育装备》

2024

高产梳棉机车间零件排样系统开发及应用

《棉纺织技术》

2024

连续生产流水线深度强化学习优化调度算法

《吉林大学学报(工学版)》

2024

基于挤压-激励注意力机制的CNN-LSTM煤矿用电机异常状态检测

《煤炭技术》

2024

随机载荷下风机齿轮动态可靠性评估

《机床与液压》

2024

Anomaly detection in wind turbine blades based on PCA and convolutional kernel transform models: employing multivariate SCADA time series analysis

Measurement Science and Technology

DOI

2024

Temperature Prediction for Electromechanical Equipment in Open-Pit Coal Mines Under Complex Working Conditions Using Wavelet Packet Decomposition and Graph Attention Network

Eksploatacja i Niezawodnosc - Maintenance and Reliability

DOI

2024

An Optimization Method for Green Permutation Flow Shop Scheduling Based on Deep Reinforcement Learning and MOEA/D

Machines

DOI

2024

Scheduling of Container Transportation Vehicles in Surface Coal Mines Based on the GA–GWO Hybrid Algorithm

Applied Sciences

DOI

2023

基于Unity3D的纺机制造车间数字孪生系统开发与实现

《工业控制计算机》

2023

基于振动传感器的风力发电机故障检测算法

《传感技术学报》

2023

面向铝箔车间综合能耗预测系统的研发与应用

《制造技术与机床》

DOI

2023

离散制造车间实时定位数据可视化平台设计

《机械设计与制造》

2023

基于Flexsim的生产系统建模与仿真实验教学研究

《中国教育技术装备》

2023

基于K-CNN和N-GRU的风电机组发电机状态预测

《机械强度》

2023

纺机车间生产大数据平台设计与实现

《工业控制计算机》

2023

基于Plant Simulation的纺机制造车间排程与优化

《工业控制计算机》

2023

基于Plant Simulation的装配车间仿真优化研究与应用

《工业控制计算机》

2023

基于改进CNN的旋转设备转子振动故障预测仿真

《计算机仿真》

2023

射频识别技术在农机制造车间的应用研究

《机械设计与制造》

2023

基于改进遗传算法的环形RGV系统调度优化

《机械设计与制造》

2023

基于多场景构建的作业车间调度性能仿真研究

《机械设计与制造》

2023

基于RRT-A*融合算法的机械臂避障路径规划

《机械设计与制造》

2023

基于多尺度卷积神经网络的轴承剩余寿命预测

《机械设计与制造》

2023

基于UWB的离散车间天车数据采集与监测系统

《机床与液压》

2023

基于UWB的离散智能车间可视化监测平台的研究及应用

《现代制造技术与装备》

2023

Design and Implementation of Gearbox Oil Temperature Early Warning Platform System for Wind Turbine Units

International Conference on Computer Science, Electronic Information Engineering and Intelligent Control Technology (CEI)

DOI

2023

Multivariate multi-step time series prediction of induction motor situation based on fused temporal-spatial features

International Journal of Hydrogen Energy

DOI

2023

A novel machine learning method for multiaxial fatigue life prediction: Improved adaptive neuro-fuzzy inference system

International Journal of Fatigue

DOI

2023

Intelligent Compound Fault Diagnosis of Roller Bearings Based on Deep Graph Convolutional Network

Sensors

DOI

2023

Residual Strength Modeling and Reliability Analysis of Wind Turbine Gear under Different Random Loadings

Mathematics

DOI

2023

Fatigue Reliability Analysis of Composite Material Considering the Growth of Effective Stress and Critical Stiffness

Aerospace

DOI

2023

Reliability Assessment Method for Key Equipment of Nonhomogeneous Poisson Process Machinery Based on Gauss-Newton Method

International Conference on Reliability, Maintainability and Safety

DOI

2023

Design and implementation of multi-source heterogeneous data production management platform for textile machinery workshop

International Conference on Mechanical Design and Simulation (MDS)

DOI

2023

Effective and Interpretable Rule Mining for Dynamic Job-Shop Scheduling via Improved Gene Expression Programming with Feature Selection

Applied Sciences

DOI

2023

Learning dispatching rules via novel genetic programming with feature selection in energy-aware dynamic job-shop scheduling

Scientific Reports

DOI

2023

Reliability modelling and evaluating of wind turbine considering imperfect repair

Scientific Reports

DOI

2023

An Improved Multiaxial Low-Cycle Fatigue Life Prediction Model Based on Equivalent Strain Approach

Metals

DOI

2023

Evaluation of the Robustness for Integrated Production Scheduling and Maintenance Planning Problem

Applied Sciences

DOI

2022

基于改进麻雀搜索算法的机器人能耗最优轨迹规划

《组合机床与自动化加工技术》

2022

基于启发式算法的农机混流装配线平衡分析与优化

《机械设计与制造》

2022

基于改进遗传算法的多目标装配线平衡优化研究

《机械设计与制造》

2022

机器混合故障下柔性作业车间鲁棒调度方法

《机械设计与制造》

2022

考虑PCA-LSTM的风电机组输出功率预测研究

《机械设计与制造》

2022

Application of SCADA data in wind turbine fault detection – a review

Sensor Review

DOI

2022

Designing Dispatching Rules via Novel Genetic Programming with Feature Selection in Dynamic Job-Shop Scheduling

Processes

DOI

2022

A fault prediction framework for Doubly‐fed induction generator under time‐varying operating conditions driven by digital twin

IET Electric Power Applications

DOI

2022

Strength and stiffness degradation modeling and fatigue life prediction of composite materials based on a unified fatigue damage model

Engineering Failure Analysis

DOI

2021

融合多时段SCADA数据的风电机组风险态势预测

《计算机集成制造系统》

DOI

2021

一种Lévy指数的非高斯风速模型模拟方法

《太阳能学报》

DOI

2021

基于竞争失效的风电机组齿轮箱轴承剩余寿命分析

《太阳能学报》

DOI

2021

A framework for fatigue life prediction of materials under the multi-level cyclic loading

Engineering Failure Analysis

DOI

2021

Reliability model for wind turbine blade composites under alternate action of normal and extreme wind loads

Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science

DOI

2020

考虑机器故障的作业车间调度方案鲁棒测度方法

《计算机集成制造系统》

DOI

2020

基于超限学习机的风电机组齿轮箱油温趋势预测研究

《组合机床与自动化加工技术》

DOI

2020

扰动环境下的生产网络连锁效应

《计算机集成制造系统》

DOI

2020

融合SCADA数据的风电机组齿轮箱状态评估

《机械科学与技术》

DOI

2020

Probabilistic model of fatigue damage accumulation of materials based on the principle of failure probability equivalence

Structures

DOI

2020

Digital Twin Driven Green Performance Evaluation Methodology of Intelligent Manufacturing: Hybrid Model Based on Fuzzy Rough-Sets AHP, Multistage Weight Synthesis, and PROMETHEE II

Complexity

DOI

2020

Probabilistic modeling of stiffness degradation for fiber reinforced polymer under fatigue loading

Engineering Failure Analysis

DOI

2020

Reliability analysis of wind turbine blades based on non-Gaussian wind load impact competition failure model

Measurement

DOI

2020

Small sample test approach for obtaining P - S - N curves based on a unified mathematical model

Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science

DOI

2019

基于绿色制造的高端变压器加工过程评价模型研究

《组合机床与自动化加工技术》

DOI

2019

A Cooperative Obstacle-Avoidance Approach for Two-Manipulator Based on A* Algorithm

Lecture notes in computer science

DOI

2018

基于RFID的农机WIP跟踪管理系统研究与实现

《组合机床与自动化加工技术》

2018

基于生产运作仿真系统的工业工程课程设置探讨

《装备制造技术》

2017

复杂生产过程故障修复紧迫性分级研究

《组合机床与自动化加工技术》

2017

云制造模式下QoS驱动的制造服务协作网络演化模型

《组合机床与自动化加工技术》

2017

新疆区域两化融合水平的评价方法及应用

《现代制造工程》

2017

业务主线约束型作业车间网络瓶颈分析

《组合机床与自动化加工技术》

2017

基于混合遗传算法的多目标柔性作业车间调度问题研究

《组合机床与自动化加工技术》

2017

基于网络分析的作业车间故障资源评价方法研究

《组合机床与自动化加工技术》

2016

基于网络特性的复杂产品制造过程演化机理分析

《组合机床与自动化加工技术》

2016

复杂网络脆性理论支持的生产车间鲁棒性分析

《组合机床与自动化加工技术》

2016

复杂产品制造过程网络建模与演化分析

《组合机床与自动化加工技术》

2016

扰动环境下基于复杂网络的生产车间瓶颈分析

《组合机床与自动化加工技术》

2016

基于模块化BOM的农机生产逆向MRP系统开发研究

《现代制造工程》

2016

基于网络结构特征的作业车间瓶颈识别方法

《计算机集成制造系统》

2015

制造车间生产过程网络鲁棒性分析

《制造技术与机床》

2014

基于改进遗传算法交叉算子的作业车间调度

《组合机床与自动化加工技术》

2014

基于MES的农机制造业物料管理系统研究

《安徽农业科学》

2014

RFID在农机装配车间生产信息追踪系统的研究

《装备制造技术》

2014

基于物联网的生产车间数据采集系统研究

《装备制造技术》

2013

产品开发过程任务调度与实例分析

《组合机床与自动化加工技术》

2013

双资源柔性车间多目标调度优化研究

《组合机床与自动化加工技术》

2013

基于QoS的云制造制造资源组合评价方法

《组合机床与自动化加工技术》

2013

基于Web的可参数化开放式零件库系统开发

《制造业自动化》

2013

基于SLA的中小企业云制造服务平台

《现代制造工程》

2013

采用遗传算法的双资源柔性车间调度问题研究

《现代制造工程》

2013

基于异地网络协同的螺旋锥齿轮模型集成设计

《制造技术与机床》

2011

计算机仿真技术引入机械类专业教学的方法探讨

《装备制造技术》

2011

清铃机传动系统设计与仿真

《制造业自动化》

2010

基于功能需求的虚拟样机模型发现方法

《中国机械工程》

2010

The real-time dynamic heuristic scheduling for complex production planning

International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2008

Resource selection based QoS requirements in MG workflow

International Conference on Computer Supported Cooperative Work in Design (CSCWD)

DOI

2005

A Multi-Agent Based Approach for Manufacturing Grid Workflow

International Conference on Machine Learning and Cybernetics

DOI

2019

Dynamic Schedule Method Based on Rolling Horizon Procedure for a Discrete Manufacturing Shop with Uncertain Processing Time

Proceedings of 2019 3rd International Conference on Traffic Engineering and Transportation System(ICTETS 2019)(VOL.3)

DOI

2026

FPEAW: Domain-Robust Feature Perception and Sparse Sample Gain-Based Unsupervised Bearing Fault Diagnosis Network

SSRN Electronic Journal

DOI

2025

Compound Fault Diagnosis of Key Equipment in Surface Coal Mine Production Systems Using Multi-Label Decoupling

SSRN Electronic Journal

DOI

2023

Mining Motor Temperature Prediction Based on Gcn-Lstm and Multi-Sensor Data Fusion

SSRN Electronic Journal

DOI

2022

Spatiotemporal Attention-Based Long Short-Term Memory Auto- encoder Network for Early Fault Detection of Wind Turbine Generators

Research Square

DOI