仅表示这篇论文与本数据集在文献网络中相邻, 不代表该论文确实使用了本数据集。

• Data-Driven Remaining Useful Life Estimation for Milling Process: Sensors, Algorithms, Datasets, and Future Directions 2021 · 综述收录
• A Reproducible Benchmark for Tool Wear Prediction Using NASA Milling Dataset 2026 · 用于方法验证
• Unlocking Tool Wear Information from Spindle Current Signals: An explorative Energy-Based Analysis using the NASA Milling Dataset 2026 · 使用该数据集
• Uncertainty-Aware Predictive Maintenance Scheduling: A Decision-Support Framework for Industrial Production Systems 2026 · 用于方法验证
• Smart Predictive Maintenance: A TCN-Based System for Early Fault Detection in Industrial Machinery 2026 · 用于方法验证
• ISA-PHM – a Standardized Format for Storing and Utilizing Meta-data of Diagnostic and Prognostic Tests 2026 · 使用该数据集
• TRANSFORMER-BASED TOOL WEAR CLASSIFICATION FOR PREDICTIVE MAINTENANCE OF METAL CUTTING MACHINES 2026 · 用于方法验证
• Condition-adaptive 1DCNN-transformer for multi-condition tool wear prediction 2026 · 候选引用(未核验)
• LightTEN: An efficient and lightweight temporal encoding network for remaining useful life prediction 2026 · 候选引用(未核验)
• Cross-condition tool wear prediction via feature decoupling and domain-adaptive representation learning 2026 · 候选引用(未核验)
• Cross-condition tool wear prediction via feature decoupling and domain-adaptive representation learning 2026 · 候选引用(未核验)
• Multi-source scale-preserving domain adaptation for cross-machine tool wear estimation from unlabeled target signals 2026 · 候选引用(未核验)
• Towards Intelligent Manufacturing: Machine Learning, Deep Learning, and Computer Vision for Tool Wear Estimation in Milling and Micromilling Processes 2026 · 候选引用(未核验)
• Performance Analysis of Advanced Feature Extraction Methods for Manufacturing Defect Detection via Vibration Sensors in CNC Milling Machines 2026 · 候选引用(未核验)
• Predictive machine health monitoring using deep convolution neural network for noisy vibration signal of rotating machine using empirical mode decomposition 2025 · 用于方法验证
• Real-time monitoring of coated tool wear based on the DSAMM-Transformer architecture: an experimental study 2025 · 候选引用(未核验)
• Tool Wear Identification and Monitoring of Hard Alloy End Mills Using an Improved WOA and ConvLSTM 2025 · 候选引用(未核验)
• Condition-Adaptive 1DCNN-Transformer for Multi-Condition Tool Wear Prediction 2025 · 候选引用(未核验)
• Sustainability Awareness in Manufacturing: A Review of IoT Audio Sensor Applications in the Industry 5.0 Era 2025 · 候选引用(未核验)
• Novel Taxonomy and Approaches for the Identification of Frequently Occurring Regularities in Degradation Processes of Engineering Systems 2025 · 候选引用(未核验)

仅列前 20 篇(首发/综述优先,按年份倒序);全量见 API。