ylkyc / ironmaking-zjuLinks
Industrial process, Silicon content, molten iron quality (MIQ) prediction, soft sensor, deep learning, sintering process, blast furnace ironmaking.
☆29Updated last year
Alternatives and similar repositories for ironmaking-zju
Users that are interested in ironmaking-zju are comparing it to the libraries listed below
Sorting:
- EMD-VMD-TCN short-term load forecasting☆14Updated 2 years ago
- Air pollution prediction based on improved Informer model: a case study applied to the Yan'an city of China☆15Updated 2 years ago
- Short-term Air Quality Prediction Based on EMD-Transformer-BiLSTM☆42Updated last year
- An AI-based system utilizing Graph Neural Networks (GNNs) for real-time anomaly detection and fault diagnosis in spacecraft engines. It c…☆14Updated 11 months ago
- ☆27Updated 2 years ago
- Code Implement of A Data-driven Self-supervised LSTM-DeepFM Model for Industrial Soft Sensor☆30Updated 3 years ago
- Estimating Remaining Useful Life of a Turbofan Jet Engine using NCMAPSS dataset☆38Updated 2 years ago
- Tree seed algorithm and Particle Swarm algorithm are used for searching the LSTM hyper parameters☆11Updated 2 years ago
- Multi-mode Fault Diagnosis Datasets with TE process (MMFDD-TEP) can be used for the purpose of comparison studies or validation of algor…☆29Updated last year
- Official implementations of "Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery…☆22Updated 3 months ago
- CEEMDAN-VMD-TCN-GRU&RF model☆14Updated last year
- ☆101Updated last year
- Attention-based multihead model for optimized aircraft engine remaining useful life prediction☆56Updated last year
- Time series forecasting especially in LSTF compare，include Informer, Autoformer, Reformer, Pyraformer, FEDformer, Transformer, MTGNN, LST…☆120Updated 3 years ago
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆70Updated 5 months ago
- A novel approach for Remaining Useful Life (RUL) prediction, combining meta-learning, knowledge discovery, and Physics-Informed Neural Ne…☆12Updated 5 months ago
- A Framework for Remaining Useful Life Prediction Based on Self-Attention and Physics-Informed Neural Networks☆114Updated last year
- Official codes for "Addressing Information Asymmetry: Deep Temporal Causality Discovery for Mixed Time Series" (TPAMI 2025)☆12Updated 3 months ago
- 论文“时变转速下基于改进图注意力网络的轴承半监督故障诊断”源码☆28Updated 3 years ago
- Fault Diagnosis of Tennessee Eastman Chemical process using Neural Networks☆41Updated 6 years ago
- The code of DAST☆61Updated 2 years ago
- RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf☆105Updated 2 years ago
- Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer☆71Updated 2 years ago
- This is the implementation of the paper Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Tempora…☆74Updated 3 months ago
- ☆57Updated 2 years ago
- CEEMDAN-VMD-LSTM Forecasting model (a light version of CEEMDAN_LSTM)☆102Updated 3 years ago
- PyTorch implementation of CNN for remaining useful life prediction. Inspired by Babu, G. S., Zhao, P., & Li, X. L. (2016, April). Deep co…☆96Updated 4 years ago
- The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of …☆59Updated 2 years ago
- Ultra-short-term multi-step wind speed prediction for wind farms based on adaptive noise reduction technology and temporal convolutional …☆38Updated last year
- ☆92Updated 3 years ago