NSTL国家科技图书文献中心

1. An integrated multi-criteria decision making framework for industrial excess heat recovery and utilization NSTL国家科技图书文献中心

Luisa Montella | Xiufeng Liu ... - 《Energy》 - 2025,318(Mar.1) - 134721.1～134721.21 - 共21页

摘要：Industrial excess heat recovery offers substantial potential for energy efficiency and a circular economy; however, selecting optimal utilization strategies presents a complex decision problem involvi...

关键词： Multi-criteria decision making | Industrial excess heat recovery | Decision tree model | Energy efficiency | Sustainable industrial processes

2. Hierarchical Spatiotemporal Graph Network for Fault Diagnosis of Industrial Processes NSTL国家科技图书文献中心

Guoqian Jiang | Kaili Shen ... - 《IEEE internet of things journal》 - 2025,12(3) - 3043～3054 - 共12页 - 被引量：1

摘要：Intelligent fault diagnosis of industrial processes has received enormous attention in recent years, and deep learning-based methods have excellent performance in accurate health state detection. Howe...

关键词： Sensors | Fault diagnosis | Time series analysis | Correlation | Feature extraction | Safety | Internet of Things | Data models | Sensor systems | Fault detection

3. Improved Deadbeat Predictive Current Control of PMSM Drives With Repetitive Control-Based Disturbance Correction Observer NSTL国家科技图书文献中心

Haiyang Cao | Yongting Deng ... - 《IEEE Transactions on Power Electronics》 - 2025,40(1 Pt.1) - 801～812 - 共12页 - 被引量：1

摘要：In order to achieve high robustness and high-precision current control, this article proposes a disturbance correction observer based on repetitive control (RDCO) for deadbeat predictive current contr...

关键词： Observers | Harmonic analysis | Current control | Robustness | Predictive models | Estimation | Delays | Accuracy | Vectors | Voltage control

4. Modified ADRC Based on Quasi-Resonant Fixed-Time-Convergent Extended State Observer for PMSM Current Regulation NSTL国家科技图书文献中心

Xiufeng Liu | Yongting Deng ... - 《IEEE transactions on transportation electrification》 - 2025,11(1) - 1416～1430 - 共15页

摘要：Robust and smooth current control is very important for permanent magnet synchronous motor (PMSM) drives. However, aperiodic and periodic disturbances generally exist in the PMSM system, which reduces...

关键词： Harmonic analysis | Convergence | Transportation | Magnetic cores | Vectors | Magnetic hysteresis | Control theory

5. FRAME: Feature Rectification for Class Imbalance Learning NSTL国家科技图书文献中心

Xu Cheng | Fan Shi ... - 《IEEE Transactions on Knowledge and Data Engineering》 - 2025,37(3) - 1167～1181 - 共15页

摘要：Class imbalance learning is a challenging task in machine learning applications. To balance training data, traditional class imbalance learning approaches, such as class resampling or reweighting, are...

关键词： Data models | Noise | Classification algorithms | Machine learning | Neural networks | Training | Noise measurement | Machine learning algorithms | Federated learning | Fans

6. Based on the Interactive Relationship Between Teachers and Students in Colleges and Universities in Jiangsu Province in the Internet Path Study NSTL国家科技图书文献中心

Jiabao Yue | Yue Liang ... - 《4th International Conference on Big Data and Informatization Education: ICBDIE 2023, Zhangjiajie, China, 7-9 April 2023, Part 2 of 2》 - International Conference on Big Data and Informatization Education - 2024, - 793～808 - 共16页

摘要：This study aims to study the teaching process of teachers and students in colleges and universities in the Internet environment, and analyze the influencing factors of teaching interaction, so as to p...

关键词： Interactive relationship | Internet study | University teaching

7. Online Machine Learning for Adaptive Ballast Water Management NSTL国家科技图书文献中心

Nadeem Iftikhar | Yi-Chen Lin ... - 《13th International Conference on Data Science,Technology and Applications》 - International Conference on Data Science,Technology and Applications - 2024, - 27～38 - 共12页

摘要：The paper proposes an innovative solution that employs online machine learning to continuously train and update models using sensor data from ships and ports. The proposed solution enhances the effici...

关键词： Ballast water management | Online machine learning | Sensor data | Model training strategies

8. Understanding epidemic spread patterns: a visual analysis approach NSTL国家科技图书文献中心

Junqi Wu | Zhibin Niu ... - 《Health systems》 - 2024,13(3) - 229～245 - 共17页

摘要：ABSTRACT Epidemics present significant challenges for public health policy globally, but current tools for visualizing and analyzing epidemic spread are limited, especially at a large scale. This pape...

关键词： COVID-19 | visual analysis | potential flow method | EPViz | public health policy

9. Carbon futures price forecasting based on feature selection NSTL国家科技图书文献中心

Yuan Zhao | Yaohui Huang ... - 《Engineering Applications of Artificial Intelligence: The International Journal of Intelligent Real-Time Automation》 - 2024,135(Sep.) - 108646.1～108646.21 - 共21页 - 被引量：4

摘要：Forecasting carbon futures prices is a challenging task due to the complex and dynamic factors influencing them. Accurate forecasting can aid carbon market participants in hedging and optimizing their...

关键词： Carbon futures price forecasting | Feature selection | Importance measurement | Gaussian noise | Prediction errors

10. Style-ACAE: Adversarial Capsule Autoencoder with Styles NSTL国家科技图书文献中心

Xiufeng Liu | Zhongqiu Zhao ... - 《2024 IEEE International Conference on Multimedia and Expo》 - IEEE International Conference on Multimedia and Expo - 2024, - 1～6 - 共6页

摘要：Capsule networks get achievements in many computer vision tasks. However, in the field of image generation, they have huge room for improvement compared to the mainstream models. This is because capsu...