Cinzia Giannetti
Swansea University
H-index: 13
Europe-United Kingdom
Top articles of Cinzia Giannetti
Deep learning for robust forecasting of hot metal silicon content in a blast furnace
The International Journal of Advanced Manufacturing Technology
2024/3/1
Cinzia Giannetti
H-Index: 9
Revolutionising the Sustainability of Steel Manufacturing Using Computer Vision
Procedia Computer Science
2024/1/1
Cinzia Giannetti
H-Index: 9
Steelmaking Predictive Analytics Based on Random Forest and Semantic Reasoning
Applied Sciences
2023/11/28
Cinzia Giannetti
H-Index: 9
Arnold Beckmann
H-Index: 7
A Tool to Combine Expert Knowledge and Machine Learning for Defect Detection and Root Cause Analysis in a Hot Strip Mill
SN Computer Science
2023/8/22
Cinzia Giannetti
H-Index: 9
A Robust Vehicle Detection Model for LiDAR Sensor Using Simulation Data and Transfer Learning Methods
AI
2023/6/1
Ladle pouring process parameter and quality estimation using Mask R-CNN and contrast-limited adaptive histogram equalisation
The International Journal of Advanced Manufacturing Technology
2023/5
Grazia Todeschini
H-Index: 9
Cinzia Giannetti
H-Index: 9
Anomaly Detection of DC Nut Runner Processes in Engine Assembly
AI
2023/2/7
Cinzia Giannetti
H-Index: 9
A Hybrid Modelling Approach Based on Deep Learning for the Prediction of the Silicon Content in the Blast Furnace
Procedia Computer Science
2023/1/1
Cinzia Giannetti
H-Index: 9
Enabling Sustainable Steel Production with Computer Vision
2023
Cinzia Giannetti
H-Index: 9
An image-based deep transfer learning approach to classify power quality disturbances
Electric Power Systems Research
2022/12/1
Grazia Todeschini
H-Index: 9
Cinzia Giannetti
H-Index: 9
KSPMI: a knowledge-based system for predictive maintenance in industry 4.0
Robotics and Computer-Integrated Manufacturing
2022/4/1
Towards scalable and reusable predictive models for cyber twins in manufacturing systems
Journal of Intelligent Manufacturing
2022/2
Cinzia Giannetti
H-Index: 9
Aniekan Essien
H-Index: 5
Root Cause Classification of Temperature-related Failure Modes in a Hot Strip Mill.
2022
Cinzia Giannetti
H-Index: 9
Data modelling and Remaining Useful Life estimation of rolls in a steel making cold rolling process
Procedia Computer Science
2022/1/1
Arnold Beckmann
H-Index: 7
Cinzia Giannetti
H-Index: 9
A Novel Deep Learning Power Quality Disturbance Classification Method using Autoencoders.
2021
Cinzia Giannetti
H-Index: 9
Grazia Todeschini
H-Index: 9
Pre-trained CNN for classification of time series images of anti-necking control in a hot strip mill
The 9th IIAE International Conference on Industrial Engineering
2021
Making Green Transport a Reality: A Classification Based Data Analysis Method to Identify Properties Suitable for Electric Vehicle Charging Point Installation
2021/7/11
James Flynn
H-Index: 24
Cinzia Giannetti
H-Index: 9
Short term load forecasting using TabNet: A comparative study with traditional state-of-the-art regression models
Engineering Proceedings
2021/6/25
Cinzia Giannetti
H-Index: 9
Data-driven energy storage scheduling to minimise peak demand on distribution systems with pv generation
Energies
2021/1
Comparison of a bat and genetic algorithm generated sequence against lead through programming when assembling a PCB using a six-axis robot with multiple motions and speeds
IEEE Transactions on Industrial Informatics
2021/5/21
Cinzia Giannetti
H-Index: 9
