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Conference Paper/Proceeding/Abstract

A framework for improving process robustness with quantification of uncertainties in Industry 4.0 / Cinzia Giannetti

Swansea University Author: Cinzia Giannetti
Published in INnovations in Intelligent SysTems and Applications (INISTA), 2017 IEEE International Conference on (2017)

In collection: Faculty of Science and Engineering

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Conference Paper/Proceeding/Abstract

Product Specific Process Knowledge Discovery Using Co-Linearity Index and Penalty Functions to Support Process FMEA in the Steel Industry / Cinzia Giannetti

Swansea University Author: Cinzia Giannetti
Published in CIE44 & IMSS'14 Proceedings (2014)

In collection: Faculty of Science and Engineering

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Journal article

A Tool to Combine Expert Knowledge and Machine Learning for Defect Detection and Root Cause Analysis in a Hot Strip Mill / Sammy` Latham, Cinzia Giannetti

Swansea University Authors: Sammy` Latham, Cinzia Giannetti
Published in SN Computer Science (2023)

In collection: Faculty of Science and Engineering

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Conference Paper/Proceeding/Abstract

A Deep Learning Framework for Univariate Time Series Prediction Using Convolutional LSTM Stacked Autoencoders / Aniekan Essien

Swansea University Author: Cinzia Giannetti
Published in 2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA) (2019)

In collection: Faculty of Science and Engineering

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Journal article

A Deep Learning Model for Smart Manufacturing Using Convolutional LSTM Neural Network Autoencoders / Aniekan Essien, Cinzia Giannetti

Swansea University Authors: Aniekan Essien, Cinzia Giannetti
Published in IEEE Transactions on Industrial Informatics (2020)

In collection: Faculty of Science and Engineering

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Journal article

Using Convolutional Neural Networks to Map Houses Suitable for Electric Vehicle Home Charging / James Flynn, Cinzia Giannetti

Swansea University Authors: James Flynn, Cinzia Giannetti
Published in AI (2021)

In collection: Faculty of Science and Engineering

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Journal article

Towards scalable and reusable predictive models for cyber twins in manufacturing systems / Aniekan Essien

Swansea University Author: Cinzia Giannetti
Published in Journal of Intelligent Manufacturing (2022)

In collection: Faculty of Science and Engineering

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Journal article

Short Term Load Forecasting Using TabNet: A Comparative Study with Traditional State-of-the-Art Regression Models / Eugenio Borghini, Cinzia Giannetti

Swansea University Authors: Eugenio Borghini, Cinzia Giannetti
Published in Engineering Proceedings (2021)

In collection: Faculty of Science and Engineering

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Journal article

Risk based uncertainty quantification to improve robustness of manufacturing operations / Cinzia Giannetti, Rajesh Ransing

Swansea University Authors: Cinzia Giannetti, Rajesh Ransing
Published in Computers & Industrial Engineering (2016)

In collection: Faculty of Science and Engineering

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Journal article

Machine Learning as a universal tool for quantitative investigations of phase transitions / Davide Vadacchino

Swansea University Authors: Cinzia Giannetti, Biagio Lucini
Published in Nuclear Physics B (2019)

In collection: Faculty of Science and Engineering

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Journal article

An image-based deep transfer learning approach to classify power quality disturbances / Grazia Todeschini

Swansea University Authors: Karan Kheta, Cinzia Giannetti
Published in Electric Power Systems Research (2022)

In collection: Faculty of Science and Engineering

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Journal article

A quality correlation algorithm for tolerance synthesis in manufacturing operations / Rajesh Ransing, Raed Batbooti, Cinzia Giannetti

Swansea University Authors: Rajesh Ransing, Raed Batbooti, Cinzia Giannetti
Published in Computers & Industrial Engineering (2016)

In collection: Faculty of Science and Engineering

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Conference Paper/Proceeding/Abstract

“If only my foundry knew what it knows …”: A 7Epsilon perspective on root cause analysis and corrective action plans for ISO9001:2008 / HMd Roshan, Cinzia Giannetti, Meghana R. Ransing

Swansea University Author: Rajesh Ransing
Published in World Foundry Congress 2014 (2014)

In collection: Faculty of Science and Engineering

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Journal article

Anomaly Detection of DC Nut Runner Processes in Engine Assembly / James Simon Flynn, Hessel Van Dijk

Swansea University Author: Cinzia Giannetti
Published in AI (2023)

In collection: Faculty of Science and Engineering

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Journal article

Ladle pouring process parameter and quality estimation using Mask R-CNN and contrast-limited adaptive histogram equalisation / CALLUM O'DONOVAN, IVAN POPOV, Grazia Todeschini, Cinzia Giannetti

Swansea University Authors: CALLUM O'DONOVAN, IVAN POPOV, Grazia Todeschini, Cinzia Giannetti
Published in The International Journal of Advanced Manufacturing Technology (2023)

In collection: Faculty of Science and Engineering

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Journal article

Real-time monitoring of molten zinc splatter using machine learning-based computer vision / CALLUM O'DONOVAN, Cinzia Giannetti, Cameron Pleydell-Pearce

Swansea University Authors: CALLUM O'DONOVAN, Cinzia Giannetti, Cameron Pleydell-Pearce
Published in Journal of Intelligent Manufacturing (2025)

In collection: Faculty of Science and Engineering

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Journal article

Deep learning for robust forecasting of hot metal silicon content in a blast furnace / Alex Carr, James Raleigh, Ben Rackham

Swansea University Authors: Cinzia Giannetti, Eugenio Borghini
Published in The International Journal of Advanced Manufacturing Technology (2025)

In collection: Faculty of Science and Engineering

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Journal article

Motion optimisation for improved cycle time and reduced vibration in robotic assembly of electronic components / M. P. Cooper, K. T. Andrzejewski

Swansea University Authors: Christian Griffiths, Cinzia Giannetti
Published in AIMS Electronics and Electrical Engineering (2019)

In collection: Faculty of Science and Engineering

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Journal article

Data-Driven Energy Storage Scheduling to Minimise Peak Demand on Distribution Systems with PV Generation / Eugenio Borghini, Cinzia Giannetti, James Flynn, Grazia Todeschini

Swansea University Authors: Eugenio Borghini, Cinzia Giannetti, James Flynn, Grazia Todeschini
Published in Energies (2021)

In collection: Faculty of Science and Engineering

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Journal article

Comparison of a bat and genetic algorithm generated sequence against lead through programming when assembling a PCB using a 6 axis robot with multiple motions and speeds / Christian Griffiths, Cinzia Giannetti, Kamil Andrzejewski, Adam Morgan

Swansea University Authors: Christian Griffiths, Cinzia Giannetti, Kamil Andrzejewski, Adam Morgan
Published in IEEE Transactions on Industrial Informatics (2021)

In collection: Faculty of Science and Engineering

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Format

26 Journal article 5 Conference Paper/Proceeding/Abstract see all ...

Author

30 Cinzia Giannetti 6 Rajesh Ransing 4 Arnold Beckmann 4 Eugenio Borghini 3 Johann Sienz 3 Kayal Lakshmanan more ... 3 Christian Griffiths 2 David Gethin 2 CALLUM O'DONOVAN 2 Cameron Pleydell-Pearce 2 Michael Friswell 2 James Flynn 2 Zak Abdallah 2 Grazia Todeschini 2 Hamed Haddad Khodaparast 1 Kamil Andrzejewski 1 IVAN POPOV 1 Raed Batbooti 1 Tim Mortensen 1 Nada Aldoumani 1 Sammy` Latham 1 Qiushi Cao 1 Shubham Bhoite 1 Fawzi Belblidia 1 Biagio Lucini 1 Karan Kheta 1 Aniekan Essien 1 Matt Roach 1 Sadeer Beden 1 Xianghua Xie see all ... less ...

Faculty

31 Faculty of Science and Engineering see all ...

School

21 School of Aerospace, Civil, Electrical, General and Mechanical Engineering - Mechanical Engineering 3 School of Engineering and Applied Sciences - Uncategorised 3 School of Mathematics and Computer Science - Computer Science 1 School of Aerospace, Civil, Electrical, General and Mechanical Engineering - Aerospace Engineering 1 School of Aerospace, Civil, Electrical, General and Mechanical Engineering - Electronic and Electrical Engineering 1 School of Biosciences, Geography and Physics - Biosciences more ... 1 School of Engineering and Applied Sciences - Materials Science and Engineering see all ... less ...

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2026

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