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C

Cinzia Giannetti

Swansea University

15H-index
43Paper Count
906Citation Count
Published Papers 15
Publication Date
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Real-time monitoring of molten zinc splatter using machine learning-based computer vision
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2024-05-22
err0
errOAAI
errO'Donovan, Callum; Giannetti, Cinzia; Pleydell-Pearce, Cameron
errShare
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A Robust Vehicle Detection Model for LiDAR Sensor Using Simulation Data and Transfer Learning Methods
errAI
IF5
err2023-06-01
err1
errOAAI
errLakshmanan, Kayal; Roach, Matt; Giannetti, Cinzia; Bhoite, Shubham; George, David; Mortensen, Tim; Manduhu, Manduhu; Heravi, Behzad; Kariyawasam, Sharadha; Xie, Xianghua
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Anomaly Detection of DC Nut Runner Processes in Engine Assembly
errAI
IF5
err2023-02-07
err1
errOAAI
errFlynn, James Simon; Giannetti, Cinzia; Van Dijk, Hessel
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An image-based deep transfer learning approach to classify power quality disturbances
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2022-12-01
err10
errOAAI
errTodeschini, Grazia; Kheta, Karan; Giannetti, Cinzia
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errSave
KSPMI: A Knowledge-based System for Predictive Maintenance in Industry 4.0
errROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING
IF11.4
err2022-04-01
err52
errOAAI
errCao, Qiushi; Zanni-Merk, Cecilia; Samet, Ahmed; Reich, Christoph; de Beuvron, Francois de Bertrand; Beckmann, Arnold; Giannetti, Cinzia
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errSave
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
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2022-02-01
err8
errOAAI
errGriffiths, Christian Andrew; Giannetti, Cinzia; Andrzejewski, Kamil T.; Morgan, Adam
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errSave
Towards scalable and reusable predictive models for cyber twins in manufacturing systems
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2021-07-29
err12
errOAAI
errGiannetti, Cinzia; Essien, Aniekan
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errSave
Data-Driven Energy Storage Scheduling to Minimise Peak Demand on Distribution Systems with PV Generation
errENERGIES
IF3.2
err2021-06-10
err13
errOAAI
errBorghini, Eugenio; Giannetti, Cinzia; Flynn, James; Todeschini, Grazia
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errSave
Using Convolutional Neural Networks to Map Houses Suitable for Electric Vehicle Home Charging
errAI
IF5
err2021-03-16
err7
errOAAI
errFlynn, James; Giannetti, Cinzia
errShare
errSave
A Deep Learning Model for Smart Manufacturing Using Convolutional LSTM Neural Network Autoencoders
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2020-09-01
err173
errOAAI
errEssien, Aniekan; Giannetti, Cinzia
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errSave
A robust design of an innovative shaped rebar system using a novel uncertainty model
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2018-08-17
err1
errOAAI
errAldoumani, Nada; Khodaparast, Hamed Haddad; Giannetti, Cinzia; Abdallah, Zakaria; Cameron, Ian M.; Friswell, Michael I.; Sienz, Johann
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errSave
Risk based uncertainty quantification to improve robustness of manufacturing operations
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2016-11-01
err29
errOAAI
errGiannetti, Cinzia; Ransing, Rajesh S.
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errSave
A quality correlation algorithm for tolerance synthesis in manufacturing operations
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2016-03-01
err14
PREAI
errRansing, R. S.; Batbooti, R. S.; Giannetti, C.; Ransing, M. R.
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errSave
A novel variable selection approach based on co-linearity index to discover optimal process settings by analysing mixed data
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2014-06-01
err14
PREAI
errGiannetti, C.; Ransing, R. S.; Ransing, M. R.; Bould, D. C.; Gethin, D. T.; Sienz, J.
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errSave
A coupled penalty matrix approach and principal component based co-linearity index technique to discover product specific foundry process knowledge from in-process data in order to reduce defects
errCOMPUTERS IN INDUSTRY
IF9.1
err2013-06-01
err13
PREAI
errRansing, R. S.; Giannetti, C.; Ransing, M. R.; James, M. W.
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errSave

Research Directions

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Co-authors
Cooperation Journals
M
Michael I. Friswell
H-index: 83 · Papers: 912
X
Xianghua Xie
H-index: 33 · Papers: 289
D
D.T. Gethin
H-index: 31 · Papers: 227
H
Hamed Haddad Khodaparast
H-index: 30 · Papers: 157
J
Johann Sienz
H-index: 30 · Papers: 169
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