Cinzia Giannetti - Publications, H-index & Citations

Cinzia Giannetti

Swansea University

15H指数

43论文数

906被引数

收录论文 15

发表时间

Real-time monitoring of molten zinc splatter using machine learning-based computer vision 使用基于机器学习的计算机视觉实时监控熔融锌飞溅

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2024-05-22

OAAI

O'Donovan, Callum; Giannetti, Cinzia; Pleydell-Pearce, Cameron

A Robust Vehicle Detection Model for LiDAR Sensor Using Simulation Data and Transfer Learning Methods 基于仿真数据和迁移学习方法的LiDAR传感器鲁棒车辆检测模型

IF5

2023-06-01

OAAI

Lakshmanan, Kayal; Roach, Matt; Giannetti, Cinzia; Bhoite, Shubham; George, David; Mortensen, Tim; Manduhu, Manduhu; Heravi, Behzad; Kariyawasam, Sharadha; Xie, Xianghua

Anomaly Detection of DC Nut Runner Processes in Engine Assembly

IF5

2023-02-07

OAAI

Flynn, James Simon; Giannetti, Cinzia; Van Dijk, Hessel

An image-based deep transfer learning approach to classify power quality disturbances 基于图像的深度迁移学习方法对电能质量扰动进行分类

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2022-12-01

OAAI

Todeschini, Grazia; Kheta, Karan; Giannetti, Cinzia

KSPMI: A Knowledge-based System for Predictive Maintenance in Industry 4.0

ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

IF11.4

2022-04-01

OAAI

Cao, Qiushi; Zanni-Merk, Cecilia; Samet, Ahmed; Reich, Christoph; de Beuvron, Francois de Bertrand; Beckmann, Arnold; Giannetti, Cinzia

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

IF9.9

2022-02-01

OAAI

Griffiths, Christian Andrew; Giannetti, Cinzia; Andrzejewski, Kamil T.; Morgan, Adam

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

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2021-07-29

OAAI

Giannetti, Cinzia; Essien, Aniekan

Data-Driven Energy Storage Scheduling to Minimise Peak Demand on Distribution Systems with PV Generation

ENERGIES

IF3.2

2021-06-10

OAAI

Borghini, Eugenio; Giannetti, Cinzia; Flynn, James; Todeschini, Grazia

Using Convolutional Neural Networks to Map Houses Suitable for Electric Vehicle Home Charging

IF5

2021-03-16

OAAI

Flynn, James; Giannetti, Cinzia

A Deep Learning Model for Smart Manufacturing Using Convolutional LSTM Neural Network Autoencoders

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2020-09-01

173

OAAI

Essien, Aniekan; Giannetti, Cinzia

A robust design of an innovative shaped rebar system using a novel uncertainty model

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

IF4

2018-08-17

OAAI

Aldoumani, Nada; Khodaparast, Hamed Haddad; Giannetti, Cinzia; Abdallah, Zakaria; Cameron, Ian M.; Friswell, Michael I.; Sienz, Johann

Risk based uncertainty quantification to improve robustness of manufacturing operations

COMPUTERS & INDUSTRIAL ENGINEERING

IF6.5

2016-11-01

OAAI

Giannetti, Cinzia; Ransing, Rajesh S.

A quality correlation algorithm for tolerance synthesis in manufacturing operations

COMPUTERS & INDUSTRIAL ENGINEERING

IF6.5

2016-03-01

PREAI

Ransing, R. S.; Batbooti, R. S.; Giannetti, C.; Ransing, M. R.

A novel variable selection approach based on co-linearity index to discover optimal process settings by analysing mixed data

COMPUTERS & INDUSTRIAL ENGINEERING

IF6.5

2014-06-01

PREAI

Giannetti, C.; Ransing, R. S.; Ransing, M. R.; Bould, D. C.; Gethin, D. T.; Sienz, J.

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

COMPUTERS IN INDUSTRY

IF9.1

2013-06-01

PREAI

Ransing, R. S.; Giannetti, C.; Ransing, M. R.; James, M. W.

研究方向