Essays about: "Big Data and Artificial Intelligence"

Showing result 21 - 25 of 87 essays containing the words Big Data and Artificial Intelligence.

1. 21. Predictive Maintenance of Induction Motors using Deep Learning : Anomaly Detection using an Autoencoder Neural Network and Fault Classification using a Convolutional Neural Network

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Diego Andres Moreno Salinas; [2022]
   Keywords : Predictive maintenance; Fault Diagnosis; Anomaly Detection; Deep Learning; Machine Learning; Induction Motors; Prediktivt underhåll; feldiagnostik; upptäckt av avvikelser; djup inlärning; maskininlärning; induktionsmotorer;

   Abstract : With the fast evolution of the Industry 4.0, the increased use of sensors and the rapid development of the Internet of Things (IoT), and the adoption of artificial intelligence methods, smart factories can automate their processes to vastly improve their efficiency and production quality. READ MORE

3. 22. Digital Technology for Collecting and Handling Traceability Information in A Fish Meal Factory : A Qualitative Grounded Theory Study

   University essay from Linnéuniversitetet/Institutionen för informatik (IK)

   Author : Robert Fröberg; [2022]
   Keywords : Traceability; Fish meal; RFID; Blockchain; Internet of Things; Barcode and QR codes; Artificial Intelligence; Cloud computing; Big Data; GPS; Other Technologies; ERP;

   Abstract : As science are growing and new technology emerges in combination with joined rules and laws between countries and unions industries and supply chains are forced to explore and adopt new systems to keep up with this ongoing process. Without modern solutions the information flow can be the Achilles heel that makes companies products less attractive on the market as lack of information sharing can cause tension in questions regarding traceability and sustainability. READ MORE

4. 23. Combining Cross-Validation and Ensemble Creation for Artificial Neural Networks

   University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

   Author : Anna Lena Hölldobler; [2022]
   Keywords : Artificial Neural Networks; Cross-Validation; Ensemble Creation; Physics and Astronomy;

   Abstract : Artificial neural networks (ANNs) are widely used nowadays, and the research into improving their performances is continually ongoing. One main goal of ANNs is to have a high generalization performance, which can be estimated through validation. READ MORE

5. 24. CHALLENGES AND OPPORTUNITIES WHEN DEVELOPING A DIGITAL MODEL OF A PROCESS

   University essay from Mälardalens universitet/Akademin för innovation, design och teknik

   Author : Amanda Lindblad; [2022]
   Keywords : DES; Digital Model; Digital Shadow; Digital Twin; Industry 4.0; Simulation; Steel Industry; Quenching Process;

   Abstract : BACKGROUND - The development of Industry 4.0 increases the opportunities to both automate and digitize processes in the manufacturing industry. The steel industry has been around for many years, which means firmly anchored operations and both manual- and automated processes. READ MORE

6. 25. Autoencoder Compression in High Energy Physics

   University essay from Lunds universitet/Partikel- och kärnfysik; Lunds universitet/Fysiska institutionen; Lunds universitet/Lunds Tekniska Högskola

   Author : Sten Åstrand; [2022]
   Keywords : High energy physics; LHC; ATLAS; hadron jet; machine learning; autoencoder; dimensionality reduction; artificial intelligence; data compression; Physics and Astronomy;

   Abstract : Situated in Geneva, Switzerland, the Large Hadron Collider is largest particle accelerator in the world, and as such, its operation carries with it some of the greatest technical challenges ever faced. Among them are the huge demands put on data storage capacity by experiments in particle physics, both in terms of rate and volume of data. READ MORE