Recent advancements in data-driven methodologies for the fault diagnosis and prognosis of marine systems: A systematic review

C Velasco-Gallego, BN De Maya, CM Molina… - Ocean …, 2023 - Elsevier
In recent years, there has been an interest increase in smart maintenance within the
ship** sector due to the benefits and opportunities associated with its implementation …

An automated big data quality anomaly correction framework using predictive analysis

W Elouataoui, S El Mendili, Y Gahi - Data, 2023 - mdpi.com
Big data has emerged as a fundamental component in various domains, enabling
organizations to extract valuable insights and make informed decisions. However, ensuring …

AIGC for industrial time series: From deep generative models to large generative models

L Ren, H Wang, Y Tang, C Yang - arxiv preprint arxiv:2407.11480, 2024 - arxiv.org
With the remarkable success of generative models like ChatGPT, Artificial Intelligence
Generated Content (AIGC) is undergoing explosive development. Not limited to text and …

Comparative study on health monitoring of a marine engine using multivariate physics-based models and unsupervised data-driven models

C Fu, X Liang, Q Li, K Lu, F Gu, AD Ball, Z Zheng - Machines, 2023 - mdpi.com
The marine engine is a complex-structured multidisciplinary system that operates in a harsh
environment involving high temperatures and pressures and gas/fluid/solid interactions …

An AIGC-driven Score-Based Diffusion Approach for Industrial Time Series

L Ren, J Li, H Wang - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
In the context of Industrial Internet of Things (IIoT), time series data is essential for
maintenance and operational efficiency. However, challenges in IIoT data transmission …

¿ Es posible pronosticar el precio por kilogramo en el mercado porcícola como una herramienta de gestión de riesgo?

JC Zapata Bustamante - 2024 - repository.eafit.edu.co
Due to the high volatility on the price per kilogram (COP/kg) in the pork market, the
development of a predictive model as a risk management tool for producers is sought. The …