Artificial neural network-based decision support systems in manufacturing processes: A systematic literature review

F Mumali - Computers & Industrial Engineering, 2022 - Elsevier
The use of artificial neural network models to enrich the analytical and predictive capabilities
of decision support systems in manufacturing has increased. The growing complexity and …

A review on artificial intelligence applications for grid-connected solar photovoltaic systems

VSB Kurukuru, A Haque, MA Khan, S Sahoo, A Malik… - Energies, 2021 - mdpi.com
The use of artificial intelligence (AI) is increasing in various sectors of photovoltaic (PV)
systems, due to the increasing computational power, tools and data generation. The …

Electrolytic capacitor: Properties and operation

J Torki, C Joubert, A Sari - Journal of Energy Storage, 2023 - Elsevier
Due to their high specific volumetric capacitance, electrolytic capacitors are used in many
fields of power electronics, mainly for filtering and energy storage functions. Their …

[HTML][HTML] Application of machine learning algorithms in prognostics and health monitoring of electronic systems: A review

D Bhat, S Muench, M Roellig - e-Prime-Advances in Electrical Engineering …, 2023 - Elsevier
In the modern age of digitalization, electronics are fundamental to any engineering system.
With the current strong focus on the Internet of Things (IoT), autonomous vehicles and …

Towards Physics-Informed Machine Learning-Based Predictive Maintenance for Power Converters–A Review

Y Fassi, V Heiries, J Boutet… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Predictive maintenance for power electronic converters has emerged as a critical area of
research and development. With the rapid advancements in deep-learning techniques, new …

Prediction of capacitor's accelerated aging based on advanced measurements and deep neural network techniques

H Liu, T Claeys, D Pissoort… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Capacitors are widely used in electronic systems and have a key function in electromagnetic
compatibility (EMC) compliance. However, the aging of capacitors results in an alteration of …

Online monitoring of aluminum electrolytic capacitors in photovoltaic systems by magnetoresistive sensors

W Miao, KH Lam, PWT Pong - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
Due to the environmental concerns and new energy policies, worldwide expectations for
energy production utilizing photovoltaic (PV) systems are increasing significantly. The …

Sustainability analysis of a ZnO-NaCl-based capacitor using accelerated life testing and an intelligent modeling approach

PK Sharma, C Bhargava, K Kotecha - Sustainability, 2021 - mdpi.com
From small toys to satellites, capacitors play a vital role as an energy storage element,
filtering or controlling other critical tasks. This research paper focuses on estimating the …

Prognostics of aluminum electrolytic capacitors based on chained-SVR and 1D-CNN ensemble learning

F Wang, Y Cai, H Tang, Z Lin, Y Pei, Y Wu - Arabian Journal for Science …, 2022 - Springer
Distributed control systems (DCSs) have been playing a vital role in the safe and reliable
operation of nuclear power plants. The switched-mode power supply (SMPS) is a key part of …

Validation of diabetes-related awareness instrument (DRAI) to measure diabetics awareness towards risk factors and prevention strategies

P Kansra, S Oberoi, C Bhargava… - International Journal of …, 2022 - emerald.com
Purpose Accessibility to a precise tool for healthcare management and self-precaution
among diabetic patients is an absolute necessity. This paper aims to develop and validate …