Results 91 to 100 of about 2,912 (188)

Energy saving by Artificial intelligence-based fault detection and diagnosis: 42 chiller case studies

open access: yesCase Studies in Thermal Engineering
This study proposes an Artificial Intelligence (AI)-based Fault Detection and Diagnosis (FDD) system for chiller fault diagnostics, utilizing a One-Dimensional Convolutional Neural Network (1D-CNN) combined with Transfer Learning to enhance ...
Yen-Tang Chen   +4 more
doaj   +1 more source

A Versatile Simulation Environment of FTC Architectures for Large Transport Aircraft [PDF]

open access: yes, 2010
We present a simulation environment with 3-D stereo visualization facilities destined for an easy setup and versatile assessment of fault detection and diagnosis based fault tolerant control systems.
Ossmann, Daniel   +2 more
core  

State-of-the-Art Fault Detection and Diagnosis in Power Transformers: A Review of Machine Learning and Hybrid Methods

open access: yesIEEE Access
Fault detection and diagnosis (FDD) in power transformers is essential for maintaining reliability and safety in modern power systems. Recent trends in transformer fault diagnosis include the use of advanced monitoring systems and data analysis ...
Lebo Dina Mashifane   +2 more
doaj   +1 more source

Improving the Navigability of a Hexapod Robot Using a Fault-Tolerant Adaptive Gait

open access: yesInternational Journal of Advanced Robotic Systems, 2012
This paper encompasses a study on the development of a walking gait for fault tolerant locomotion in unstructured environments. The fault tolerant gait for adaptive locomotion fulfills stability conditions in opposition to a fault (locked joints or ...
Umar Asif
doaj   +1 more source

Efficiency-Centered Fault Diagnosis of In-Service Induction Motors for Digital Twin Applications: A Case Study on Broken Rotor Bars

open access: yesMachines
The uninterrupted operation of induction motors is crucial for industries, ensuring reliability and continuous functionality. To achieve this, we propose an innovative approach that utilizes an efficiency model-based digital shadow system for in situ ...
Adamou Amadou Adamou, Chakib Alaoui
doaj   +1 more source

A novel fault detection and diagnosis approach for three-phase full-bridge inverter in permanent magnet synchronous motor based on optimal information gain threshold determination and supervised machine learning algorithms

open access: yesResults in Engineering
The establishment of numerous Fault Detection and Diagnosis (FDD) methods, particularly for the Three-phase Full-bridge Inverter (TFI), aims to improve the reliability of Motor Drive Systems (MDS).
Ramzi El Idrissi   +4 more
doaj   +1 more source

Robust Actuator Fault Detection and Diagnosis for a Quadrotor UAV With External Disturbances

open access: yesIEEE Access, 2018
This paper presents a robust actuator fault detection and diagnosis (FDD) scheme for a quadrotor UAV (QUAV) in the presence of external disturbances.
Yujiang Zhong   +4 more
doaj   +1 more source

Advancing Building Fault Diagnosis Using the Concept of Contextual and Heterogeneous Test

open access: yesEnergies, 2019
Fault diagnosis and maintenance of a whole-building system is a complex task to perform. A wide range of available building fault detection and diagnosis (FDD) tools are only capable of performing fault detection using behavioral constraints analysis ...
Mahendra Singh   +4 more
doaj   +1 more source

A Control Framework for Autonomous Smart Grids for Space Power Applications [PDF]

open access: yes
With the National Aeronautics and Space Administration's (NASA) rising interest in lunar surface operations and deep space exploration, there is a growing need to move from traditional ground-based mission operations to more autonomous vehicle level ...
Carbone, Marc A.
core   +1 more source

Domain Generalized Open-Set Fault Detection and Diagnosis for Belt Conveyor Systems With Prototype Learning

open access: yesIEEE Access
Belt conveyor systems are essential across various industries but are prone to faults due to their distinctive design and challenging operational environments. Various approaches have been explored for fault detection and diagnosis (FDD) in belt conveyor
Jinyou Kim, Ilkyu Yi, Young-Joo Suh
doaj   +1 more source

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