Recent Advances in Intelligent Algorithms for Fault Detection and Diagnosis

Publikation: Beiträge in ZeitschriftenÜbersichtsarbeitenForschung

Standard

Recent Advances in Intelligent Algorithms for Fault Detection and Diagnosis. / Mercorelli, Paolo.
in: Sensors, Jahrgang 24, Nr. 8, 2656, 22.04.2024.

Publikation: Beiträge in ZeitschriftenÜbersichtsarbeitenForschung

Harvard

APA

Vancouver

Bibtex

@article{a7c83eb86b964492b0fa7189e40fc668,
title = "Recent Advances in Intelligent Algorithms for Fault Detection and Diagnosis",
abstract = "Fault-finding diagnostics is a model-driven approach that identifies a system{\textquoteright}s malfunctioning portion. It uses residual generators to identify faults, and various methods like isolation techniques and structural analysis are used. However, diagnostic equipment doesn{\textquoteright}t measure the remaining signal-to-noise ratio. Residual selection identifies fault-detecting generators. Fault detective diagnostic (FDD) approaches have been investigated and implemented for various industrial processes. However, industrial operations make it difficult to implement FDD techniques. To bridge the gap between theoretical methodologies and implementations, hybrid approaches and intelligent procedures are needed. Future research should focus on improving fault prognosis, allowing for accurate prediction of process failures and avoiding safety hazards. Real-time and comprehensive FDD strategies should be implemented in the age of big data.",
keywords = "fault detection techniques, fault location techniques, high impedance fault, literature review, modeling, Engineering",
author = "Paolo Mercorelli",
note = "Publisher Copyright: {\textcopyright} 2024 by the author.",
year = "2024",
month = apr,
day = "22",
doi = "10.3390/s24082656",
language = "English",
volume = "24",
journal = "Sensors",
issn = "1424-8239",
publisher = "MDPI AG",
number = "8",

}

RIS

TY - JOUR

T1 - Recent Advances in Intelligent Algorithms for Fault Detection and Diagnosis

AU - Mercorelli, Paolo

N1 - Publisher Copyright: © 2024 by the author.

PY - 2024/4/22

Y1 - 2024/4/22

N2 - Fault-finding diagnostics is a model-driven approach that identifies a system’s malfunctioning portion. It uses residual generators to identify faults, and various methods like isolation techniques and structural analysis are used. However, diagnostic equipment doesn’t measure the remaining signal-to-noise ratio. Residual selection identifies fault-detecting generators. Fault detective diagnostic (FDD) approaches have been investigated and implemented for various industrial processes. However, industrial operations make it difficult to implement FDD techniques. To bridge the gap between theoretical methodologies and implementations, hybrid approaches and intelligent procedures are needed. Future research should focus on improving fault prognosis, allowing for accurate prediction of process failures and avoiding safety hazards. Real-time and comprehensive FDD strategies should be implemented in the age of big data.

AB - Fault-finding diagnostics is a model-driven approach that identifies a system’s malfunctioning portion. It uses residual generators to identify faults, and various methods like isolation techniques and structural analysis are used. However, diagnostic equipment doesn’t measure the remaining signal-to-noise ratio. Residual selection identifies fault-detecting generators. Fault detective diagnostic (FDD) approaches have been investigated and implemented for various industrial processes. However, industrial operations make it difficult to implement FDD techniques. To bridge the gap between theoretical methodologies and implementations, hybrid approaches and intelligent procedures are needed. Future research should focus on improving fault prognosis, allowing for accurate prediction of process failures and avoiding safety hazards. Real-time and comprehensive FDD strategies should be implemented in the age of big data.

KW - fault detection techniques

KW - fault location techniques

KW - high impedance fault

KW - literature review

KW - modeling

KW - Engineering

UR - http://www.scopus.com/inward/record.url?scp=85191374601&partnerID=8YFLogxK

UR - https://www.mendeley.com/catalogue/fdf4cf9f-fe46-3c4a-aaa1-619f9bac3a27/

U2 - 10.3390/s24082656

DO - 10.3390/s24082656

M3 - Scientific review articles

C2 - 38676272

AN - SCOPUS:85191374601

VL - 24

JO - Sensors

JF - Sensors

SN - 1424-8239

IS - 8

M1 - 2656

ER -

DOI

Zuletzt angesehen

Aktivitäten

  1. How does tree sapling diversity influence browsing intensity by deer across spatial scales?
  2. Inter-university Consortium for Political and Social Research Summer Program in Quantitative Methods - 2019
  3. Breaks and age related strain in continuous physical work
  4. Are Self-Employed Time and Money Poor? Dynamics of Interpendent Multidimensional Poverty with German Time Use Diary Data
  5. Istron-Tagung 2008
  6. IMISCOE (Verlag)
  7. Internes Anti-Rassismus-Training
  8. HOW SUSTAINABILITY ACCOUNTING CONTRIBUTES TO IMPROVED INFORMATION MANAGEMENT AND MANAGEMENT CONTROL
  9. The relationship between intragenerational and intergenerational justice in the use of ecosystems and their services. An ecological-economic mode.
  10. Sonic Spaces and Playfulness
  11. The relationship between intragenerational and intergenerational justice in the use of ecosystems and their services
  12. Investigating the relationship between teachers' acceptance and use of educational technology and student data
  13. Processes of Sustainability Transformation. An inter- and transdisciplinary project
  14. Empathic Healthcare Chatbots: Comparing the Effects of Emotional Expression and Caring Behavior
  15. Kunstuniversität Linz
  16. Aesthetics of complexity, artists and resilient communities in urban anthropo-scenes
  17. From the Environmental State to the Sustainability State? Conceptualization, Indicators, and Examples
  18. 2nd Interdisciplinary Insights on Fraud and Corruption - I2FC 2014
  19. Universität von St. Andrews
  20. Der "als-ob" Modus: Polizei, Protest, Staatlichkeit
  21. Experimente in den Sozialwissenschaften: Methodenkurs
  22. Stimmtraining - 2009