Concepedia

Murat Külahçı

MK

54

Publications

1.6K

Citations

23

H-Index

2003

Active since

Affiliations

Technical University of Denmark(Current)

Luleå University of Technology

Arizona State University

University of Massachusetts Amherst

University of California, Davis

Murat Külahçı is an author at Technical University of Denmark specializing in engineering, systems engineering, and data science.

Top concepts

EngineeringSystems EngineeringStatisticsData ScienceComputer ScienceBusinessProcess ControlData MiningIndustrial EngineeringProcess Measurement

Publications per year

2003–2023

54

Publications

54

Real-time fault detection and diagnosis using sparse principal component analysis

Shriram Gajjar, Murat Külahçı, Ahmet Palazoğlu · Journal of Process Control · 2017 · 146 citations

Fault Diagnosis, Reliability Engineering, Engineering +9

On the structure of dynamic principal component analysis used in statistical process monitoring

Erik Vanhatalo, Murat Külahçı, Bjarne Bergquist · Chemometrics and Intelligent Laboratory Systems · 2017 · 101 citations · Full text

Engineering, Industrial Engineering, Vector Autoregression +23

An extended Tennessee Eastman simulation dataset for fault-detection and decision support systems

Christopher Reinartz, Murat Külahçı, Ole Ravn · Computers & Chemical Engineering · 2021 · 98 citations

Fault Diagnosis, Reliability Engineering, Engineering +14

Active learning for data streams: a survey

Davide Cacciarelli, Murat Külahçı · Machine Learning · 2023 · 79 citations · Full text

A novel fault detection and diagnosis approach based on orthogonal autoencoders

Davide Cacciarelli, Murat Külahçı · Computers & Chemical Engineering · 2022 · 60 citations · Full text

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