Concepedia

Dejan Petelin

DP

6

Publications

281

Citations

6

H-Index

2011

Active since

Affiliations

Jožef Stefan Institute(Current)

University of Nova Gorica

Jožef Stefan International Postgraduate School

Dejan Petelin is an author at Jožef Stefan Institute specializing in engineering, systems engineering, and data science.

Top concepts

EngineeringSystems EngineeringData ScienceDiagnosisStatisticsFault DiagnosisProcess ControlComputer ScienceMachine LearningPredictive Analytics

Publications per year

2011–2014

6

Publications

6

Bearing fault prognostics using Rényi entropy based features and Gaussian process models

Pavle Boškoski, Matej Gašperin, Dejan Petelin et al. · Mechanical Systems and Signal Processing · 2014 · 94 citations

Fault Prognostics, Fault Diagnosis, Reliability Engineering +10

GP-DEMO: Differential Evolution for Multiobjective Optimization based on Gaussian Process models

Miha Mlakar, Dejan Petelin, Tea Tušar et al. · European Journal of Operational Research · 2014 · 66 citations

Mathematical Programming, Differential Evolution, Evolution Strategy +8

Evolving Gaussian process models for prediction of ozone concentration in the air

Dejan Petelin, Alexandra Grancharova, Juš Kocijan · Simulation Modelling Practice and Theory · 2012 · 51 citations

Engineering, Atmospheric Science, Ozone Concentration +9

Control system with evolving Gaussian process models

Dejan Petelin, Juš Kocijan · 2011 · 30 citations

Nonlinear System Identification, Control Method, Engineering +14

Bearing fault prognostics based on signal complexity and Gaussian process models

Pavle Boškoski, Matej Gašperin, Dejan Petelin · 2012 · 23 citations

Fault Diagnosis, Engineering, Signal Complexity +21

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