Personal information

Other IDs

SciProfiles: 983912
ResearcherID: AAV-4934-2020

Activities

Collapse all

Employment (1)

University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture: Zagreb, HR

2014-02-01 to 2019-12 (Department of Industrial Engineering)
Employment
Source: Self-asserted source
Davor Kolar

Education and qualifications (1)

University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture: Zagreb, HR

2007 to 2012 (Department of Industrial Engineering)
Education
Source: Self-asserted source
Davor Kolar

Works (11)

Improving Time Study Methods Using Deep Learning-Based Action Segmentation Models

Applied Sciences
2024-01-31 | Journal article
DOI: 10.3390/app14031185
Contributors: Mihael Gudlin; Miro Hegedić; Matija Golec; Davor Kolar
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Ship Diesel Engine Fault Diagnosis Using Data Science and SVM Classifier

2023 | Book chapter
DOI: 10.1007/978-3-031-31719-4_1
Contributors: Michał Pająk; Marcin Kluczyk; Łukasz Muślewski; Dragutin Lisjak; Davor Kolar
Source: check_circle
Crossref

Ship Diesel Engine Fault Diagnosis Using Data Science and Machine Learning

Electronics
2023-09-12 | Journal article
DOI: 10.3390/electronics12183860
Contributors: Michał Pająk; Marcin Kluczyk; Łukasz Muślewski; Dragutin Lisjak; Davor Kolar
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Improvement of Failure Mode and Effects Analysis Using Fuzzy and Adaptive Neuro-Fuzzy Inference System

Machines
2023-07-14 | Journal article
DOI: 10.3390/machines11070739
Contributors: Jelena Ivančan; Dragutin Lisjak; Duško Pavletić; Davor Kolar
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Metrics Related to Confusion Matrix as Tools for Conformity Assessment Decisions

Applied Sciences
2023-07-14 | Journal article
DOI: 10.3390/app13148187
Contributors: Dubravka Božić; Biserka Runje; Dragutin Lisjak; Davor Kolar
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Identification of Inability States of Rotating Machinery Subsystems Using Industrial IoT and Convolutional Neural Network – Initial Research

Tehnički glasnik
2023-05-13 | Journal article
DOI: 10.31803/tg-20230502171228
Contributors: Davor Kolar; Dragutin Lisjak; Martin Curman; Juraj Benic
Source: check_circle
Crossref

Condition Monitoring of Rotary Machinery Using Industrial IOT Framework

Tehnički glasnik
2022-06-23 | Journal article
DOI: 10.31803/tg-20220517173151
Contributors: Davor Kolar; Dragutin Lisjak; Martin Curman; Michał Pająk
Source: check_circle
Crossref

Analysis of the Use of Fatty Acid Methyl Esters as an Additive to Diesel Fuel for Internal Combustion Engines

Energies
2021-10-28 | Journal article
DOI: 10.3390/en14217057
Contributors: Łukasz Muślewski; Marietta Markiewicz; Michał Pająk; Tomasz Kałaczyński; Davor Kolar
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Automated and Controlled Data Collection Using Industrial IoT System for Smart Maintenance

Tehnički glasnik
2021-09-14 | Journal article
DOI: 10.31803/tg-20210728122543
Contributors: Martin Curman; Davor Kolar; Dragutin Lisjak; Tihomir Opetuk
Source: check_circle
Crossref

Intelligent Fault Diagnosis of Rotary Machinery by Convolutional Neural Network with Automatic Hyper-Parameters Tuning Using Bayesian Optimization

Sensors
2021-03-31 | Journal article
DOI: 10.3390/s21072411
Contributors: Davor Kolar; Dragutin Lisjak; Michał Pająk; Mihael Gudlin
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Fault Diagnosis of Rotary Machines Using Deep Convolutional Neural Network with Wide Three Axis Vibration Signal Input

Sensors
2020-07 | Journal article | Author
DOI: 10.3390/s20144017
Contributors: Davor Kolar; Dragutin Lisjak; Michał Pająk; Danijel Pavković
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Peer review (18 reviews for 9 publications/grants)

Review activity for Applied sciences. (3)
Review activity for Electronics. (1)
Review activity for Engineering applications of artificial intelligence. (1)
Review activity for IEEE transactions on industrial electronics : (5)
Review activity for Machines. (1)
Review activity for Proceedings of the Institution of Mechanical Engineers. (1)
Review activity for Sensors. (4)
Review activity for Structural health monitoring (1)
Review activity for Symmetry. (1)
How many people are using ORCID?