Jernej Mlinarič

1. MLINARIČ, Jernej. Razvoj varnostnih sistemov za vodenje pogonskega sistema električnega kolesa : diplomsko delo. [Maribor: J. Mlinarič, 2018]. V, 52 f., ilustr. Digital Library of the University of Maribor – DLUM. [COBISS.SI-ID 21763862]

2. BERNAD, Peter, ZAJC, Aljaž, FRIŠ, Rok, MLINARIČ, Jernej, RAKUN, Jurij. Farmbeast. In: FLOTO, Helga (ed.), GRIEPENTROG, Hans W. (ed.). Proceedings of the 16th Field Robot Event 2018, Bernburg- Strenzfeld, Germany, June 12th-14th, 2018 : Conducted in conjunction with the DLG-Feldtage/ DLG Field Days. Stuttgart: University of Hohenheim, Technology in Crop Production, February 2019. Str. 113-124, ilustr. [COBISS.SI-ID 4594988]

3. MLINARIČ, Jernej. Diagnostika in prognostika elektromehanskih sklopov na podlagi mehanskih, električnih, vibracijskih in akustičnih signalov : magistrsko delo. Maribor: [J. Mlinarič], 2020. 85 f., ilustr. https://dk.um.si/IzpisGradiva.php?lang=slv&id=77124, Digital Library of the University of Maribor – DLUM. [COBISS.SI-ID 38350595]

4. PREGELJ, Boštjan, PETROVČIČ, Janko, MLINARIČ, Jernej, DOLANC, Gregor. Diagnostic system for end-of-line quality assessment of BLDC vacuum motors DS714 : documentation of the diagnostic application. 2022. IJS delovno poročilo, 14491. [COBISS.SI-ID 174029827]

5. ŽNIDARIČ, Luka, MLINARIČ, Jernej, JURIČIĆ, Đani. Fina detekcija degradirane kakovosti v proizvodnji elektromotorjev = Detecting fine quality degradations in electromotor manufactoring. In: MUŠKINJA, Nenad (ed.), ROTOVNIK, Milan (ed.), BRATINA, Božidar (ed.). AIG'23 : 13.-14. april 2023, Hotel Habakuk, Maribor : zbornik trinajste konference Avtomatizacija v industriji in gospodarstvu. Elektronska izd. Ljubljana: Društvo avtomatikov Slovenije, 2023. Str. [1-3], ilustr. Zbirka Zborniki prispevkov konference AIG. ISBN 978-961-93818-9-2. https://aig.si/23/zbornik/clanki/Luka_Znidaric.pdf. [COBISS.SI-ID 207452163]

6. MLINARIČ, Jernej, PREGELJ, Boštjan, PETROVČIČ, Janko. Measuring the phase shift between hall signals and phase voltages for purpose of end quality control of BLDC motor production. In: TERZI, Sergio (ed.). Innovative intelligent industrial production and logistics : 4th International Conference, IN4PL 2023, Rome, Italy, November 15–17, 2023, Proceedings. Cham: Springer, cop. 2023. Str. 1-11, ilustr. Communications in Computer and Information Science, vol. 1886. ISBN 978-3-031-49339-3. ISSN 1865-0929. https://link.springer.com/book/9783031493386#book-header, DOI: 10.1007/978-3-031-49339-3_2. [COBISS.SI-ID 174484483]

7. MLINARIČ, Jernej, PREGELJ, Boštjan, PETROVČIČ, Janko. Merjenje zasuka med Hallovimi signali in faznimi napetostmi = Measuring the angular displacement between Hall signals and phase voltages. In: MUŠKINJA, Nenad (ed.), ROTOVNIK, Milan (ed.), BRATINA, Božidar (ed.). AIG'23 : 13.-14. april 2023, Hotel Habakuk, Maribor : zbornik trinajste konference Avtomatizacija v industriji in gospodarstvu. Elektronska izd. Ljubljana: Društvo avtomatikov Slovenije, 2023. Str. [1-8], ilustr. Zbirka Zborniki prispevkov konference AIG. ISBN 978-961-93818-9-2. https://aig.si/23/zbornik/clanki/Jernej_Mlinaric.pdf. [COBISS.SI-ID 149714947]

8. MLINARIČ, Jernej, PREGELJ, Boštjan, PETROVČIČ, Janko. Navodila za prilagajanje parametrov TRAMPA krmilnika VESC 6 MK V : delovno poročilo. Ljubljana: Institut "Jožef Stefan", 2024. 1 datoteka PDF (18 str.), ilustr. IJS delovno poročilo, 14618. [COBISS.SI-ID 182984451]

9. MLINARIČ, Jernej, PREGELJ, Boštjan, BOŠKOSKI, Pavle, DOLANC, Gregor, PETROVČIČ, Janko. Optimization of reliability and speed of the end-of-line quality inspection of electric motors using machine learning. In: 5th IFAC/INSTICC International Conference on Innovative Intelligent Industrial Production and Logictics : final program and book of abstracts : Porto, Portugal, 21-22 November, 2024. [Porto]: Scitepress - Science and Technology Publications, cop. 2024. Str. 44-45. [COBISS.SI-ID 254913027]

10. MLINARIČ, Jernej, PREGELJ, Boštjan, BOŠKOSKI, Pavle, DOLANC, Gregor, PETROVČIČ, Janko. Optimization of reliability and speed of the end-of-line quality inspection of electric motors using machine learning. Advances in production engineering & management. Jun. 2024, vol. 19, no. 2, pp 182–196, ilustr. ISSN 1854-6250. https://apem-journal.org/Archives/2024/Abstract-APEM19-2_182-196.html, http://www.dlib.si/details/URN:NBN:SI:doc-2IOABIMS, Digital Library of the University of Maribor – DLUM, DOI: 10.14743/apem2024.2.500. [COBISS.SI-ID 214818307]

11. PREGELJ, Boštjan, PETROVČIČ, Janko, MLINARIČ, Jernej, DOLANC, Gregor. Diagnostični sistem za končno kontrolo brezkrtačnih (BLDC) motorjev DSML15a : dokumentacija diagnostične aplikacije. Ljubljana: Institut Jožef Stefan, Odsek za sisteme in vodenje, 2025. 1 spletni vir (1 datoteka PDF (24 str.)), ilustr. IJS delovno poročilo, 14809, zaupno. http://library.ijs.si/. [COBISS.SI-ID 224191491]

12. MLINARIČ, Jernej, PREGELJ, Boštjan, DOLANC, Gregor. End-of-line quality control based on mel-frequency spectrogram analysis and deep learning. Machines. 2025, vol. 13, iss. 7, 1-26 str., ilustr. ISSN 2075-1702. https://www.mdpi.com/2075-1702/13/7/626, DOI: 10.3390/machines13070626. [COBISS.SI-ID 245729539]

13. MLINARIČ, Jernej, PREGELJ, Boštjan, BOŠKOSKI, Pavle, PETROVČIČ, Janko, DOLANC, Gregor. A transfer learning approach to machine learning-based end-of-line quality inspection. Advances in production engineering & management. Jun. 2025, vol. 20, no. 2, str. 277-290, ilustr. ISSN 1854-6250. https://apem-journal.org/Archives/2025/Abstract-APEM20-2_277-290.html, http://www.dlib.si/details/URN:NBN:SI:doc-M9KD6WDW, Digital Library of the University of Maribor – DLUM, DOI: 10.14743/apem2025.2.540. [COBISS.SI-ID 251458307]

14. MLINARIČ, Jernej. Uporaba umetne inteligence pri končni kontroli kvalitete elektromotorjev : ASM '25, Posvet avtomatizacija strege in montaže 2025, Ljubljana, 4. december 2025. [COBISS.SI-ID 267286787]

15. MLINARIČ, Jernej, DOLANC, Gregor. AI-enabled end-of-line quality control in electric motor manufacturing : methods, challenges, and future directions. Machines. Feb. 2026, vol. 14, iss. 2, [article no.] 149, str. 1-23, ilustr. ISSN 2075-1702. https://www.mdpi.com/2075-1702/14/2/149, DiRROS - Digital repository of Slovenian research organizations, DOI: 10.3390/machines14020149. [COBISS.SI-ID 267289859]

16. MLINARIČ, Jernej, PREGELJ, Boštjan, DOLANC, Gregor. Deep learning-based anomaly detection in electric motor production using Mel-spectrogram representations and a hybrid neural network. Machines. Sep. 2026, vol. 14, iss. 9, [article no.] 1009, str. 1-17, ilustr. ISSN 2075-1702. https://www.mdpi.com/2075-1702/14/9/1009, DiRROS - Digital repository of Slovenian research organizations, DOI: 10.3390/machines14091009. [COBISS.SI-ID 290517763]

17. MLINARIČ, Jernej, PREGELJ, Boštjan, DOLANC, Gregor. Transferable time-frequency representations for data-efficient end-of-line quality inspection of electric motors. In: MMT Symposium 60th Anniversary of Mechanism and Machine Theory : June 21-23, 2026, Porto, Portugal : book of abstracts. [S. l.: s. n.], 2026. Str. 80-81. https://mmtsymposium.com/wp-content/uploads/2026/06/mmtsymposium2026_boa-2.pdf. [COBISS.SI-ID 284847107]

18. MLINARIČ, Jernej. Uporaba umetne inteligence pri končni kontroli kvalitete elektromotorjev. Ventil : revija za fluidno tehniko in avtomatizacijo. feb. 2026, letn. 32, št. 1, str. 44-48, ilustr. ISSN 1318-7279. https://revija-ventil.si/wp-content/uploads/ventil-32-2026-1.pdf, Repository of the University of Ljubljana – RUL . [COBISS.SI-ID 269956099]

19. MLINARIČ, Jernej. Uporaba umetne inteligence pri končni kontroli kvalitete elektromotorjev. Ventil : revija za fluidno tehniko, avtomatizacijo in mehatroniko. Feb. 2026, vol. 32, [št. ]1, str. 44-48, ilustr. ISSN 2630-4090. https://revija-ventil.si/uporaba-umetne-inteligence-pri-koncni-kontroli-kvalitete-elektromotorjev/, DiRROS - Digital repository of Slovenian research organizations, DOI: 10.5545/Ventil-32-2026-1.19. [COBISS.SI-ID 270934787]