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Keywords

Faults detection Induction machine Wind turbine MIMO Fault detection Power spectral density estimation Electronic Warfare Signal processing Smart Grid Bearing failure Estimation Electronic warfare Stator current Ensemble empirical mode decomposition Subspace techniques ESPRIT Signal Processing Bearing faults Diagnosis Broken rotor bars
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Researcher identifiers

  • IdHAL : vincent-choqueuse
Number of documents

55

Data scientist / Signal Processing expert

I was born in 1981 in Brest, France. I received the Dipl.-Ing. and the M.Sc. degrees in 2004 and 2005, respectively, from Troyes University of Technology (UTT), France. In 2008, I received the Ph.D. degree in multidimensional statistical analysis from University of Brest (UBO) and ENSTA Bretagne, France. Since September 2009, I have been Associate Professor at the IUT of Brest, France, and a member of the Laboratory LBMS (EA 4325). My research interests focus on signal processing and statistics for power systems monitoring (current signature analysis, smart grid), communications and digital audio. I'm also interested about data science and web programming.

Journal articles22 documents

  • Vincent Choqueuse, Pierre Granjon, Adel Belouchrani, François Auger, Mohamed Benbouzid. Monitoring of Three-Phase Signals based on Singular-Value Decomposition. IEEE Transactions on Smart Grid, Institute of Electrical and Electronics Engineers, 2019, 10 (6), pp.6156-6166. ⟨10.1109/TSG.2019.2898118⟩. ⟨hal-02137323⟩
  • Vincent Choqueuse, Adel Belouchrani, François Auger, Mohamed Benbouzid. Frequency and Phasor Estimations in Three-Phase Systems: Maximum Likelihood Algorithms and Theoretical Performance. IEEE Transactions on Smart Grid, Institute of Electrical and Electronics Engineers, 2019, 10 (3), pp.3248-3258. ⟨10.1109/TSG.2018.2822323⟩. ⟨hal-02469555⟩
  • Elhoussin Elbouchikhi, Vincent Choqueuse, François Auger, Mohamed Benbouzid. Motor Current Signal Analysis Based on a Matched Subspace Detector. IEEE Transactions on Instrumentation and Measurement, Institute of Electrical and Electronics Engineers, 2017, 66 (12), pp.3260 - 3270. ⟨10.1109/TIM.2017.2749858⟩. ⟨hal-01651982⟩
  • El Houssin El Bouchikhi, Vincent Choqueuse, Yassine Amirat, Mohamed Benbouzid. An Efficient Hilbert–Huang Transform-Based Bearing Faults Detection in Induction Machines. IEEE Transactions on Energy Conversion, Institute of Electrical and Electronics Engineers, 2017, June 2017, 32 (2), pp.401 - 413. ⟨10.1109/TEC.2017.2661541⟩. ⟨hal-01531783⟩
  • Zakarya Oubrahim, Vincent Choqueuse, Yassine Amirat, Mohamed Benbouzid. Maximum Likelihood Frequency and Phasor Estimations for Electric Power Grid Monitoring. IEEE Transactions on Industrial Informatics, Institute of Electrical and Electronics Engineers, 2017, pp.1 - 1. ⟨10.1109/TII.2017.2727529⟩. ⟨hal-01651985⟩
  • Zakarya Oubrahim, Vincent Choqueuse, Yassine Amirat, Mohamed Benbouzid. Disturbances Classification based on a Model Order Selection Method for Power Quality Monitoring. IEEE Transactions on Industrial Electronics, Institute of Electrical and Electronics Engineers, 2017, ⟨10.1109/TIE.2017.2711565⟩. ⟨hal-01576981⟩
  • Youness Trachi, El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid, Wang Tianzhen. A Novel Induction Machine Fault Detector Based on Hypothesis Testing. IEEE Transactions on Industry Applications, Institute of Electrical and Electronics Engineers, 2016, May-June 2017 53 (3), pp.3039 - 3048. ⟨10.1109/TIA.2016.2625769⟩. ⟨hal-01531787⟩
  • El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid. Induction machine bearing faults detection based on a multi-dimensional MUSIC algorithm and maximum likelihood estimation. ISA Transactions, Elsevier, 2016, 63 pp.413-424. ⟨10.1016/j.isatra.2016.03.007⟩. ⟨hal-01356692⟩
  • Youness Trachi, El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid. Induction Machines Fault Detection Based on Subspace Spectral Estimation. IEEE Transactions on Industrial Electronics, Institute of Electrical and Electronics Engineers, 2016, 63 (9), ⟨10.1109/TIE.2016.2570741⟩. ⟨hal-01356659⟩
  • El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid. Condition Monitoring of Induction Motors Based on Stator Currents Demodulation. INTERNATIONAL REVIEW OF ELECTRICAL ENGINEERING-IREE, 2015, 10 (6), pp.704-715. ⟨10.15866/iree.v10i6.7594⟩. ⟨hal-01276936⟩
  • El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid. Induction Machine Diagnosis using Stator Current Advanced Signal Processing. International Journal on Energy Conversion, 2015, 3 (3), pp.76-87. ⟨hal-01249256⟩
  • Vincent Choqueuse, Belouchrani Adel, El Houssin El Bouchikhi, Mohamed Benbouzid. Estimation of amplitude, phase and unbalance parameters in three phase systems: analytical solutions, efficient implementation and performance analysis. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2014, 62 (16), pp.4064 - 4076. ⟨10.1109/TSP.2014.2333565⟩. ⟨hal-01058109⟩
  • El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid, Jean Frédéric Charpentier. Etude comparative des techniques de traitement de signaux non-stationnaires pour le diagnostic des génératrices asynchrones d'éoliennes offshores et d'hydroliennes. European Journal of Electrical Engineering, Lavoisier, 2014, pp.47. ⟨hal-01077487⟩
  • El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid. Induction machine faults detection using stator current parametric spectral estimation. Mechanical Systems and Signal Processing, Elsevier, 2014, pp.447-464. ⟨10.1016/j.ymssp.2014.06.015⟩. ⟨hal-01079500⟩
  • Yassine Amirat, Vincent Choqueuse, Mohamed Benbouzid. EEMD-based windturbinebearingfailuredetectionusing the generatorstatorcurrenthomopolarcomponent. Mechanical Systems and Signal Processing, Elsevier, 2013, 41 (1-2), pp.667-678. ⟨10.1016/j.ymssp.2013.06.012⟩. ⟨hal-00874031⟩
  • El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid. Current Frequency Spectral Subtraction and Its Contribution to Induction Machines' Bearings Condition Monitoring. IEEE Transactions on Energy Conversion, Institute of Electrical and Electronics Engineers, 2012, 28 (1), pp.135 - 144. ⟨10.1109/TEC.2012.2227746⟩. ⟨hal-00787316⟩
  • Vincent Choqueuse, Mohamed Benbouzid, Yassine Amirat, Sylvie Turri. Diagnosis of Three-Phase Electrical Machines Using Multidimensional Demodulation Techniques. IEEE Transactions on Industrial Electronics, Institute of Electrical and Electronics Engineers, 2012, 59 (4), pp.2014-2023. ⟨10.1109/TIE.2011.2160138⟩. ⟨hal-00654230⟩
  • Yassine Amirat, Vincent Choqueuse, Mohamed Benbouzid, Sylvie Turri. Hilbert Transform-Based Bearing Failure Detection in DFIG-Based Wind Turbines. International Review of Electrical Engineering, Praise Worthy Prize, 2011, 6 (3), pp.1249-1256. ⟨hal-00630431⟩
  • Vincent Choqueuse, Ali Mansour, Gilles Burel, Ludovic Collin, Koffi Clément Yao. Blind Channel Estimation for STBC Systems Using Higher-Order Statistics. IEEE Transactions on Wireless Communications, Institute of Electrical and Electronics Engineers, 2011, 10 (2), pp.495 - 505. ⟨10.1109/TWC.2010.112310.091576⟩. ⟨hal-00566506⟩
  • Vincent Choqueuse, Mélanie Marazin, Ludovic Collin, Koffi Clément Yao, Gilles Burel. Blind Recognition of Linear Space–Time Block Codes: A Likelihood-Based Approach. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2010, 58 (3), pp.1290 - 1299. ⟨10.1109/TSP.2009.2036062⟩. ⟨hal-00460048⟩
  • Vincent Choqueuse, Stéphane Azou, Koffi Clément Yao, Ludovic Collin, Gilles Burel. Modulation Recognition for MIMO Communications. Military Technical Academy Review, 2009, XIX (2), pp.183-196. ⟨hal-00395159⟩
  • Vincent Choqueuse, Koffi Clément Yao, Ludovic Collin, Gilles Burel. Hierarchical Space-Time Block Code Recognition Using correlation matrices. IEEE Transactions on Wireless Communications, Institute of Electrical and Electronics Engineers, 2008, 7 (9), pp.3526-3534. ⟨10.1109/TWC.2008.070364⟩. ⟨hal-00395163⟩

Conference papers31 documents

  • Zakarya Oubrahim, Vincent Choqueuse, Yassine Amirat, Mohamed Benbouzid. Classification of three-phase power disturbances based on model order selection in smart grid applications. IECON, Oct 2016, Florence, Italy. pp.5143 - 5148, ⟨10.1109/IECON.2016.7793475⟩. ⟨hal-01449091⟩
  • Youness Trachi, Elhoussin Elbouchikhi, Vincent Choqueuse, Tianzhen Wang, Mohamed Benbouzid. Induction machine faults detection based on a constant false alarm rate detector. IECON, Oct 2016, Florence, Italy. pp.6359 - 6363, ⟨10.1109/IECON.2016.7793928⟩. ⟨hal-01449096⟩
  • Zakarya Oubrahim, Vincent Choqueuse, Yassine Amirat, Mohamed Benbouzid. An Improved Algorithm for Power System Fault Type Classification based on Least Square Phasor Estimation. 41st Annual Conference of the IEEE Industrial Electronics Society, IECON 2015, Nov 2015, Yokohama, Japan. ⟨10.1109/IECON.2015.7392515⟩. ⟨hal-01311209⟩
  • Vincent Choqueuse, El Houssin El Bouchikhi, Mohamed Benbouzid. Maximum likelihood frequency estimation in smart grid applications. ISIE 2015, Jun 2015, Buzios, Brazil. ⟨10.1109/ISIE.2015.7281667⟩. ⟨hal-01212112⟩
  • Youness Trachi, El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid. Stator Current Analysis by Subspace Methods for Fault Detection in Induction Machines. Industrial Electronics Society, IECON 2015 - 41st Annual Conference of the IEEE, Nov 2015, Yokohama, Japan. ⟨10.1109/IECON.2015.7392639⟩. ⟨hal-01264782⟩
  • Vincent Choqueuse, A Belouchrani, Guillaume Bouleux, Mohamed Benbouzid. Voltage Sags Estimation in Three-Phase Systems using Unconditional Maximum Likelihood Estimation. 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), IEEE, Apr 2015, Brisbane, Australia. pp.2869 - 2873, ⟨10.1109/ICASSP.2015.7178495⟩. ⟨hal-01146218⟩
  • Vincent Choqueuse, A Belouchrani, Mohamed Benbouzid. Phasor estimation using conditional maximum likelihood: Strengths and limitations. Signal Processing Conference (EUSIPCO), 2015 23rd European, Aug 2015, Nice, France. ⟨10.1109/EUSIPCO.2015.7362785⟩. ⟨hal-01264553⟩
  • El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid, Jose A. Antonino-Daviu. Stator current demodulation for induction machine rotor faults diagnosis. International Conference on Green Energy 2014, Mar 2014, Sfax, Tunisia. pp.176 - 181, ⟨10.1109/ICGE.2014.6835418⟩. ⟨hal-01015474⟩
  • Vincent Choqueuse, El Houssin El Bouchikhi, Mohamed Benbouzid. Analyse Spectrale Paramétrique dans un contexte Smart-Grid. GRETSI 2013, Sep 2013, France. pp.1-4. ⟨hal-00863015⟩
  • El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid. Non-stationary spectral estimation for wind turbine induction generator faults detection. IECON 2013, Nov 2013, Vienne, Austria. pp.7376 - 7381, ⟨10.1109/IECON.2013.6700360⟩. ⟨hal-00926741⟩
  • El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid. A Parametric Spectral Estimator for Faults Detection in Induction Machines. IECON 2013, Nov 2013, Vienne, Austria. pp.7358 - 7363, ⟨10.1109/IECON.2013.6700357⟩. ⟨hal-00926738⟩
  • El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid, Jean-Frederic Charpentier. Induction Machine Fault Detection Enhancement Using a Stator Current High Resolution Spectrum. IECON 2012, Oct 2012, Montreal, Canada. pp.3913 - 3918, ⟨10.1109/IECON.2012.6389267⟩. ⟨hal-00773049⟩
  • El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid, Jean-Frederic Charpentier. Induction machine bearing failures detection using stator current frequency spectral subtraction. 2012 IEEE International Symposium on Industrial Electronics (ISIE), May 2012, Hangzhou, China. pp.1228-1233. ⟨hal-01073232⟩
  • El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid, Jean-Frederic Charpentier. Induction machine fault detection enhancement using a stator current high resolution spectrum. IECON 2012-38th Annual Conference on IEEE Industrial Electronics Society, Oct 2012, Montreal, Canada. pp.3913-3918, ⟨10.1109/IECON.2012.6389267⟩. ⟨hal-01081696⟩
  • Yassine Amirat, Vincent Choqueuse, Mohamed Benbouzid. Wind Turbine Bearing Failure Detection Using Generator Stator Current Homopolar Component Ensemble Empirical Mode Decomposition. IEEE IECON, Oct 2012, Montreal, Canada. pp.3937-3942. ⟨hal-00768836⟩
  • El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid, Jean-Frederic Charpentier. Induction Machine Bearing Failures Detection Using Stator Current Frequency Spectral Subtraction. ISIE 2011, May 2012, Hangzhou, China. pp.1228 - 1233, ⟨10.1109/ISIE.2012.6237265⟩. ⟨hal-00717583⟩
  • El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid, Jean-Frederic Charpentier. Etude Comparative des Techniques de Traitement du Signal Non- Stationnaires Dédiées au Diagnostic des Génératrices Asynchrones dans les Eoliennes Offshores et les Hydroliennes. Electrotechnique du Futur - EF 2011, 2011, France. pp.1-10. ⟨hal-01073184⟩
  • El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid, Jean-Frederic Charpentier, Georges Barakat. A Comparative Study of Time-Frequency Representations for Fault Detection in Wind Turbine. IECON 2011, Nov 2011, Melbourne, Australia. pp.3584 - 3589, ⟨10.1109/IECON.2011.6119891⟩. ⟨hal-00657624⟩
  • El Houssin El Bouchikhi, Vincent Choqueuse, Mohamed Benbouzid, Frédéric Charpentier Jean. Etude Comparative des Techniques de Traitement du Signal Non-Stationnaires Dédiées au Diagnostic des Génératrices Asynchrones dans les Eoliennes Offshores et les Hydroliennes. EF2011, Dec 2011, Belfort, France. pp.1-10. ⟨hal-00657623⟩
  • Yassine Amirat, Vincent Choqueuse, Mohamed Benbouzid. Wind turbines condition monitoring and fault diagnosis using generator current amplitude demodulation.. IEEE International Energy Conference and Exhibition (EnergyCon), 2010, Dec 2010, Manama, Bahrain. pp.310 -315, ⟨10.1109/ECCE.2010.5617914⟩. ⟨hal-00594531⟩
  • Yacine Amirat, Vincent Choqueuse, Mohamed Benbouzid, Jean-Frederic Charpentier. Bearing Fault Detection in DFIG-Based Wind Turbines Using the First Intrinsic Mode Function. XIX International Conference on Electrical Machines (ICEM), 2010, Sep 2010, ROME, Italy. pp.1-6, ⟨10.1109/ICELMACH.2010.5608066⟩. ⟨hal-01081638⟩
  • Yassine Amirat, Vincent Choqueuse, Mohamed Benbouzid. Condition Monitoring of Wind Turbines Based on Amplitude Demodulation. IEEE Energy Conversion Congress and Exposition (ECCE), 2010, Sep 2010, Atlanta, United States. pp.2417 - 2421, ⟨10.1109/ECCE.2010.5617914⟩. ⟨hal-00532620⟩
  • E. El Ahmar, Vincent Choqueuse, Mohamed Benbouzid, Yassine Amirat, Joseph El Assad, et al.. Advanced Signal Processing Techniques for Fault Detection and Diagnosis in a Wind Turbine Induction Generator Drive Train: A Comparative Study. IEEE Energy Conversion Congress and Exposition (ECCE), 2010, Sep 2010, Atlanta, United States. pp.3576 - 3581, ⟨10.1109/ECCE.2010.5617914⟩. ⟨hal-00532625⟩
  • Yassine Amirat, Vincent Choqueuse, Mohamed Benbouzid, Jean-Frederic Charpentier. Bearing Fault Detection in DFIG-Based Wind Turbines Using the First Intrinsic Mode Function. XIX International Conference on Electrical Machines - ICEM 2010, Rome, Sep 2010, Rome, Italy. pp.1 - 6, ⟨10.1109/ICELMACH.2010.5608066⟩. ⟨hal-00531190⟩
  • Vincent Choqueuse, Stéphane Azou, Koffi Clément Yao, Ludovic Collin, Gilles Burel. Blind Modulation Recognition for MIMO communications. IEEE Communication Conference, Jun 2008, Bucarest, Romania. pp.Non renseigne. ⟨hal-00518576⟩
  • Vincent Choqueuse, Stéphane Azou, Koffi Clément Yao, Ludovic Collin, Gilles Burel. Modulation Recognition for MIMO Communications. IEEE COMM'08, Jun 2008, Bucarest, Romania. pp.283-286. ⟨hal-00485432⟩
  • Vincent Choqueuse, Koffi Clément Yao, Ludovic Collin, Gilles Burel. Blind Detection of the Number of Communication Signals Under Spatially Correlated Noise by ICA and K-S Tests. International Conference on Acoustics, Speech, and Signal Processing, Mar 2008, Las Vegas, United States. pp.2397-2400. ⟨hal-00489085⟩
  • Vincent Choqueuse, Koffi Clément Yao, Ludovic Collin, Gilles Burel. Blind Recognition of Linear Space Time Block Codes. International Conference on Acoustics, Speech, and Signal Processing, Mar 2008, Las Vegas, United States. pp.2833-2836. ⟨hal-00489086⟩
  • Vincent Choqueuse, Ludovic Collin, Koffi Clément Yao, Gilles Burel. Reconnaissance aveugle de codages OSTBC basée sur les propriétés matricielles des statistiques d'ordre 2.. 21° Colloque GRETSI 2007, Sep 2007, troyes, France. pp.249-252. ⟨hal-00488397⟩
  • Vincent Choqueuse, Grégory Pallone. A Spatialised Sound environment Synthesizer. 28th AES International Conference: The Future of Audion Technology--Surround and Beyond, Jun 2006, Pitea, Sweden. pp.1-9. ⟨hal-00493965⟩
  • Vincent Lemaire, Fabrice Clérot, Sylvain Busson, Rozenn Nicol, Vincent Choqueuse. Individualized HRTFs From Few Measurements: a Statistical Learning Approach. Proceedings of International Joint Conference on Neural Networks, Jul 2005, Montreal, Canada. pp.2041 - 2046, ⟨10.1109/IJCNN.2005.1556214⟩. ⟨hal-00493958⟩

Theses1 document

  • Vincent Choqueuse. Interception des signaux issus de communications MIMO. Traitement du signal et de l'image [eess.SP]. Université de Bretagne occidentale - Brest, 2008. Français. ⟨tel-00383355v2⟩

Habilitation à diriger des recherches1 document

  • Vincent Choqueuse. Apports des techniques de traitement du signal paramétriques pour l'analyse des signaux électriques et les communications optiques cohérentes. Traitement du signal et de l'image [eess.SP]. Université de Bretagne Occidentale, 2020. ⟨tel-02980963⟩