What is he best known for?
The fields of study he is best known for:
- Statistics
- Optics
- Thermodynamics
His primary areas of investigation include Modal, Modal analysis, Frequency domain, Algorithm and System identification.
His Modal study incorporates themes from Operational Modal Analysis, Control theory, Identification, Vibration and Modal analysis using FEM.
His Modal analysis study combines topics from a wide range of disciplines, such as Dynamic testing and Signal processing.
His biological study spans a wide range of topics, including Maximum likelihood, Estimation theory, Total least squares and Mathematical optimization.
Patrick Guillaume interconnects Frequency response, Estimator and Linear system in the investigation of issues within Estimation theory.
His System identification study combines topics from a wide range of disciplines, such as Estimation of covariance matrices and Transmissibility.
His most cited work include:
- The PolyMAX Frequency-Domain Method: A New Standard for Modal Parameter Estimation? (480 citations)
- Parametric identification of transfer functions in the frequency domain-a survey (424 citations)
- Crest-factor minimization using nonlinear Chebyshev approximation methods (204 citations)
What are the main themes of his work throughout his whole career to date?
Patrick Guillaume focuses on Modal analysis, Control theory, Modal, Acoustics and Frequency domain.
His Modal analysis research is multidisciplinary, relying on both Frequency response, Algorithm, Normal mode and Sensitivity.
His studies in Control theory integrate themes in fields like Estimation theory and System identification.
The Modal study combines topics in areas such as Vibration, Operational Modal Analysis and Identification.
His studies deal with areas such as Laser Doppler vibrometer, Optics and Signal as well as Acoustics.
His Frequency domain research also works with subjects such as
- Noise which is related to area like Electronic engineering,
- Estimator together with Applied mathematics.
He most often published in these fields:
- Modal analysis (20.50%)
- Control theory (19.92%)
- Modal (19.73%)
What were the highlights of his more recent work (between 2015-2021)?
- Structural engineering (12.57%)
- Vibration (13.35%)
- Turbine (4.84%)
In recent papers he was focusing on the following fields of study:
Patrick Guillaume mostly deals with Structural engineering, Vibration, Turbine, Modal and Control theory.
The Finite element method and Structural health monitoring research Patrick Guillaume does as part of his general Structural engineering study is frequently linked to other disciplines of science, such as Paris' law, therefore creating a link between diverse domains of science.
His study looks at the intersection of Turbine and topics like Drivetrain with Noise, vibration, and harshness and Operational Modal Analysis.
His research integrates issues of Efficient estimator, Estimator, Covariance matrix, Noise and Modal analysis in his study of Modal.
His work investigates the relationship between Modal analysis and topics such as Algorithm that intersect with problems in Maximum likelihood, Identification, Mathematical optimization, Minification and Frequency domain.
Patrick Guillaume has included themes like Ball and Random vibration in his Control theory study.
Between 2015 and 2021, his most popular works were:
- A modal decomposition and expansion approach for prediction of dynamic responses on a monopile offshore wind turbine using a limited number of vibration sensors (56 citations)
- Vibration-based bearing fault detection for operations and maintenance cost reduction in wind energy (41 citations)
- Identification of dynamic forces using group-sparsity in frequency domain (41 citations)
In his most recent research, the most cited papers focused on:
- Statistics
- Composite material
- Optics
His primary scientific interests are in Structural engineering, Turbine, Vibration, Temperature measurement and Drivetrain.
His work carried out in the field of Structural engineering brings together such families of science as Composite material and Test structure.
In his work, Modal is strongly intertwined with Noise, vibration, and harshness, which is a subfield of Automotive engineering.
His Modal study integrates concerns from other disciplines, such as Reciprocity, Applied mathematics, Structural dynamics and Control theory.
Patrick Guillaume studies Acoustics, namely Modal analysis.
His Fiber Bragg grating research includes elements of Algorithm, Regularization, Beam and Frequency domain.
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