8 results on '"Eurobios"'
Search Results
2. Surrogate model based approach to predict fatigue stress field in multi-stranded cables
- Author
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A. Belkhabbaz, Jean-Michel Ghidaglia, Christine Yang, Maxime Gueguin, Olivier Allix, Fikri Hafid, Eurobios, RTE, CB - Centre Borelli - UMR 9010 (CB), Service de Santé des Armées-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Ecole Normale Supérieure Paris-Saclay (ENS Paris Saclay)-Université de Paris (UP), Mohammed VI Polytechnic University [Marocco] (UM6P), Laboratoire de mécanique et technologie (LMT), and Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Ecole Normale Supérieure Paris-Saclay (ENS Paris Saclay)
- Subjects
Polynomial regression ,Artificial neural network ,Computer science ,Applied Mathematics ,Mechanical Engineering ,02 engineering and technology ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,Finite element method ,[SPI]Engineering Sciences [physics] ,020303 mechanical engineering & transports ,Surrogate model ,0203 mechanical engineering ,Mechanics of Materials ,Robustness (computer science) ,Modeling and Simulation ,Convergence (routing) ,General Materials Science ,Sensitivity (control systems) ,0210 nano-technology ,Algorithm ,Electrical conductor ,ComputingMilieux_MISCELLANEOUS - Abstract
The mechanical behavior at contact points in high-voltage electrical cable conductors is simulated to find where damage may occur. The presented approach is based on a numerical model that is referred to as the wire model. The critical zones are detected by simulating the mechanical behavior of a cable conductor section with a large number of contacts. For the wire model, a relevant regularized contact law that improves convergence of the contact algorithm compared to the standard contact law is implemented. This model is validated by making comparisons with experimental results available in the literature for various conductors. However, this approach employs a costly finite element method. In order to reduce the evaluation cost and allow sensitivity analysis of the input parameters, a surrogate model is proposed to replace the initial wire model. The surrogate model approximates the input–output relationship of the costly wire model. The choice of the sampling method that allows selection of the best fitting surrogate model for this application is discussed, but comparisons show little influence on the obtained scores. The robustness of the obtained result depends mostly on the chosen surrogate model, where the scores obtained with random forest and neural network are better than the scores obtained with linear and polynomial regression. The application is the French high-voltage network, but the work is relevant for any other network.
- Published
- 2021
- Full Text
- View/download PDF
3. VIV modelled using simplified cable dynamics coupled to sub-critical cylinder flow simulations in a moving reference frame
- Author
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Jean-Michel Ghidaglia, Lei Zhang, Maxime Gueguin, J.A. Redford, Fikri Hafid, CB - Centre Borelli - UMR 9010 (CB), Service de Santé des Armées-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Ecole Normale Supérieure Paris-Saclay (ENS Paris Saclay)-Université de Paris (UP), Eurobios, RTE, Service de Santé des Armées-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Ecole Normale Supérieure Paris-Saclay (ENS Paris Saclay)-Université Paris Cité (UPCité), and CCSD, Accord Elsevier
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Physics ,Turbulence ,[SPI] Engineering Sciences [physics] ,General Physics and Astronomy ,02 engineering and technology ,Mechanics ,01 natural sciences ,010305 fluids & plasmas ,Physics::Fluid Dynamics ,Acceleration ,[SPI]Engineering Sciences [physics] ,020303 mechanical engineering & transports ,0203 mechanical engineering ,Flow (mathematics) ,Transmission line ,0103 physical sciences ,Fluid dynamics ,Cylinder ,Reynolds-averaged Navier–Stokes equations ,Mathematical Physics ,ComputingMilieux_MISCELLANEOUS ,Reference frame - Abstract
This work focuses on the study of the phenomenon of vortex-induced vibrations in overhead lines under the effect of weak winds. Full three-dimensional simulation is not feasible because of the high length to width aspect ratios of the overhead lines. Thus a quasi-3D method based on strip theory is adopted in this work. This method decouples the system of interactions between the overhead line and the wind into a series of sub-systems. The fluid flow in each sub-system is represented as a series of independent rigid oscillating cylinder flows that are only coupled through the transmission line model. To avoid the use of a moving mesh for the fluid domain, a moving reference frame approach is employed. In this approach, the coordinate axes of the flow simulation are attached to the oscillating cylinder and an acceleration term in the flow equations accounts for the cable motion. Moreover, in order to take into account the turbulent effect in the flow, turbulence models, including RANS, LES and DES, are evaluated for the present application involving flows in the sub-critical regime. Finally, numerical test cases are performed in order to validate the turbulence models and the moving reference frame approach, then cable dynamics test cases are conducted to validate the quasi-3D method.
- Published
- 2021
- Full Text
- View/download PDF
4. ON THE VALIDATION AND USE OF A SIMPLIFIED MODEL OF AEOLIAN VIBRATION OF OVERHEAD LINES FOR PARAMETRIC STUDIES
- Author
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Jean-Michel Ghidaglia, J.A. Redford, Christine Yang, Fikri Hafid, Maxime Gueguin, Olivier Allix, Emmanuel Cieren, Eurobios, Laboratoire de mécanique et technologie (LMT), Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Ecole Normale Supérieure Paris-Saclay (ENS Paris Saclay), RTE, CB - Centre Borelli - UMR 9010 (CB), and Service de Santé des Armées-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Ecole Normale Supérieure Paris-Saclay (ENS Paris Saclay)-Université de Paris (UP)
- Subjects
Vibration ,[SPI]Engineering Sciences [physics] ,Computer science ,Aeolian processes ,Overhead (computing) ,ComputingMilieux_MISCELLANEOUS ,Simulation ,Parametric statistics - Abstract
International audience
- Published
- 2020
- Full Text
- View/download PDF
5. Calibration of a numerical prediction methodology for fretting-fatigue crack initiation in overhead power lines
- Author
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Jean-Michel Ghidaglia, J.A. Redford, H.-P. Lieurade, Christine Yang, Fikri Hafid, Maxime Gueguin, M.C. Nguyen, Eurobios, Centre de Mathématiques et de Leurs Applications (CMLA), École normale supérieure - Cachan (ENS Cachan)-Centre National de la Recherche Scientifique (CNRS), HPL consulting, and RTE
- Subjects
Materials science ,business.industry ,Mechanical Engineering ,Overhead power line ,Stress–strain curve ,Fretting ,02 engineering and technology ,Structural engineering ,021001 nanoscience & nanotechnology ,Industrial and Manufacturing Engineering ,Finite element method ,Stress field ,[SPI]Engineering Sciences [physics] ,020303 mechanical engineering & transports ,Electric power transmission ,0203 mechanical engineering ,Mechanics of Materials ,Modeling and Simulation ,Calibration ,Overhead (computing) ,General Materials Science ,0210 nano-technology ,business ,ComputingMilieux_MISCELLANEOUS - Abstract
A methodology is developed for the prediction of fretting fatigue phenomenon that results in crack initiation in strands of overhead power line conductors. A numerical approach based on finite element analysis is used to obtain the local stress and strain fields for application of crack initiation criteria in the high cycle fatigue regime. Solutions for the stress field in the stabilised state, where further loading cycles no longer introduce changes to the plastic deformation, are obtained using the stationary incremental method. Cases where convergence does not occur due to significant ratcheting are disregarded as low cycle fatigue. Post-treatment analysis that includes localised averaging is used to implement a fatigue criteria that estimates the crack initiation risk. Validation of this approach is made by comparing with results obtained from experimental measurements made on a simplified clamp wire configuration. Analyses of a simplified three-dimensional configuration with fretting is presented for a range of loading parameters and qualitative trends are established, which will prove invaluable for lifespan assessment of overhead power lines.
- Published
- 2019
- Full Text
- View/download PDF
6. Statistical Learning to Assess Overhead Line Lifespan
- Author
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Jean-Michel Ghidaglia, Fikri Hafid, Nicolas Vayatis, Christine Yang, V. Laurent, Mathilde Mougeot, Eurobios, CB - Centre Borelli - UMR 9010 (CB), Service de Santé des Armées-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Ecole Normale Supérieure Paris-Saclay (ENS Paris Saclay)-Université de Paris (UP), and RTE
- Subjects
Computer science ,Statistical learning ,business.industry ,[MATH.MATH-ST]Mathematics [math]/Statistics [math.ST] ,Artificial intelligence ,Machine learning ,computer.software_genre ,business ,computer ,Overhead line ,ComputingMilieux_MISCELLANEOUS - Abstract
International audience
- Published
- 2018
- Full Text
- View/download PDF
7. Modélisation numérique du phénomène de fretting-fatigue intervenant dans le vieillissement des conducteurs de lignes aériennes
- Author
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Jean-Michel Ghidaglia, Christine Yang, Henri-Paul Lieurade, Maxime Gueguin, J.A. Redford, Fikri Hafid, Eurobios, Ecole des Hautes Etudes Commerciales (HEC Paris), Centre de Mathématiques et de Leurs Applications (CMLA), and École normale supérieure - Cachan (ENS Cachan)-Centre National de la Recherche Scientifique (CNRS)
- Subjects
modélisation éléments finis ,Philosophy ,020208 electrical & electronic engineering ,finite element method ,02 engineering and technology ,010501 environmental sciences ,01 natural sciences ,lignes aériennes ,conducteurs électriques ,[SPI]Engineering Sciences [physics] ,0202 electrical engineering, electronic engineering, information engineering ,overhead lines ,General Materials Science ,conductors ,fretting-fatigue ,Humanities ,0105 earth and related environmental sciences - Abstract
Les travaux présentés dans cet article s’inscrivent dans un projet de R&D mis en place par RTE (Réseau de Transport d’Electricité) et visant à évaluer le vieillissement des conducteurs électriques de lignes aériennes par des outils de simulation numérique. Après avoir rappelé la géométrie de tels conducteurs et l’utilisation qui en est faite, le principal risque d’endommagement de ces derniers est présenté. Il s’agit du phénomène de fretting-fatigue intervenant à proximité des systèmes de fixation des conducteurs au niveau des pylônes, pouvant produire la rupture de brins les constituant. Ainsi, une méthodologie originale est proposée de façon à évaluer, par l’intermédiaire d’un modèle éléments finis, la durée de vie des conducteurs vis-à-vis de ce risque. Cette méthodologie est ensuite appliquée sur un cas-test dont les données proviennent de la littérature. Enfin, des perspectives sont données concernant le modèle numérique employé et l’intégration de la démarche dans le projet de R&D concerné.
- Published
- 2018
- Full Text
- View/download PDF
8. Swarm smarts.
- Author
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Bonabeau E and Théraulaz G
- Subjects
- Animals, Ants physiology, Bees physiology, Cooperative Behavior, Databases, Factual, Wasps physiology, Behavior, Animal, Hymenoptera physiology, Isoptera physiology, Pheromones physiology, Software
- Published
- 2000
- Full Text
- View/download PDF
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