1. New Closed-Loop Output Error method for Robot Joint Stiffness Identification
- Author
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Alexandre Janot, Anthony Jubien, Pierre-Olivier Vandanjon, Maxime Gautier, Institut de Recherche en Communications et en Cybernétique de Nantes (IRCCyN), Mines Nantes (Mines Nantes)-École Centrale de Nantes (ECN)-Ecole Polytechnique de l'Université de Nantes (EPUN), Université de Nantes (UN)-Université de Nantes (UN)-PRES Université Nantes Angers Le Mans (UNAM)-Centre National de la Recherche Scientifique (CNRS), ONERA - The French Aerospace Lab [Toulouse], ONERA, Département Infrastructures et Mobilité (IFSTTAR/IM), Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux (IFSTTAR)-PRES Université Nantes Angers Le Mans (UNAM), Institut de Recherche en Communications et en Cybernétique de Nantes ( IRCCyN ), Mines Nantes ( Mines Nantes ) -École Centrale de Nantes ( ECN ) -Ecole Polytechnique de l'Université de Nantes ( Polytech Nantes ), Université de Nantes ( UN ) -Université de Nantes ( UN ) -PRES Université Nantes Angers Le Mans ( UNAM ) -Centre National de la Recherche Scientifique ( CNRS ), ONERA - The French Aerospace Lab ( Toulouse ), Département Infrastructures et Mobilité ( IFSTTAR/IM ), Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux ( IFSTTAR ) -PRES Université Nantes Angers Le Mans ( UNAM ), ONERA - The French Aerospace Lab [Palaiseau], and ONERA-Université Paris Saclay (COmUE)
- Subjects
0209 industrial biotechnology ,Engineering ,torque ,Inverse ,ELASTICITE ,02 engineering and technology ,[SPI.AUTO]Engineering Sciences [physics]/Automatic ,Nonlinear programming ,Computer Science::Robotics ,stiffness ,020901 industrial engineering & automation ,Control theory ,[ SPI.AUTO ] Engineering Sciences [physics]/Automatic ,joint ,0202 electrical engineering, electronic engineering, information engineering ,medicine ,Torque ,RIGIDITE ,MODELE DYNAMIQUE ,IDENTIFICATION ,business.industry ,020208 electrical & electronic engineering ,Bandwidth (signal processing) ,Stiffness ,Natural frequency ,load ,motor ,Joint stiffness ,ROBOT ,Robot ,medicine.symptom ,business ,force - Abstract
International audience; This paper deals with joint stiffness identification with a new Closed-Loop Output Error (CLOE) method which minimizes the quadratic error between the actual motor force/torque and the simulated one. This method is based on the DIDIM (Direct and Inverse Identification Model) procedure which has been validated on rigid robots and which is now applied to a flexible joint robot. DIDIM method requires a gain updating in the simulated robot in order to keep the bandwidth of the rigid controlled degree of freedom (dof ) and to keep the natural frequency of the flexible dof, close to the actual ones, at each step of the recursive Gauss Newton non linear programming algorithm. This gain updating requires a first step of estimating the natural frequency of the flexible dof before applying DIDIM method in a second step. An experimental setup exhibits identification results and shows the effectiveness of our approach.
- Published
- 2012