Title :
Optimal magnetic sensor location for spherical harmonic identification applied to radiated electrical devices
Author :
Rouve, Laure-Line ; Schmerber, Louis ; Chadebec, Olivier ; Foggia, Albert
Author_Institution :
Magnetism Lab. of Grenoble Franc, St Martin D´´Heres
fDate :
4/1/2006 12:00:00 AM
Abstract :
This paper deals with the use of spherical harmonic representation to identify the magnetic multipolar sources associated to a given item, by measuring the near field around it. If the model presents many advantages, its use in an inverse problem approach requires special caution to critical points like the choice of sensor number and location. A method is presented that makes it possible, from a high number of information, to reduce the sensor number to a minimum and to optimize their location with respect to robustness. The robustness issue is solved by using an original method based on a genetic algorithm. A simple but didactic example illustrates the difficulties that can be met and our strategy to overcome them
Keywords :
genetic algorithms; harmonic analysis; inverse problems; magnetic sensors; genetic algorithm; harmonic analysis; inverse problem; magnetic multipolar sources; optimal magnetic sensor location; radiated electrical devices; sensor number; spherical harmonic identification; spherical harmonic representation; Electric variables measurement; Genetic algorithms; Inverse problems; Laboratories; Leg; Magnetic devices; Magnetic field measurement; Magnetic sensors; Magnetic shielding; Noise robustness; Electric machines; harmonic analysis; inverse problems; magnetic field measurment;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2006.872016