"67-71" . "The life diagnostic of insulating materials for electrical machines with neural networks"@en . . "Study and control of corrosion in the perspective of sustainable development of urban distribution grids" . . "[50254F9E6375]" . . "Artificial intelligence, Neural networks, System identification, Modelling, Simulation"@en . . "The life diagnostic of insulating materials for electrical machines with neural networks" . "1"^^ . "651834" . "P(GA102/03/0621)" . "The life diagnostic of insulating materials for electrical machines with neural networks"@en . . "1"^^ . . . "The life diagnostic of insulating materials for electrical machines with neural networks" . "The contribution deals with the use of artificial intelligence methods in the life diagnostics of Relanex insulating material that is applied as insulation of electrical machine windings. For example, neural networks are one applicable method. The methodbelongs to the appropriate tools that provide the modelling, identification and simulation of technological systems and units. In such a case, the insulating material is used as a modelled and identified system. The first part of the paper describes thee architecture and the setting of neural networks, the description of input modelled and identified data. The second part shows (in the figures) the curves of identification, modelling and the simulation of insulating material behaviour with neural networks. Tables evaluate the application of this tool for the solution of the problems investigated. We have used the above-mentioned neural networks for the diagnostics of insulating materials that were programmed in Matlab 6 environment. All simulations an" . "Diagnostika \u017Divotnosti Izola\u010Dn\u00EDch Materi\u00E1l\u016F Elektrick\u00FDch Stroj\u016F pomoc\u00ED Neuronov\u00FDch S\u00EDt\u00ED."@cs . . . . "\u010Cl\u00E1nek se zab\u00FDv\u00E1 diagnostikou izola\u010Dn\u00EDho materi\u00E1lu elektrick\u00FDch stroj\u016F."@cs . "Constanta" . . "Diagnostika \u017Divotnosti Izola\u010Dn\u00EDch Materi\u00E1l\u016F Elektrick\u00FDch Stroj\u016F pomoc\u00ED Neuronov\u00FDch S\u00EDt\u00ED."@cs . "5"^^ . . "973-95041-3-2" . . "Hammer, Milo\u0161" . "Constanta, Romania" . . . . . "RIV/00216305:26210/02:PU30571!RIV06-GA0-26210___" . "The contribution deals with the use of artificial intelligence methods in the life diagnostics of Relanex insulating material that is applied as insulation of electrical machine windings. For example, neural networks are one applicable method. The methodbelongs to the appropriate tools that provide the modelling, identification and simulation of technological systems and units. In such a case, the insulating material is used as a modelled and identified system. The first part of the paper describes thee architecture and the setting of neural networks, the description of input modelled and identified data. The second part shows (in the figures) the curves of identification, modelling and the simulation of insulating material behaviour with neural networks. Tables evaluate the application of this tool for the solution of the problems investigated. We have used the above-mentioned neural networks for the diagnostics of insulating materials that were programmed in Matlab 6 environment. All simulations an"@en . "2002-06-06+02:00"^^ . "S.C.ICPE" . "26210" . "RIV/00216305:26210/02:PU30571" . .