Development of an artificial neural network software tool for the assessment of the electromagnetic field radiating by electrostatic discharges

Fotis, GP; Ekonomou, L; Maris, TI; Liatsis, P

dc.contributor.author	Fotis, GP	en
dc.contributor.author	Ekonomou, L	en
dc.contributor.author	Maris, TI	en
dc.contributor.author	Liatsis, P	en
dc.date.accessioned	2014-03-01T01:26:08Z
dc.date.available	2014-03-01T01:26:08Z
dc.date.issued	2007	en
dc.identifier.issn	1751-8822	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/17932
dc.subject	Artificial Neural Network	en
dc.subject	Electromagnetic Field	en
dc.subject	Electrostatic Discharge	en
dc.subject	Software Tool	en
dc.subject.classification	Engineering, Electrical & Electronic	en
dc.subject.other	Computer aided software engineering	en
dc.subject.other	Data acquisition	en
dc.subject.other	Electric potential	en
dc.subject.other	Electromagnetic fields	en
dc.subject.other	Electrostatic discharge	en
dc.subject.other	Discharge current	en
dc.subject.other	Field radiating	en
dc.subject.other	Testing process	en
dc.subject.other	Neural networks	en
dc.title	Development of an artificial neural network software tool for the assessment of the electromagnetic field radiating by electrostatic discharges	en
heal.type	journalArticle	en
heal.identifier.primary	10.1049/iet-smt:20060137	en
heal.identifier.secondary	http://dx.doi.org/10.1049/iet-smt:20060137	en
heal.language	English	en
heal.publicationDate	2007	en
heal.abstract	Artificial neural networks (ANNs) are addressed in order to assess the electric and magnetic field radiating by electrostatic discharges (ESDs). Actual input and output data collected from hundreds of measurements carried out in the High Voltage Laboratory of the National Technical University of Athens are used in the training, validation and testing process. The developed ANN method is coded in a comprehensive software tool to be used by laboratories involved in ESD tests, which either face a lack of suitable measuring equipment or want to compare their own measurements. The electromagnetic field produced by radiating ESDs, can be assessed very easily and accurately by simply measuring and providing to the tool the discharge current. The authors strongly believe that the proposed ANN software tool can be extremely useful for laboratories involved in ESD tests according to the current IEC Standard, as the forthcoming revised version of this standard will almost certainly include measurements of the radiating electromagnetic field during the verification of ESD generators. © The Institution of Engineering and Technology 2007.	en
heal.publisher	INST ENGINEERING TECHNOLOGY-IET	en
heal.journalName	IET Science, Measurement and Technology	en
dc.identifier.doi	10.1049/iet-smt:20060137	en
dc.identifier.isi	ISI:000248947600006	en
dc.identifier.volume	1	en
dc.identifier.issue	5	en
dc.identifier.spage	261	en
dc.identifier.epage	269	en