@article {5147,
	title = {Smart algorithm based on the optimization of SVR technique by k-NNR method for the prognosis of the open-circuit and the reversed polarity faults in a PV generator,  ISSN / e-ISSN  1974-9821 / 2533-1701},
	journal = {International Review on Modelling and Simulations},
	volume = {Vol 8},
	number = {issue 1},
	year = {2015},
	pages = {863-870},
	abstract = {This paper deals with a new smart algorithm allowing open-circuit and reversed polarity faults prognosis in photovoltaic generators. Its contribution lies on the optimization of support vector regression (SVR) technique by a k-NN regression tool (k-NNR) for undetermined outputs. To testing the performance of the proposed algorithm, we used a significant data base containing the generator functioning history, and as indicators we selected variance, standard deviation, Confidence interval, absolute and relative errors.},
	url = {https://www.praiseworthyprize.org/jsm/index.php?journal=iremos\&page=article\&op=view\&path[]=16927},
	author = {Wail Rezgui and Mouss Nadia Kenza and Mouss Leila Hayet and Mouss Mohamed Djamel}
}
