<?xml version="1.0" encoding="UTF-8"?><xml><records><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">KOUDA Souhil</style></author><author><style face="normal" font="default" size="100%">Dibi Zohir</style></author><author><style face="normal" font="default" size="100%">Meddour Fayçal</style></author><author><style face="normal" font="default" size="100%">Barra Samir</style></author><author><style face="normal" font="default" size="100%">Dendouga Abdelghani</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Optimization of TiO&lt;sub&gt;2&lt;/sub&gt; concentration effect for a chemical humidity sensing mechanism</style></title><secondary-title><style face="normal" font="default" size="100%">Sensor Review</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2011</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.emerald.com/insight/content/doi/10.1108/02602281111099044/full/html</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">31</style></volume><pages><style face="normal" font="default" size="100%">18-25</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;div class=&quot;intent_sub_item Abstract__block mb-3&quot;&gt;
	&lt;h3 class=&quot;intent_sub_title Abstract__block__title mb-1 mt-1&quot;&gt;
		Purpose
	&lt;/h3&gt;

	&lt;section class=&quot;intent_sub_content Abstract__block__text&quot;&gt;
		&lt;p&gt;
			The purpose of this paper is to propose a new approach to optimize the TiO&lt;sub&gt;2&lt;/sub&gt; concentration on a resistive‐type humidity sensing mechanism (RHSM) based on artificial neural network.
		&lt;/p&gt;
	&lt;/section&gt;
&lt;/div&gt;

&lt;div class=&quot;intent_sub_item Abstract__block mb-3&quot;&gt;
	&lt;h3 class=&quot;intent_sub_title Abstract__block__title mb-1&quot;&gt;
		Design/methodology/approach
	&lt;/h3&gt;

	&lt;section class=&quot;intent_sub_content Abstract__block__text&quot;&gt;
		&lt;p&gt;
			First is the modeling of the sensing mechanism. Using neuronal networks and Matlab environment to accurately express the output of the sensing mechanism, this model thus takes into
		&lt;/p&gt;
	&lt;/section&gt;
&lt;/div&gt;

&lt;section class=&quot;intent_abstract pt-2 Abstract&quot; id=&quot;abstract&quot;&gt;
	&lt;div class=&quot;intent_sub_item Abstract__block mb-3&quot;&gt;
		&lt;section class=&quot;intent_sub_content Abstract__block__text&quot;&gt;
			&lt;p&gt;
				account the parameter, non‐linearity, hysteresis, temperature and frequency; furthermore, the TiO&lt;sub&gt;2&lt;/sub&gt; concentration effect on the humidity sensing properties in the model is investigated. In a second step, the Matlab environment is used to create a database for an ideal model for the sensing mechanism, where the response of this ideal model is linear for any above parameters value.
			&lt;/p&gt;
		&lt;/section&gt;
	&lt;/div&gt;

	&lt;div class=&quot;intent_sub_item Abstract__block mb-3&quot;&gt;
		&lt;h3 class=&quot;intent_sub_title Abstract__block__title mb-1&quot;&gt;
			Findings
		&lt;/h3&gt;

		&lt;section class=&quot;intent_sub_content Abstract__block__text&quot;&gt;
			&lt;p&gt;
				An analytical model for the sensing mechanism “SM” and the ideal model “IM” has been created. The bias matrix and the weights matrix were used to establish the SM model and the IM on performance simulation program with integrated circuit emphasis simulator, where the output of the first is identical to the RHSM output and the output of the last is the ideal response.
			&lt;/p&gt;
		&lt;/section&gt;
	&lt;/div&gt;

	&lt;div class=&quot;intent_sub_item Abstract__block&quot;&gt;
		&lt;h3 class=&quot;intent_sub_title Abstract__block__title mb-1&quot;&gt;
			Originality/value
		&lt;/h3&gt;

		&lt;section class=&quot;intent_sub_content Abstract__block__text&quot;&gt;
			&lt;p&gt;
				The paper proposes an electrical circuit used to optimize the TiO&lt;sub&gt;2&lt;/sub&gt; concentration of a resistive humidity sensing mechanism.
			&lt;/p&gt;
		&lt;/section&gt;
	&lt;/div&gt;
&lt;/section&gt;
</style></abstract><issue><style face="normal" font="default" size="100%">1</style></issue></record></records></xml>