DIESEL FUEL FILTER ELEMENT

Hamwe nuburyo bwibikoresho bya mashini bigana ku bunini bunini, bwubwenge kandi busobanutse neza, gukoresha ibice bizunguruka, nko gutwara ibinyabiziga, byatejwe imbere cyane kugirango bigere ku mashanyarazi, gukosora imyanya nizindi ntego.Iyo byangiritse cyangwa binaniwe, umutekano wibikoresho bya mashini umutekano nibikorwa byumusaruro bizagira ingaruka.Ariko, kubera umwanya wihariye wo kwishyiriraho ibyo bice bizunguruka, biragoye cyane gukora ubushakashatsi no gusuzuma uko ubuzima bwibikoresho bumeze, kandi uburyo bwambere bushingiye kubantu cyangwa uburambe ntibushobora gukora.Kubwibyo, guteza imbere uburyo bwo kumenya no gusuzuma ubwenge kugirango ushyire mubikorwa ibikoresho byubuzima byahindutse ingingo yubushakashatsi.

Hamwe niterambere ryihuse ryubwenge bwubwenge, uburyo bwinshi bwo kwiga imashini butuma ibikoresho byubukanishi bisuzumwa neza kandi bigatera imbere, nko kwiga gushimangira (RL) [1], (AE) [4] no gushyigikira imashini ya vector (SVM) [5], [6], [47].Muri byo, SVM ni algorithm yo mu rwego rushingiye ku myigire y’ibarurishamibare, ntabwo byoroshye kugwa muri minima yaho kandi igatandukanya amakuru yamahugurwa binyuze muri hyperplane nziza mugihe amakuru yamahugurwa ashobora guhuzwa nibintu byo murwego rwohejuru binyuze muburyo bwo gushushanya amakarita, nkibikorwa bya polinomial na Imikorere ishingiro.Mubyongeyeho, SVM irashobora gutanga ibyemezo byukuri hyperplane munsi yintangarugero, kandi ifite ubushobozi rusange.Urebye imikorere yayo myiza, SVM yakoreshejwe cyane mubice byinshi.Wang n'abandi.yatanze igitekerezo cyubwenge bwo gusuzuma amakosa ashingiye kubihuza rusange bigizwe nubunini buringaniye buremereye bwa permis entropy (GCMWPE) na SVM [7], bushobora kuvana ibintu byerekana mubipimo byinshi kugirango byubake icyegeranyo cyo hejuru.Bayati n'abandi.yatanze igitekerezo cyuburyo bwa microcrid ya DC ishingiye kuri SVM [8].Ukoresheje agaciro kapimye hafi yumurongo umwe wa buri murongo, ahantu nyaburanga h’ikosa ryinshi rishobora kuboneka, kandi ibisubizo byubushakashatsi byerekana ko gahunda ikomeye kubera urusaku nizindi mvururu.Réf.[9] yatanze uburyo bwubwenge bwo gusuzuma amakosa ya batiri ya lithium-ion ishingiye kumashini ya vector vector, ikoresha filteri ya cosine ya discret kugirango ikureho urusaku.