Masayendisiti emapolm polytechnic akagadzira anenjodzi module yekugadzirisa iyo yekupisa yekupa system. Neurlati ichabatsira nenzira kwayo uye nekukurumidza kuverenga tembiricha yeinotonhora pakubuda kwemukamuri boiler. Iyo tekinoroji inokutendera kuti urichengete maererano nevatengi, dzivisa kusanzwisisika kwekunzwisisa kwekutonhora uye chengetedza mari yekupisa. Iko kukura hakuna analogues muRussia zvakadaro.
Iye zvino zvikamu zvekudzora zvinoshandiswa zvakanyanya, izvo zvinongoerekana zvatsigira tembiricha yakatsemuka pane iyo nzvimbo yekubika yemubhoti. Iyo inodiwa tsika inotsanangura anoshanda anoshanda, kunyanya kutarisisa kune iyo thermometer uye mhinduro iripo. Kukura kwedu kunosanganisira kudzora uchishandisa yakadaro neiyo neural network, iyo inoshandiswa mukuverenga kwete chete kukosha kwazvino kweiyo ambient tembiricha, asi zvakare fungidziro inonzwisisika. Izvi zvinokutendera kuti ugone kuongorora tembiricha yeanotakura uye wobva wobva wanonoka, mechanics uye biomicics yePerm Polytech, mumiriri wehunyanzvi sesainzi Vladimir Oniskiv.
Pakudzidzisa Neralo, masayendisiti akashandisa huwandu hwakakura hwe data statistical. Inosanganisira tyntchronized inotonhora tembiricha pane dzakasiyana-siyana mapoinzi ehunyanzvi hwekupisa network uye ambient tembiricha.
Masayendisiti akaedza iyo yakangwara module nekunyora mune software uye hardware otomarara aurora control system. Iyo inowedzera chiyero mumasevhisi uye masevhisi emataundi, ayo akagadzira uye anoshandisa mumwe wemakambani enharaunda yematare. Semhedzisiro, iyo yakaoma inokutendera kuti ugadzirise otomatiki tembiricha yekudzima pakamuri yekubuda kweiyo boiler kamuri, yakapihwa kufanotaura kwemamiriro ekunze.
Kuve nechokwadi chekusununguka mamiriro ezvinhu mumisangano yevatengi, masangano ekupisa ekupisa anofanira kugara achitarisa tembiricha yematare. Asi iyi sevhisi ichiri kuwanikwa yemakambani mazhinji anopisa, saka ivo vanozvivharira njodzi dzavo, vachiramba vakakwira anotakura tembiricha. Nekuda kweizvozvo, vagari vanowanzo kumanikidzwa kuwedzera zvinhu zvekushandisa, anotsanangura mutsvagiri wemutsinye.
Sekureva kwemasayendisiti, kushandiswa kweiyo neural network mune iyo nzira yekudzora iyo yekupisa network inokutendera kuti uchengetedze mafuta uye kudzivirira kuwedzera kwayo. Nekukurumidza kuchinja kwemamiriro ekunze, maitiro aya anowedzera kukosha. Kuchengetedza kwegesi kunogona kusvika 10-15%, zvichienderana nekunze kwemhepo tembiricha uye iyo yakazara mamiriro ekupisa network.
Multilayer neural network uye zvakadzama network metworks anokwanisa kufanotaura zvinodikanwa zvekushisa tembiricha, yakapihwa mamiriro ekunze uye zvinhu zvekufamba kwemotokari.
Mukuita kwekugadzira anenjere module, masayendisiti akaongorora mhando dzakasiyana dze neural network. Chivakwa chekupedzisira chine makumi maviri nemakumi maviri nematanhatu, chakarairwa muzvikamu zvitatu. Iyo tembiricha yakaverengewa yekutonhorera pane iyo yekubuda kweiyo boiler kamuri inopa idzo tembiricha tsika pamusuwo weimba iyo zviyero zvinodiwa.