Bokamoso ba Likholomo tsa Chromatography Mekhoa le Litebello e le Pelo ea Tlhahlobo
Tsela ea nts'etsopele ea bokamoso ea theknoloji ea kholomo ea chromatography e hlakile joale. MORHCHEM TECHNOLOGIES INC. e nts'etsapele likholomo tsa chromatography tsa mekhoa e tsoakiloeng bakeng sa ho lemoha sampole ea baeloji, ho tlatsa litlhoko tsa indasteri tse ntseng li hlaha le ho bonahatsa mokhoa oo likhoebo tse holimo le tse tlase li hahang lithibelo tsa tikoloho ka ho tlatsana ha theknoloji.
Ho kopanngoa ho tebileng ha mahlale a bohlale le a iketsahallang ho fetola lefapha la chromatography ka botlalo, ho tlisa diphetoho tse kgolo dikarolong tse hlano:
1. Phetoho ea Paradigm ho tloha ho "Lisebelisoa tse Sebetsoang ke Batho" ho ea ho "Litsamaiso tse Ikemetseng"
Tlhahlobo ea chromatography ea setso e ne e itšetlehile haholo ka boiphihlelo ba mosebelisi bakeng sa nts'etsopele ea mekhoa, ho rarolla mathata le ts'ebetso ea data. Mekhoa ea sejoale-joale e bohlale, joalo ka mekhoa e meng e bohlale ea GC, e ka beha leihlo le ho lefella liphetoho tsa tikoloho ka bo eona joalo ka ho feto-fetoha ha khatello ea sepakapaka ho sebelisoa li-sensor le li-algorithms tse hahiloeng kahare, ho netefatsa ho nepahala ha data. Li khona ho itataisa ka botsona ho rarolla mathata a tlhahlobo, ho fana ka litharollo tsa mohato ka mohato ha mathata a hlaha, ho fokotsa nako ea ho se sebetse le ho itšetleha haholo ka litsebi tse kholo.
2. Tlhahlobo e Bohlale ea Lintlha le ho Etsa Liqeto: Ho tloha ho "Tlhaloso" ho ea ho "Tlhaloso e Bolelang Pele"
Bohlale ba maiketsetso, haholo-holo ho ithuta ha mochini (ML) le li-algorithms tsa ho ithuta ka botebo (DL), bo ntse bo kopanngoa ka botebo tlhahlobong ea data ea chromatographic. Mohlala, sethala se seng sa litlhaloso tsa sebopeho se lumelloang ke AI se sebelisa li-algorithms tse tsoetseng pele joalo ka Support Vector Machines (SVM) le Deep Neural Networks (DNN)ho hlalosa ka nepo libopeho tsa metsoako e sa tsejoeng ho latela mekhoa ea ho arohana e ithutoang, ho fihlella ho nepahala ho tloaelehileng ha 99.7% netefatsong ea ho tšela tlhaloso ea sehlopha sa metsoako, ho roba meeli ea ho bapisa database ea setso. Sena se fetola litsamaiso tsa chromatography ho tloha ho faneng ka data feela hore e be lisebelisoa tse bohlale tse ka senolang tlhahisoleseling e tebileng le ho bolela esale pele thepa ea metsoako.
3. Boiketsetso ba ho Qetela le Ntlafatso ea Methati ea Mosebetsi ea Laboratori
Phetoho ena e fetela hole ho feta disebediswa tse ikgethang ho ya ho kaho ya ditsamaiso tse bohlale tse sa tsamaiswang ke motho tse kopantsweng ka botlalo. Mohlala, tabeng ya Tianjin Petrochemical, ditsamaiso tse kopanyang LIMS, di-sampler tse iketsang, ho tshwara disampole tsa roboto, le di-chromatograph tsa inthanete di fihlella mosebetsi o sa tsamaiswang ke motho ho tloha ho beweng ha disampole, kemiso e iketsang, le tlhahlobo ho isa ho ho kenya diphetho. Ha di kopantswe le AI le di-big data analytics, dilaboratori di ka hlwaya le ho ntlafatsa ditshitiso tsa tshebetso ka nepo, eseng feela ho fokotsa nako ya ho sebetsana le disampole ka hoo e ka bang 50% empa hape le ho ntlafatsa ho nepahala le botshepehi ba sephetho haholo.
4."Demokrasi" ea Theknoloji le ho Eketsa Bokhoni ba ho Sebelisa Lisebelisoa ka Botlalo
Li-touchscreen tse bohlale tse bonolo ho li sebelisa le li-interface tsa sebatli se hole li lumella bo-rasaense ho beha leihlo liteko ho tsoa sebakeng sefe kapa sefe, li ba lokolla lihora tse telele tse sebelisoang pela sesebelisoa. Ho sa le joalo, litsamaiso li sebelisa mahlale a kang taolo ea tsela ea phallo ea microfluidic bakeng sa mesebetsi e kang ho khutlisetsa likholomo morao, e leng se fokotsang haholo linako tsa potoloho ea ente. Mekhoa ea ho robala/ho tsoha le tšebeliso ea likhase tse ling tse tsamaisang motlakase (mohlala, haeterojene, naetrojene) li fokotsa haholo tšebeliso ea matla le litšenyehelo tsa ts'ebetso. Mohlala ona oa "kamehla, ha ho batloa" o lokolla basebetsi ba saense haholo 'me o ntlafatsa ts'ebeliso e ntle ea lisebelisoa.
5. Ho nolofalletsa Mekhoa e Mecha ea Lipatlisiso le Litšebeliso tsa Liindasteri
Kopanyo ena e tebileng e susumetsa lisebelisoa le lits'ebetso tse neng li sa nahanehe pele. Mohlala, chromatograph ea lera la sele e bohlale e ntlafalitsoeng ka tšebelisano-'moho pakeng tsa Hanon Technology le Xi'an Jiao tong University e sebelisa li-algorithms tse kopaneng tsa AI ho aha tlhahlobo ea data e bohlale le mehlala ea ho bolela esale pele. Ha e ntlafatse feela bokhoni ba ho lemoha empa hape e na le bokhoni ba ho bopa bocha mokhoa oa ho sibolla lithethefatsi kapele, e sebeletsa e le borokho ba bohlokoa bo bohlale bo hokahanyang tlhahlobo ea in vitro le katleho ea in vivo.
Sena se bolela phetoho ea chromatography ho tloha sesebelisoa sa tlhahlobo ho ea ho enjene ea mantlha e tsamaisang boqapi ba mantlha.
Theknoloji ea chromatography e tala e ntse e eketseha, 'me bafuputsi ba ntse ba hlahloba litharollo tse sireletsang tikoloho haholoanyane. Sehlopha sa bafuputsi Univesithing ea Karachi Pakistan se thehile kholomo ea chromatography ea metsi e sebetsang hantle e thehiloeng ho humic acid e ileng ea atleha ho fihlela karohano e sebetsang hantle ea meriana e mehlano ho tsoa mekhahlelong e fapaneng ea phekolo, e fanang ka khetho e ncha ea botekgeniki bakeng sa ho lemoha meriana ea likarolo tse ngata indastering ea meriana.
Ka tsoelo-pele ea tlhahlobo ea data e thusitsoeng ke AI, likholomo tsa chromatography tse nyane, le mahlale a chromatography e tala, likholomo tsa chromatography ea metsi li tla bapala karolo ea bohlokoa le ho feta ho sibolloeng ha lithethefatsi, polokeho ea tikoloho le netefatso ea boleng ba lijo.
Bokamoso bo fihlile. Ha indasteri ea meriana ea tlhaho e ntse e tsoela pele ho ntlafatsa, theknoloji ea chromatography ea metsi e ikemiselitse ho tsoela pele ka katleho e eketsehileng. Ho tloha ho li-antibodies tsa monoclonal ho ea ho phekolo ea liphatsa tsa lefutso, le ho tloha ho meriana ea setso ea limolek'hule tse nyane ho ea ho li-biologics tse rarahaneng, kholomo ea chromatography, e le "pelo" ea lefapha la tlhahlobo, e ntse e ntšetsa pele indasteri eohle ea meriana ka khutso.