Riba:
- Ikon tantance matakin haja, bin diddigin ƙarewa da tsari tare da hankali na wucin gadi da samar da daftarin yanke shawara
- Ikon tabbatar da hasashen buƙatu da gargaɗin ƙarewar da aka samar ta hanyar fasaha ta wucin gadi tare da ainihin bayanan haja da ka'idodin sarkar sanyi.
- Fahimtar cewa babban alhakin ya ta'allaka ne ga mai harhada magunguna a cikin gano muggan ƙwayoyi (ITS), sarkar sanyi da tsarin dawowa/ zubarwa.
Akwai daruruwan, sau da yawa dubbai, na kayayyaki daban-daban akan rumbun kantin magani, kuma kowannensu yana da farashi, ranar karewa (kwanakin ƙarewa), da tsarin buƙatu. Samun samfurin da ya dace a cikin adadin da ya dace; Yana da game da daidaita ma'auni mai laushi tsakanin rashin barin mara lafiya hannu wofi da rashin kashe kuɗi akan magungunan da suka ƙare. Hankali na wucin gadi shine bincike mai ƙarfi da taimakon tsare-tsare a cikin wannan ma'auni: yana fitar da samfuran buƙatu daga bayanan tallace-tallace na tarihi, yana nuna samfuran da ke gabatowa da ƙarewa, yana ba da shawarar tsararrun tsari. Amma waɗannan shawarwarin zato ne; Ba za a iya amfani da shi ba tare da tabbatarwa tare da ainihin haja, ƙa'idodin sarkar sanyi, doka da ilimin likitancin kantin magani a fagen. A cikin wannan rukunin, zaku koyi yadda ake sanya hankali na wucin gadi ya zama amintaccen kayan aikin tallafi na yanke shawara a cikin hannun jari, wanda aka daina amfani da shi da sarrafa wadata.
Uku gatari na hannun jari management
Gudanar da kaya shine daidaita matsaloli guda uku:
- Samun: Shin maganin da majiyyaci ke buƙata a kan shiryayye? Siyar da su yana lalata gamsuwar haƙuri da amincewa.
- Babban jari: Kowane akwati a kan shiryayye an ɗaure kuɗi. Yawan kaya yana kawo cikas ga tsabar kudi.
- Ranar karewa: An lalata magungunan da suka ƙare; Wannan cutarwa ce kai tsaye kuma yana da mahimmanci ga amincin haƙuri.
Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararru na iya nazarin waɗannan gatura guda uku tare da samar da daftarin amsoshin tambayoyi kamar "wane samfurin ya kamata a ba da oda kuma a cikin nawa, wanne ne ke cikin hadarin zama wanda ya ƙare?" Amma kowace amsa dole ne a gwada ta akan ainihin jari da ilimin filin.
Tsanaki: Ƙwararrun Ƙwararrun Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙwararren Ƙadda tọn na Ƙaƙa ) ya yi yana annabta buƙatun nan gaba ta hanyar kallon bayanan tarihi; amma annoba da ba zato ba tsammani, rikicin wadata, canjin tsari ko abin da ya faru na gida ya rushe hasashen. Hasashen buƙatu ba shawara ba ne ko annabci; daidaita ta hanyar shari'ar kantin magani.
Gudanar da Miad da FEFO
Ƙa'idar zinare na sarrafa ƙarewa ita ce FEFO (Ƙarshen Farko, Farko na Farko). A wasu kalmomi, samfurin mafi kusa da ranar karewa a kan shiryayye ya kamata a fara sayar da shi. Idan an ciyar da hankali na wucin gadi tare da bayanan hannun jari:
- Ya lissafa samfuran waɗanda kwanan watan ƙarewar su ke gabatowa wani ƙayyadadden ƙira (misali watanni 3).
- Yana nuna alamun abubuwan da ke juyawa a hankali kuma suna cikin haɗarin ƙarewa.
- Yana ba da shawarar samfuran ɗan takara don dawowa ko haɓakawa.
Amma ainihin yanke shawara na lalacewa/dawowa, sarrafa jiki na samfurin, yarda da sarkar sanyi da tsarin dawowa daidai da doka alhakin mai harhada magunguna ne.
Sarkar sanyi da ganowa
Wasu magunguna (alurar rigakafi, insulins, magungunan halittu) dole ne a adana su a cikin takamaiman yanayin zafi; Wannan shi ake kira sarkar sanyi. Da zarar an karya sarkar, maganin zai iya rasa tasirinsa, kuma wannan haɗari ne marar ganuwa. Bugu da ƙari, a cikin Türkiye, ana kula da kwayoyi ta hanyar lambobin QR tare da ITS (Tsarin Kula da Magunguna); Ana yin rikodin siyarwa, dawowa da lalata kowane akwati. AI na iya samar da masu tuni da daftarin aiki a cikin waɗannan matakai; Koyaya, sarrafa rikodin zafin jiki, ma'amalar lambar QR da sanarwar hukuma suna ƙarƙashin ikon ɗan adam.
uku mini lokuta
Case 1 - Tsabtace lokaci. Wani kantin magani yana son gano alƙalami 40 waɗanda zasu ƙare a cikin watanni 3. Likitan harhada magunguna ya ba da lissafin hannun jari (ba tare da farashi da bayanin haƙuri ba) ga hankali na wucin gadi; The artificial intelligence sorted them by maturity and marked those that returned slowly. Likitan harhada magunguna ya kwatanta lissafin zuwa shiryayye na zahiri, ya ga cewa an riga an sayar da wasu ƴan abubuwa, kuma ya yi shirin dawowa/kamfen don ainihin abubuwa 32. Ilimin wucin gadi ya rage sa'o'i na rarrabuwa zuwa mintuna; Mai harhada magunguna ya yanke shawarar.
Case 2 - Bukatar yanayi. Kafin hunturu, wani kantin magani ya yi wani tsari na oda don samfuran sanyi. Hankalin wucin gadi ya samar da hasashen daga tallace-tallace na shekarun baya. Likitan harhada magunguna ya daidaita wannan ƙiyasin tare da buɗaɗɗen mura a yankin a waccan shekarar da wadatar hannun jari; Ya zarce hasashen da kashi 20%. AI ya ba da farawa; An tsara lambar ƙarshe ta ilimin filin.
Case 3 - Takardun sarkar sanyi. A cikin abin da ya faru na rashin aiki na firiji, an wuce iyakar zafin jiki na ɗan lokaci. Likitan harhada magunguna ya nemi AI don rikodin abin da ya faru da daftarin tantancewa na samfuran da suka dace. Sirrin wucin gadi ya jera abubuwan da ya kamata a rubuta bayanai Likitan harhada magunguna ya kimanta amfanin samfuran bisa ga tsarin karya sarkar sanyi na masana'anta/dokokin kuma ya sanya sanarwar da ta dace. AI ya haɓaka takardun shaida; An yanke shawarar tare da sanin dokokin da masana'anta.
Halaye na mataki-mataki da bincike na ƙarewa
- Shirya bayanai ba tare da suna ba kuma daidai. Samfur, adadi, ranar karewa, ƙimar tallace-tallace (ba tare da haƙuri/bayanan sirri ba).
- Neman bincike Hankali na wucin gadi yana kawar da haɗarin tsufa, abubuwan jinkirin jujjuya da tsararrun tsari.
- Kwatanta da ainihin haja. Tabbatar da ƙidayar jiki da bayanan tsarin.
- Gyara tare da mahallin filin. Ƙara annoba, wadata, tsari da ilimin gida.
- Aiwatar da sarkar sanyi/ITS dokokin. Gudanar da tsarin dawowa, lalata da adanawa daidai da doka.
- Ajiye yanke shawara. Ci gaba da bin diddigin oda da dalilan zubarwa.
Rauni mai ƙarfi / Ƙarfi mai ƙarfi
Rauni: "Me zan yi oda?"
Ƙarfafa: "Bincika waɗannan bayanan ƙididdiga masu zuwa (samfurin, adadin da ake samu, tallace-tallace na wata-wata na watanni 6 na ƙarshe, ranar ƙarewa). Cire: 1) abubuwan da za su ƙare a cikin watanni 3 kuma ba za a sake cika su ba bisa la'akari da saurin tallace-tallace, 2) sake tsara shawarwarin (tare da halin yanzu gudun + aminci stock dabaru), 3) jinkirin jujjuya abubuwan da za su iya bayyana ta hanyar daftarin aiki. Ƙididdigar kaya da matsayin wadata.
A cikin hanzari mai ƙarfi, tsarin bayanai, abubuwan da ake so da iyakar tabbatarwa sun bayyana a sarari.
Samfura huɗu masu kwafi
Aiki: Binciken haɗarin lokaci (DRAFT).Input: | Samfura | Yawan | tallace-tallace na wata-wata | Expiry |Fitowa: Jera abubuwan da zasu ƙare a cikin watanni [X] kuma ba za su ƙare ba bisa ga adadin tallace-tallacen su; Nuna kimanta "lokacin narkewa". Za a tabbatar da shi tare da ainihin shiryayye.
Aiki: Sake yin odar shawarwarin.Input: samfur, hannun jari na yanzu, matsakaicin tallace-tallace na kowane wata, lokacin jagora (kwanaki) Ma'aikacin kantin magani zai ƙara matsayin samarwa da yanayin yanayi.
Aiki: Rahoton samfurin juyawa.Input: tarihin tallace-tallace. Fitowa: abubuwan da suka sayar da ƙasa da raka'a [Y] a cikin watan [X] da ya gabata; alama don dawowa/kamfen/daidaita shel. Hukuncin nasa ne na mai harhada magunguna.
Aiki: Draft sanyi rikodin rikodin aukuwar lamarin. Abin da ya faru: [kwanan wata, tsawon lokaci, kewayon zafin jiki, samfuran da abin ya shafa] .Fitowa: bayanin da za a yi rikodin + lissafin kima. Samar da Samfur don YANKEWA ta hanyar masana'anta / tsari; AI baya yanke shawara.
Teburin alhakin yanke shawara kaya
nema
basirar wucin gadi
Mai harhada magunguna
Tsarin ƙarewa
jerin sauri
tabbatarwa ta jiki
Hasashen buƙatu
Daftarin tarihi
Gyaran filin/lokaci
Yawan oda
Shawarar asusu
Shawarar samarwa/tsabar kudi
Ƙimar sarkar sanyi
Takaddun bayanai
Shawarar samuwa
İTS/dawowa/lalata
jerin abubuwan dubawa
Aiki na hukuma da alhaki
Kuskuren gama gari
- Kuskuren tsinkaya a matsayin annabci. Ya kamata a gyara hasashen buƙatu tare da bayanin filin.
- Tsallake ƙidayar jiki. Bayanan tsarin da shiryayye na iya bambanta; Shelf yana da mahimmanci a cikin yanke shawara.
- Barin yanke shawarar sarkar sanyi zuwa hankali na wucin gadi. Ana ba da samuwa ta hanyar masana'anta/tsari.
- Shakata da tsarin ITS/dawowa. Dole ne a rubuta lambobin QR da ma'amaloli na hukuma kuma a aiwatar da su daidai da ƙa'idodi.
- Ana loda bayanan sirri/na kasuwanci ba tare da sarrafawa ba. Dole ne a kiyaye bayanan kasuwanci masu haƙuri da masu hankali.
A takaice
Hankali na wucin gadi shine babban bincike da kayan aiki na tsarawa a cikin hannun jari, ƙarewa da sarrafa wadata; Yana ba da haske game da haɗarin da ba a taɓa amfani da su ba, yana samar da hasashen buƙatu da yin oda, kuma yana haɓaka takardu. Amma kowace shawara daftari ce; Ba za a iya aiwatar da ƙidayar hannun jari na ainihi ba tare da tabbatarwa ta hanyar ƙa'idodin sarkar sanyi, ITS da doka ba. Hasashen buƙatu wuri ne na farawa, daidaitacce ta ilimin fage. Babban alhakin ganowa, sarkar sanyi da yanke shawarar zubarwa ya ta'allaka ne ga mai harhada magunguna.
Aikin aikace-aikace
Shirya samfurin hannun jari wanda ba a san shi ba daga kantin ku (abubuwa 10-15; yawa, tallace-tallace kowane wata, ƙarewa). Nemi nazarin haɗarin ƙarewa da sake yin odar shawarwari daga hankali na wucin gadi. Kwatanta bugu zuwa ainihin tara kuma lura da kowane bambance-bambance. Gyara hasashen AI don samfurin yanayi tare da ilimin filin ku. A ƙarshe, rubuta yadda za ku rubuta takaddun don tsinkayar sarkar sanyi kuma ku warware shi tare da tsarin masana'anta/tsara.
jerin abubuwan dubawa
- [ ] Na shirya bayanan haja ba tare da suna ba kuma daidai.
- [ ] Na yi nazarin kalmar hadarin kuma na tabbatar da shi tare da shiryayye na jiki.
- [ ] Na gyara hasashen buƙatu tare da bayanin filin/lokaci.
- [ ] Na daidaita yawan tsari tare da wadata da wadatar kuɗi.
- [ ] Na dogara da shawarar sarkar sanyi akan tsarin masana'anta/tsari.
- [ ] Na aiwatar da hanyoyin İTS / dawowa / lalata akai-akai.
- [ ] Na rubuta tsari da dalilai na lalacewa.