Unyaka Omusha Ojabulisayo Onyakeni Wenyoka,
Kumelwe kube yi-"Deepseek" kanye ne-"Nezha"!
Njengoba ikhula ngokushesha emhlabeni wonke,
Bengididekile naye.
Ngokusheshisa kokukhula kwedolobha kanye nokwanda kwedijithali, imodeli yokuphathwa kwamanzi iye yasheshisa ukuhlolwa kokuthuthukiswa kokusebenza kahle, izinsizakalo, idatha, ukwenza izinqumo, kanye nokubikezela. Sekuphuthuma ukusebenzisa i-big data ukuze kwenezelwe ukwesekwa kwebhizinisi kanye nokugcinwa kokubikezela. Namuhla, ake i-DeepSeek yenze ukucabanga kanye nokuhlaziya ezindabeni zethu zamanzi ahlakaniphile. Njengomuntu ohlanganyela ezindabeni zamanzi ahlakaniphile, ingabe lokhu kuyasithinta?
Umbuzo 1:
Yiziphi izinkinga eziyinhloko zokukhipha amanzi ngokuhlakanipha manje?
(Okuqukethwe okulandelayo kukhiqizwa yi-AI ukuze kubhekiselwe kukho)
1. Ubunzima ekuqoqweni nasekuhlanganisweni kwedatha
✳Imithombo yedatha ehlukahlukene: Kunzima ukuhlanganisa idatha evela emithonjeni eminingi njengezinzwa, imishini yokuqapha, kanye namarekhodi esandla.
✳Ikhwalithi yedatha ehlukahlukene: Idatha ingase ingabi khona, ibe nomsindo, noma ingaguquguquki ngefomethi.
2. Izinga eliphansi lobuhlakani besistimu
✳Ukuthembela ekusebenzeni ngesandla: Izinhlelo eziningi zisadinga ukungenelela okuningi ngesandla, futhi izinga lokuzenzakalela aliphezulu.
✳Ukuntuleka kokuhlaziywa okuhlakaniphile: Amandla okuhlaziya idatha alinganiselwe, futhi kunzima ukunikeza izibikezelo ezinembile nokusekelwa kwezinqumo.
3. Ukugcinwa nokuphathwa kwemishini okuyinkimbinkimbi
✳Izinhlobo ezahlukene zemishini: Imishini yemikhiqizo namamodeli ahlukene yandisa ubunzima bokunakekelwa.
✳Ukutholwa kwephutha okulibazisekile: Ukwehluleka kwemishini kuvame ukutholakala kuphela uma inkinga inkulu.
4. Ukusetshenziswa kwamandla aphezulu kanye nezindleko
✳Ukusetshenziswa kwamandla aphezulu: Uhlelo lokukhipha amanzi lusebenzisa amandla amaningi ukuze lusebenze, okwandisa izindleko zokusebenza.
✳Izindleko zokulungisa eziphezulu: Izindleko zokulungisa nokufaka imishini ziphezulu.
5. Izingcindezi zemvelo nezomthetho
✳Izidingo zokuvikela imvelo eziqinile: Kudingeka kulandelwe imithethonqubo yokuvikela imvelo eqinile kakhulu.
✳Ukuqapha umphakathi: Umphakathi unaka kakhulu ukusebenza kwezinhlelo zokukhipha amanzi emvelweni.
Iphuzu elibuhlungu lokukhipha amanzi ngobuhlakani empeleni liyinselele yokuhlanganisa ubuchwepheshe nokuphathwa komphakathi ekuguqulweni kwezinhlelo eziyinkimbinkimbi, okudingeka zihlukaniswe ngokusebenzisa idrayivu enamasondo amabili "yokwakhiwa kabusha kwesistimu yedijithali" kunokuthuthukiswa okulula kobuchwepheshe.
Umbuzo 2:
Yiziphi izinguquko ezizolethwa ukukhishwa kwamanzi okuhlakaniphile uma kuhlanganisa i-DeepSeek?
(Okuqukethwe okulandelayo kukhiqizwa yi-AI ukuze kubhekiselwe kukho)
1. Ukubikezela ingozi enamandla kanye nokuthuthukiswa kwempendulo ephuthumayo
✳Ukulingisa izikhukhula zamanzi esiphepho: Ngokusekelwe kumodeli ye-Deepseek ye-multimodal, ihlanganisa idatha ye-radar yesimo sezulu, ukuphakama kwendawo, kanye nolwazi lwe-topology yenethiwekhi yamapayipi ukwakha i-digital twin yamanzi asemadolobheni. Uma sibheka iShenzhen njengesibonelo, i-AI ingalingisa umthwalo wenethiwekhi yamapayipi angaphansi komhlaba e-Futian CBD zingakapheli amahora ama-2 ngemva kwemvula, ibikezele izindawo ezijule ngaphezu kwama-30cm, futhi ixhumanise uhlelo lwethrafikhi ukuze kuvalwe iziphambano ezingu-15 ezivame ukukhukhulwa kusengaphambili.
✳Isixwayiso sempilo yenethiwekhi yamapayipi: Sebenzisa ubuchwepheshe be-NLP ukuhlaziya amarekhodi okugcinwa komlando weminyaka engama-20, ukuhlanganisa ukuhlaziywa kwe-CV kwezithombe ze-endoscopy yamapayipi, nokusungula imodeli yokubikezela izinga lokugqwala.
2. Ukulungiswa kokubikezela
✳Ngokuhlaziya idatha yenzwa, i-Deepseek ingabikezela ukwehluleka kwemishini, ihlele ukulungiswa kusenesikhathi, inciphise ingozi yokwehluleka okungazelelwe, futhi yandise isikhathi sokuphila kwemishini.
3. Ukulungiswa kwezindleko zokusebenza nokugcinwa kwesikhungoi-ion
✳Ukulawulwa kweqembu elihlakaniphile lesiteshi sokupompa: Ohlelweni lokukhipha amanzi eMfuleni iSuzhou eShanghai, imodeli yokufunda yokuqinisa ye-Deepseek ihlaziya izinga lamanzi, inani eliphakeme likagesi kanye nesigodi, kanye nedatha yolwandle yeziteshi zokupompa ezingu-16 ngesikhathi sangempela ukuze kulungiswe ngokuguquguqukayo inhlanganisela yepompo.
✳Ukuhlela indlela yamarobhothi okususa udaka: I-Guangzhou isebenzisa amarobhothi okuhlola amapayipi aqhutshwa yi-AI ukuhlonza izingxenye zamapayipi anodaka olungaphezu kuka-60% ngamafu e-3D point futhi ikhiqize izindlela zokusebenza ezifanele. Iphrojekthi yokuhlola eSifundeni saseLiwan inciphise ukuhlolwa ngesandla ngo-70% futhi yandisa ukusebenza kahle kokususwa kodaka izikhathi ezintathu.
4. Ukwenza izinqumo okusekelwe kudatha
✳Nikeza amathuluzi okuhlaziya idatha ukusiza abaphathi ukuthi benze izinqumo zesayensi ezengeziwe ngokusekelwe kudatha yomlando kanye nolwazi lwesikhathi sangempela futhi bathuthukise ukwabiwa kwezinsiza.
5. Ukulawula okuzenzakalelayo
✳Ihlanganisa i-AI kanye ne-Internet of Things, i-Deepseek ilawula ngokuzenzakalelayo izinhlelo zokukhipha amanzi, inciphisa ukungenelela ngesandla, futhi inciphisa izindleko zokusebenza.
6. Izinzuzo zemvelo
✳Ngokwenza ngcono ukugeleza kwamanzi kanye nokunciphisa ukugcwala kwamanzi kanye nokungcola, i-Deepseek isiza ekuthuthukiseni ikhwalithi yemvelo yamanzi kanye nokusekela intuthuko esimeme
Umbuzo 3:
Yiziphi izixazululo ezikhona ku-Deepseek?
(Okuqukethwe okulandelayo kukhiqizwa yi-AI ukuze kubhekiselwe kukho)
1. Ukuqoqwa kwedatha nokuhlanganiswa kwayo
✳Ipulatifomu yedatha ehlanganisiwe: Nikeza ipulatifomu yokuqoqwa kwedatha ehlanganisiwe kanye nokuhlanganiswa kwayo ukuze kusekelwe ukufinyelela kwedatha yemithombo eminingi.
✳Ukuhlanza idatha kanye nokulinganisa: Amathuluzi okuhlanza idatha kanye nokulinganisa akhelwe ngaphakathi ukuqinisekisa ikhwalithi yedatha.
2. Ukuthuthukiswa okuhlakaniphile
✳I-algorithm ye-AI: Sebenzisa i-algorithm ye-AI ekuhlaziyweni kwedatha ukuze unikeze ukusekelwa kokubikezela kanye nezinqumo.
✳Ukulawula okuzenzakalelayo: Qaphela ukuzenzekela kwesistimu futhi unciphise ukungenelela ngesandla.
3. Ukugcinwa nokuphathwa kwemishini
✳Ukuqapha impilo yemishini: Ukuqapha isimo semishini ngesikhathi sangempela kanye nokuxwayisa kusenesikhathi uma kwehluleka.
✳Ipulatifomu yokuphathwa kokulungiswa: Nikeza ipulatifomu yokuphathwa kokulungiswa kwemishini ukuze kuthuthukiswe izinqubo zokulungiswa.
4. Amandla kanye nokwenza ngcono izindleko
✳Ukuqapha ukusetshenziswa kwamandla: Ukuqapha ukusetshenziswa kwamandla ngesikhathi sangempela kanye nokunikeza iziphakamiso zokwenza ngcono.
✳Ukuhlaziywa kwezindleko: Nikeza amathuluzi okuhlaziya izindleko ukusiza ekunciphiseni izindleko zokusebenza.
5. Ukuvikelwa kwemvelo kanye nokuthobela imithetho
✳Ukuqapha imvelo: Ukuqapha izinkomba zemvelo ngesikhathi sangempela ukuqinisekisa ukulandelwa kwemithethonqubo.
✳Ukukhiqiza umbiko: Khiqiza ngokuzenzakalelayo imibiko yezemvelo ukuze kube lula ukuthobela imithetho.
Ake sibheke
Ukuhlaziywa kolwazi lwe-Deepseek mayelana nomkhakha wokukhipha amanzi ohlakaniphile
1. Ukuqonda okunembile nokuqhutshwa idatha
Isimo samanje: Izinhlelo zokudonsa amanzi zendabuko zinezindlela ezilinganiselwe zokuqoqa idatha, futhi iziqhingi zedatha zimbi kakhulu, okwenza kube nzima ukuqonda ngokugcwele isimo sokusebenza kwesistimu.
Ukukhanyiselwa: Sebenzisa izinzwa ze-IoT, ama-drone, ukuzwa okukude kwesathelayithi kanye nobunye ubuchwepheshe ukwakha inethiwekhi ephelele, yokuqonda uhlelo lokukhipha amanzi enamazinga amaningi, ukuqoqa idatha efana nokugeleza, ikhwalithi yamanzi, kanye nezinga lamanzi ngesikhathi sangempela, nokusebenzisa amakhono anamandla okucubungula idatha e-DeepSeek ukuhlanza, ukuhlanganisa nokuhlaziya idatha ukuze unikeze ukwesekwa kwedatha okunembile kokwenza izinqumo.
2. Isexwayiso sangaphambi kwesikhathi esihlakaniphile, izinyathelo zokuvimbela
Isimo samanje: Indlela yokuxwayisa kusenesikhathi ngephutha lesistimu yokukhipha amanzi ayiphelele, futhi ivame ukuphathwa ngemva kwalokho, okubangela ukulahlekelwa okukhulu.
Ukukhanyiselwa: Ngokusekelwe kudatha yomlando kanye nedatha yesikhathi sangempela, kusetshenziswa i-algorithm yokufunda komshini ye-DeepSeek, kwakha imodeli yokubikezela isimo sokusebenza kwesistimu yokudonsa amanzi ukuze kufezwe isixwayiso sokuqala esihlakaniphile sezingozi ezifana nokuvaleka kwamapayipi, ukugcwala kwamanzi, kanye nokungcola kwamanzi, futhi kuthathwe izinyathelo kusengaphambili zokuvimbela izinkinga ngaphambi kokuba zenzeke.
3. Lungiselela ukuhlela nokusebenza kahle
Isimo samanje: Ukusebenza kanye nokuhlela izinhlelo zokudonsa amanzi kuncike kokuhlangenwe nakho okwenziwe ngesandla, okungasebenzi kahle futhi okunzima ukubhekana nezimo zokusebenza eziyinkimbinkimbi nezishintshayo.
Ugqozi: Sebenzisa i-algorithm yokufunda yokuqinisa ye-DeepSeek ukwakha imodeli yokuhlela ehlakaniphile yezinhlelo zokukhipha amanzi. Ngokusho kwedatha yesikhathi sangempela kanye nemiphumela yokubikezela, lungisa ngokuguquguqukayo amasu okusebenza kwezikhungo ezifana neziteshi zokupompa namasango ukuze kufezwe ukusebenza okuphumelelayo nokonga amandla kwezinhlelo zokukhipha amanzi.
4. Siza ekwenzeni izinqumo kanye nokuhlela ngokwesayensi
Isimo samanje: Ukuhlela uhlelo lwamanzi amdaka akunasisekelo sesayensi futhi kunzima ukuhlangabezana nezidingo zentuthuko yasemadolobheni.
Ugqozi: Sebenzisa amakhono okuhlaziya idatha kanye nokulingisa e-DeepSeek ukwakha imodeli yedijithali yesistimu yokukhipha amanzi ukuze ulingise isimo sokusebenza kwesistimu ngaphansi kwezinhlelo ezahlukene zokuhlela, futhi unikeze isisekelo sesayensi sokuhlela, ukwakha kanye nokuguqulwa kwesistimu yokukhipha amanzi.
5. Izicelo ezintsha kanye nokwandisa imingcele
Isimo samanje: Izimo zokusetshenziswa kwemboni yokudonsa amanzi ngobuhlakani zihlukile, futhi izinhlelo zokusebenza ezintsha azanele.
Ugqozi: Hlola izinhlelo zokusebenza ezintsha ze-DeepSeek emkhakheni wokukhipha amanzi ngobuhlakani, njengokuthi: ukutholwa okuzenzakalelayo kwamaphutha epayipi ngokusekelwe ekubonweni kwesithombe; ukusebenza okuhlakaniphile nokugcinwa kwezindawo zokukhipha amanzi ngobuhlakani ngokusekelwe ekucutshungulweni kolimi lwemvelo; ukwakhiwa kwesisekelo solwazi lwesistimu yokukhipha amanzi ngokususelwa kugrafu yolwazi.
一. Ukubikezela okuhlakaniphile kanye nokwenza ngcono ukulingisa
Isexwayiso sokugcwala kwamanzi: Ngokusekelwe emvuleni yomlando, umthwalo wenethiwekhi yamapayipi, kanye nedatha yendawo, imodeli yokubikezela uchungechunge lwesikhathi isetshenziselwa ukubikezela amaphuzu okugcwala kwamanzi kusenesikhathi nokuthuthukisa ukuhlela isiteshi sokupompa.
Ukuxilongwa kwempilo yepayipi: Ngokufunda komshini, amavidiyo okuthola i-CCTV yepayipi kanye nedatha yezinzwa (njengokugeleza nokucindezela) kuyahlaziywa ukuze kutholakale ngokuzenzakalelayo umonakalo wepayipi kanye nezingozi zokuvaleka nokunciphisa izindleko zokuhlola ngesandla.
Ukulinganiswa kwemodeli ye-hydraulic: Kuhlanganiswe nama-algorithms okufunda okuqinisa, amapharamitha emodeli ye-hydraulic yenethiwekhi yokukhipha amanzi alungiswa ngokuguquguqukayo ukuze kuthuthukiswe ukunemba kokulingisa.
Izindlela Zokuxazulula Amaphuzu Obuhlungu Embonini
2. Izitayela zesikhathi esizayo: ushintsho oluvela "ekuboneni" luye "ekwenzeni izinqumo ezizimele"
Ukuthuthukiswa kobuhlakani be-Edge: faka ama-AI chips alula ezimbozweni zomgodi wokudonsa amanzi kanye neziteshi zokupompa ukuze kufezwe ukuhlaziywa kwesikhathi sangempela kwendawo (njengokutholwa kokuqongelela kwamanzi ngevidiyo) futhi kuncishiswe ukubambezeleka kokudluliselwa kwamafu.
Ukusetshenziswa okujulile kwamagrafu olwazi: yakha igrafu yolwazi "yesisombululo sembangela yamaphutha" yezinhlelo zokukhipha amanzi, ukusekela ukuphendula imibuzo okuhlakaniphile kanye nokukhiqizwa kweziphakamiso zokulungisa, kanye nokunciphisa umkhawulo wolwazi lochwepheshe.
Ukulawula ngokubambisana okuzimele: ngokufunda ukuqinisa ama-ejenti amaningi, qaphela ukulawula ngokubambisana okuzimele kweziteshi zokupompa, amasango, kanye namathangi okugcina amanzi ukuze kwakheke inethiwekhi yokudonsa amanzi eguquguqukayo.
Imodeli entsha yomjikelezo wekhabhoni ephansi: I-AI iqhuba "ukulungiswa kwenqubo yokubuyisa amandla" kwezitshalo zokuhlanza indle, njengokuthuthukisa ukuzimela kwamandla ngokulawula ukugaya kwe-anaerobic ngesikhathi sangempela kanye nokukhiqizwa kwe-methane.
Izinselele neziphakamiso
Izithiyo zedatha: Kuyadingeka ukukhuthaza izindlela zokwabelana ngedatha zikahulumeni nezamabhizinisi kanye nokusungula izindlela ezijwayelekile zokuxhumanisa idatha embonini yokukhipha amanzi.
Ukwenziwa kwemodeli ejwayelekile: ukuxazulula izinkinga zokuzivumelanisa nezimo zemodeli ezibangelwa ukungafani kwezakhiwo zesistimu yokudonsa amanzi emadolobheni ahlukene ngokufunda ngokudlulisela.
Ukwephulwa kokuphepha: Izinhlelo zokwenza izinqumo ze-AI zidinga ukufaka imikhawulo yendlela yokusebenza ebonakalayo (njengomkhawulo wokucindezela kwenethiwekhi yamapayipi) ukuze kugwenywe izingozi ezibangelwa ukulungiswa okukhulu kwama-algorithms.
五.Isifinyezo sogqozi
Imboni yokukhipha amanzi ngobuhlakani idinga ukuqhubeka nokuguquka izungeze ukwakheka konxantathu “wedatha-algorithm-system”
Isendlalelo sedatha: Yakha inethiwekhi yokuqonda yomhlaba wonke ukuze uphule "isiqhingi sedatha"
Isendlalelo se-algorithm: Thuthukisa amamodeli aqondene nendawo ethile (njengamamodeli okuhlanganisa imvula nezikhukhula)
Isendlalelo sesistimu: Qaphela ukuphathwa okuvaliwe "kokuhlola ukuqapha-ukulawula isixwayiso kusenesikhathi", bese ekugcineni udlulela ekuzimeleni okuhlakaniphile kwezinhlelo zamanzi zasemadolobheni.
Esikhathini esizayo, ukuhlanganiswa okujulile kwe-AI kanye nezindaba zamanzi kuzokwakha kabusha uchungechunge lwenani lemboni yokukhipha amanzi - kusukela ekusindiseni okungenamsebenzi kuya ekuvimbeleni okusebenzayo, kusukela ekuqhutshweni kolwazi kuya ekuthathweni kwezinqumo zesayensi, futhi kuhlinzeke ngesisekelo esibalulekile sobuchwepheshe sokuthuthukiswa kokuqina kwamadolobha.
Kucatshangelwa izindima eziningana zezimo ezahlukene
Ake sibheke ndawonye
(Ukuqagela kuphela, akukho amacala acacile)
Indima 1: Udokotela Wepayipi
Umsebenzi: Ukucasha kunethiwekhi yamapayipi angaphansi komhlaba edolobheni, "ukulalela" ngesikhathi sangempela ngezinzwa zezwi kanye nedatha yokudlidliza, kuhlanganiswe nokufunda okuhlanganisiwe ukwabelana ngamaphethini okuvuza, ukuthola ngokunembile imifantu yezinga le-millimeter.
Imigqa ye-anthropomorphic: “Kukhona ukuvuza okuncane kumamitha angu-2.7 epayipini eliyinhloko le-Zone 3, kanti ukuguquguquka kwengcindezi kungu-0.03MPa. Kunconywa ukuthi kulungiswe kungakapheli amahora angu-48.”
Indima 2: Umprofethi Wokushaywa Kwamanzi
Umsebenzi: Ngokusekelwe kumasathelayithi e-meteorological, umswakama wenhlabathi, kanye nedatha yomlando yomsebenzisi, kubikezela isidingo samanzi esiphezulu emahoreni angu-72 alandelayo, futhi kulungisa ngamandla amandla okukhiqiza esitshalo samanzi kanye nokucindezela kwesiteshi sokupompa.
Imigqa ye-anthropomorphic: “Kusasa ntambama imvula enkulu izokwenza ukusetshenziswa kwamanzi endaweni yezimboni kwehle ngo-15%. Kunconywa ukunciphisa imvamisa yePump Station B ibe ngu-45Hz.”
Indima 3: I-Sentinel Yekhwalithi Yamanzi
Umsebenzi: Iqembu lama-drone ahlonyiswe ngama-micro-spectrometer ahambahamba eceleni komfula, athole izinsimbi ezisindayo kanye nama-microorganism amaningi ngesikhathi sangempela, futhi agcine izehlakalo zokungcola nge-blockchain.
Imigqa ye-anthropomorphic: “I-COD yanda ngokuzumayo ngamakhilomitha ama-5 ezansi komfula, futhi umzila wokulandelela ukhomba endaweni yokukhipha indle yefektri ye-XX. Umnyango wokuvikela imvelo usuvumelanisiwe.”
Indima 4: I-Sludge Alchemist
Umsebenzi: Lungiselela inqubo yokususa amanzi odaka esitshalweni sokwelapha indle, i-AI ilawula ijubane le-centrifuge kanye nesilinganiso se-reagent, futhi yehlisa okuqukethwe komswakama wodaka kusuka ku-80% kuya ngaphansi kuka-50%.
Imigqa ye-anthropomorphic: “Udaka lwanamuhla lunokuqukethwe okuphezulu kwezinto eziphilayo. Kunconywa ukwandisa i-0.2g/L cationic PAM, okungonga ukusetshenziswa kwamandla okungu-18%.
Indima 5: Umhleli Wesiponji
Umsebenzi: Inethiwekhi yokuphikisana ekhiqizayo (i-GAN) ilingisa izigcawu zemvula yasemadolobheni, iklama ngokuzenzakalelayo indlela yokuhamba ngezinyawo evumela ukungena kanye nokuhlelwa kwengadi yemvula, futhi inciphisa ingozi yokugcwala kwamanzi.
Imigqa ye-anthropomorphic: "Ukwanda okungu-3% wendawo eluhlaza ecwile endaweni A kunganciphisa ukugeleza kwamanzi okuphezulu ngo-22%, futhi isikhathi sokukhokha izindleko siyiminyaka engu-4.2."
Indima 6: Umprofethi KaZamcolo
Umsebenzi: Ukuxhumanisa iziteshi zokupompa amanzi, amasango emifula, kanye namachibi angaphansi komhlaba ngesikhathi sezikhukhula, kanye nokufeza ukuhlela okuhle komhlaba wonke ngokusebenzisa ukufunda kokuqinisa ama-ejenti amaningi (i-MARL).
Imigqa ye-anthropomorphic: “Qala ukugcina amanzi echibini elingaphansi komhlaba le-Area C, uvule iSango No. 3 ukuze uguqule amanzi ezikhukhula, futhi indawo ekhungethwe yizikhukhula kulindeleke ukuthi yehliswe ngo-65%.
Ekugcineni, i-DeepSeek ilethe amathuba amasha entuthuko embonini yokukhipha amanzi ahlanzekile. Ngokuhlanganisa ngokujulile ubuchwepheshe be-AI nemboni yokukhipha amanzi ahlanzekile, ingafeza ukuphathwa okuhlakaniphile nokucwengekile kohlelo lokukhipha amanzi ahlanzekile, ithuthukise ukusebenza kahle kanye nezinga lenkonzo yohlelo lokukhipha amanzi ahlanzekile, futhi inikeze ukwesekwa okuqinile kwentuthuko esimeme yamadolobha.
Isikhathi sokuthunyelwe: Feb-25-2025