Incamake
Guteganya guteganya gukoresha amakuru ya sensor hamwe no kwiga imashini guteganya igihe imashini izananirwa, bityo irashobora gukosorwa mbere yo kumeneka aho kuba kuri gahunda yagenwe cyangwa nyuma yo gusenyuka bihenze. Irabika amafaranga, irinda igihe cyo gutaha, kandi itezimbere umutekano.
AI muburyo buteganijwe bukoreshwa ikoresha AI mubidukikije byihariye aho amabwiriza, ibikorwa, no kwihanganira ingaruka bigira uruhare runini muguhitamo ibishushanyo.
Kwibira cyane
Kubungabunga gakondo birashobora kuba reaction (bikosore nyuma yo kumeneka) cyangwa birinda (gusimbuza ibice kuri kalendari utitaye kumiterere). Byombi guta amafaranga - kimwe binyuze mugihe cyateganijwe, ikindi mugusimbuza ibice bizima. Guteganya guteganya (PdM) bicaye hagati: ibyuma byerekana amakuru nka vibrasiya, ubushyuhe, ibyuka bihumanya ikirere, ubwiza bwamavuta, hamwe na moteri ivuye mubikoresho, hamwe nuburyo bwo kwiga imashini byerekana uburyo bworoshye bubanziriza gutsindwa. Intego rusange ni kugereranya ubuzima busigaye (AMATEGEKO) - amasaha angahe cyangwa ukwezi igice gisigaye. Icyitegererezo cya Anomaly-cyerekana ibendera gutandukana kumasinya asanzwe akora, mugihe moderi ikurikiranwa yatojwe kunanirwa mumateka iteganya ubwoko bwamakosa. Inganda ziva mu ndege (moteri yindege) kugeza ingufu zumuyaga (garebox) kugeza mubikorwa (imashini za CNC) zirayishingikirizaho, akenshi ikoresheje sensor ya IoT igaburira ibicu cyangwa isesengura.
Ubushishozi
Kunyeganyega ni ikimenyetso cyakazi cyakazi: kubyara bifite ubuzima bwiza bifite isuku yumurongo, mugihe ikosa rikura ryongera impinga yibiranga kuri frequence yihariye. Tekinike iratandukanye kuva FFT ishingiye kubisesengura kugeza kuri neteux na neural neural net na LSTMs byerekana ibihe-bikurikirana. Kumenya Anomaly akenshi ikoresha autoencoders yatojwe gusa kubuzima bwiza - mugihe ikosa ryo kwiyubaka ryagaragaye, hari ikintu cyahindutse. Icyitegererezo gisohora igereranyo CYIZA cyangwa amahirwe yo gutsindwa mumadirishya.
Kumenya AI muburyo bwo Guteganya
Guteganya guteganya gukoresha amakuru ya sensor hamwe no kwiga imashini guteganya igihe imashini izananirwa, bityo irashobora gukosorwa mbere yo kumeneka aho kuba kuri gahunda yagenwe cyangwa nyuma yo gusenyuka bihenze. Irabika amafaranga, irinda igihe cyo gutaha, kandi itezimbere umutekano. AI muburyo buteganijwe bukoreshwa ikoresha AI mubidukikije byihariye aho amabwiriza, ibikorwa, no kwihanganira ingaruka bigira uruhare runini muguhitamo ibishushanyo. Kugira ngo wubake byimbitse, fata AI muri Predictive Maintenance nk'icyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubikorwa, amatsinda akomeye akoresha AI muri Predictive Maintenance ahuza ubushobozi bwa tekiniki na politiki ya domaine, ubugenzuzi, hamwe no gufata ibyemezo imbere. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri. Mugihe kimwe, ibisabwa byubuyobozi birashobora gutesha agaciro ubundi prototypes ikomeye. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri.
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura.
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere.
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Indege zikurikirana moteri yindege hamwe nubushyuhe kugirango gahunda yo gusana mbere yo kunanirwa mu ndege, nko muri gahunda zubuzima bwa moteri ya GE na Rolls-Royce
Abashinzwe guhinga umuyaga bamenya garebox hakiri kare kandi bambara imyenda ya sensor ya vibrasi ya turbine kugirango birinde gusana umunara-hejuru wa crane
Inganda zikoresha moteri ya moteri na sensor ya acoustic kuri sisitemu ya convoyeur na pompe kumabendera yerekana ibyangiritse mbere yicyumweru
Gariyamoshi isesengura ibiziga kandi ikurikirana amakuru ya sensor kugirango ihanure kwambara ibice no kwirinda kunanirwa gutera impanuka
Uburyo bwo Gushyira mu bikorwa
AI muburyo bwo Guteganya Kubungabunga mubikorwa
Isosiyete y'indege ikurikirana moteri yindege hamwe nubushyuhe kugirango itegure gusana mbere yo kunanirwa mu ndege, nko muri gahunda zubuzima bwa GE na Rolls-Royce.
Isosiyete y'indege ikurikirana moteri yindege hamwe nubushyuhe kugirango itegure gusana mbere yo kunanirwa mu ndege, nko muri gahunda zubuzima bwa moteri ya GE na Rolls-Royce Amakipe ubusanzwe abona umusaruro ushimishije iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamuka kwabantu kubibazo bikabije, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI muburyo bwo Guteganya Kubungabunga mubikorwa
Abashinzwe guhinga umuyaga bamenya garebox hakiri kare kandi bafite imyenda iva kuri sensor ya vibrasiyo ya turbine kugirango birinde gusana umunara hejuru.
Abashinzwe ubuhinzi bwumuyaga bamenya ibyuma byogusanduku hakiri kare kandi bambara imyenda ya sensor ya vibrasiyo ya turbine kugirango birinde gusana umunara hejuru-hejuru ya crane yo gusana Amakipe ubusanzwe abona umusaruro ushimishije mugihe asobanuye ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
AI muburyo bwo Guteganya Kubungabunga mubikorwa
Inganda zikoresha moteri ya moteri na acoustique kuri sisitemu ya convoyeur na pompe kumabendera yerekana ibyangiritse mbere yicyumweru.
Inganda zikoresha moteri ya moteri na acoustic kuri sisitemu ya convoyeur na pompe kumabendera yerekana ibyangiritse mbere yicyumweru mbere Amakipe akunze kubona umusaruro ushimishije iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI muburyo bwo Guteganya Kubungabunga mubikorwa
Gariyamoshi isesengura ibiziga no gukurikirana amakuru ya sensor kugirango ihanure kwambara ibice kandi ikumire kunanirwa gutera impanuka.
Gariyamoshi isesengura ibiziga kandi ikurikirana amakuru ya sensor kugirango ihanure kwambara ibice no gukumira gutsindwa bitera gutsindwa Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Ingaruka & Kurinda
Ibisabwa kugenzurwa birashobora gutesha agaciro ubundi prototypes ikomeye.
Amakuru yamateka arashobora gushiramo kubogama byangiza abaturage.
Sisitemu yumurage irashobora gushiraho uburyo bwo kwishyira hamwe nibiciro byihishe.
Igishushanyo mbonera
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma.
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Emeza kubahiriza inshingano z'umutekano hakiri kare.
Emeza kubahiriza inshingano z'umutekano hakiri kare. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.