Ukuqikelela ukuveliswa kwamandla ukusuka emoyeni nakwilanga
Itekhnoloji yokufunda ngomatshini isetyenziselwa ukuqikelela ngokuchanekileyo ukuveliswa kwamandla ukusuka kumoya kunye yelanga ukudibanisa nothungelwano lwesizwe, njengenxalenye yentsebenziswano phakathi KwiYunivesithi yaseMonash kwiGrid Innovation Hub, Worley kunye nePalisade Energy.
The I-Arhente yaMandla aVuselelekayo e-Australia (ARENA)-iprojekthi yenkxaso-mali ijolise ekuboneleleni umoya kunye amandla elanga iijenereyitha ezinezixhobo zokuzibikezela ezichanekileyo nezithembekileyo zemizuzu emihlanu ngaphambili.
Ngokuphucula ukuchaneka kweebikezelo zemizuzu emihlanu ezifunwa yiMakethi yoMbane yeSizwe, izisombululo zokubikezela eziphuhliswe liqela leWorley kunye neMonash zinokwenza igridi ekhuselekileyo nethembekileyo. Oku kwenziwa kube nokwenzeka ngoqikelelo olungcono lokunciphisa ukuphindaphindeka kokuthunyelwa kakubi, ngaloo ndlela kuxhaswe isabelo esiphezulu sohlaziyo kwimarike ngaphandle kokubeka esichengeni kuzinzo lwegridi iyonke.
Uphuhliso lwe yokufunda umatshini indlela yokusebenza yoqikelelo ibikhokelwa nguGqr Christoph Bergmeir osuka kwiSebe leNzululwazi ngeDatha kunye AI kwiFaculty of Information Technology (IT) kwiYunivesithi yaseMonash, ngokubambisana neMonash Business School yeSebe lezoQoqosho kunye neStatistics Business, kwaye yaqalwa yiMonash Energy Institute's Grid. Innovation Indawo.
“Ukuqikelela ixesha elifutshane umoya ovuselelekayo isizukulwana asingomsebenzi olula. Amandla ahlaziyekayo akakwazi ukuveliswa ngokwemfuno, njengoko kunyanzelekile Uvimba wendalo njengomoya nelanga. Ke ngoko, ukuze sifezekise uthungelwano oluzinzileyo kunye nokuveliswa kombane okwaneleyo, sifuna indlela ethembekileyo yokuqikelela ixesha elifutshane,” utshilo uGqr Bergmeir.
“Ngokwazisa iindlela zokufunda koomatshini kule nkqubo yoqikelelo lwexesha elifutshane, siyakwazi ukusebenzisa i-algorithms eqeqeshwe kuluhlu lwedatha yembali, ekhokelela kuqikelelo oluchanekileyo lomoya kunye Amandla esola. "
Iinzuzo eziphambili zeprojekthi ziquka ukwanda kokungena kwamandla ahlaziyekayo kwigridi ngenxa yokuhanjiswa okuphuculweyo kokuveliswa kohlaziyo, kunye nokuncitshiswa kweentlawulo zeenkonzo ezincedisayo zolawulo lwamaza ombane (FCAS) ziintlawulo zeejenereyitha ezisisiphumo sokusilela ukufikelela usukelo loqikelelo.
“Isisombululo sethu sokuxela kwangaphambili sibonelela ngexabiso ngoko nangoko kubathengi bethu abakhoyo abanokuphinda bahlaziywe njengoko bejolise kwiintlawulo ezisezantsi ze-FCAS. Kwaye kunye PowerPredict iqaliswe ngokusemthethweni, iijeneretha ezivuselelekayo ngaphakathi Ostreliya nakwamanye amazwe banokuzuza kubuchwephesha bethu bokuqikelela amandla,” utshilo uDenis Marshment, uSekela Mongameli weGlobal we-Data Science Customer Solutions eWorley.
Uphando kunye nophuhliso lwezi modeli kulindeleke ukuba zongeze kumzimba wonke wolwazi malunga nokusetyenziswa komatshini wokufunda kunye nobunye ubuchwepheshe be-AI kubikezelo lomoya kunye nelanga.
“Ukwahluka kwendalo kwimozulu kwenza kube nzima kwiijenereyitha ezivuselelekayo ukuqikelela ngokuchanekileyo amanqanaba okuvelisa amandla exeshana elifutshane, kwaye oku kuchaphazela uzinzo lwegridi. Ngo-2020 kuphela, uqikelelo lwamandla olungachanekanga luxabisa iijenereyitha zase-Australia ezixabisa i-210 yezigidi zeedola, ngoko ke ukusebenzisa ii-algorithms zokufunda koomatshini ukubona imizuzu emihlanu kwixesha elizayo kubaluleke kakhulu. I-algorithms yethu yokuqikelela ifezekise i-45% yophuculo kwingqikelelo yemveliso yabathengi bethu, ”utshilo uMarshment.
Itekhnoloji inamandla okuthoba amaxabiso ombane kwibhodi yonke, kwaye inokuvula iindlela ze-hydro kunye nezinye iindlela zamandla acocekileyo.
“Ukuba iijenereyitha ezivuselelekayo zinokuthoba imiba ebangela ukuba zihlawule, zinokuvelisa umbane ngexabiso eliphantsi, kwaye ekugqibeleni loo mali ingagqithiselwa kubathengi. Kwakhona kuya kwenza izinto ezihlaziyiweyo zibe nokhuphiswano ngakumbi, nto leyo ekwasisiphumo esinqwenelekayo,” utshilo uGqr Bergmeir.
UNjingalwazi u-Ariel Liebman, uMlawuli weMonash Energy Institute, wongeze wathi, “Esi sisicelo esichulumancisayo kwaye sisexesheni selinye lamaqela eenkwenkwezi zeMonash Energy Institute kunye neGrid Innovation Hub yekhompyuter kunye neqela le-AI. Le projekthi ibonisa indlela ishishini, elimelwe ngabalingane bethu abanombono u-Worley, kunye nezifundiswa ezinokudala ngokwenene mpe mbelelo kunye kurhwebo kunye nokuba negalelo kumzamo wehlabathi wokuyeka imo iyatshintsha. "
Ukuqikelela ukuveliswa kwamandla ukusuka emoyeni nakwilanga yapapashwa kuqala ngu Imiba yoZinzo.
