?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=MODEL+TRANSISI+MARKOV+SOLAR+IRRADIANCE+DALAM%0D%0APERENCANAAN+SISTEM+PLTS&rft.creator=ARSSY+HASYIR+NURSIDIQ%2C+1715031076&rft.subject=600+Teknologi+(ilmu+terapan)&rft.subject=620+Ilmu+teknik+dan+ilmu+yang+berkaitan&rft.description=Intisari+%E2%80%93+Iradiasi+matahari+merupakan+salah+satu+faktor+yang+sangat+berpengaruh%0D%0Adalam+sistem+photovoltaic+dan+sangat+penting+untuk+memodelkan+dan+melakukan%0D%0Asimulasi+data+iradiasi+matahari.+Penelitian+ini+memodelkan+iradiasi+matahari+dan%0D%0Amenentukan+luas+optimal+photovolataic+array+(%0D%0A%0D%0A)+dengan+mempertimbangkan%0D%0A%0D%0Akapasitas+baterai+(%0D%0A%0D%0A)+pada+tahap+perencanaan+pembuatan+PLTS.+Fungsi+Objektif%0D%0A%0D%0Adari+penelitian+ini+ialah+meminimalkan+luas+area+photovoltaic+array+(%0D%0A%0D%0A).+Fungsi%0D%0Aobjektif+merupakan+subjek+untuk+equality+constraint+(+persamaan+daya+dan+baterai)%0D%0Adan+inequality+constraint+(aliran+daya+dan+limit+baterai).+Karena+kronologi+daya%0D%0Ayang+dihasilkan+oleh+PV+dan+beban+merupakan+proses+stokastik%2C+dimana+keadan%0D%0Asaat+ini+mengandung+informasi+untuk+keadaan+selanjutnya.+Maka%2C+model+Markov%0D%0Adiimplementasikan+berdasarkan+probabilitas+dari+iradiasi+matahari+dan+beban+untuk%0D%0Amengurangi+batasan+dan+variabel.+Keadaan+dari+Markov+didapatkan+dari+algoritma%0D%0Aklustering+(k-means+clustering)+berdasarkan+mean+dan+standar+deviasi+dari+data%0D%0Airadiasi+matahari.+Pada+hasil+simulasi+terdapat+permodelan+iradiasi+matahari+dan%0D%0Ajuga+nilai+optimal+luas+area+photovoltaic+array+(%0D%0A).%0D%0A%0D%0AKata+Kunci%3A+Iradiasi+matahari%3B+Clustering%3B+matrix+transisi+probabilitas+Markov%3B%0D%0Alinear+Programming%3B+optimasi%3B+photovoltaic+array.%0D%0A%0D%0AAbstract+%E2%80%93+Solar+radiation+is+one+of+the+most+important+factors+in+the+photovoltaic%0D%0Asystem+and+is+very+important+for+modelling+and+simulating+solar+irradiation+data.%0D%0AThis+research+modelled+the+solar+irradiation+and+determined+the+optimal%0D%0Aphotovolatic+array+(%0D%0A%0D%0A)+by+considering+the+battery+capacity+(MW)+at+the+planning%0D%0Astage+of+PLTS.+The+objective+function+of+this+research+is+to+minimize+the+vast+area%0D%0Aof+photovoltaic+array(%0D%0A%0D%0A).+Objective+function+is+subject+to+equality+(power+flow%0D%0Aequation+and+battery)+and+inequality+constarints+(limit+battery).+Because+the+power%0D%0Achronology+generated+by+PV+and+load+is+a+stochastic+process%2C+where+the+current+state%0D%0Acontains+information+for+the+next+state.+Thus%2C+Markov+model+is+implemented+based%0D%0Aon+the+probability+of+solar+irradiation+and+the+load+to+reduce+boundaries+and%0D%0Avariables.+The+state+of+Markov+was+obtained+from+k-means+clustering+algorithm%0D%0Abased+on+mean+and+standard+deviation+from+the+data+of+solar+irradiation.+In+the%0D%0Asimulation+results+there+are+models+of+solar+irradiation+and+also+the+wide+optimal%0D%0Avalue+of+photovoltaic+array+(%0D%0A).%0D%0A%0D%0AIndex+Terms%3A+Solar+irradiation%3B+Feature+Clustering%3B+Markov+transition%0D%0Aprobability+matrix%3B+linear+Programming%3B+Optimization%3B+Photovoltaic+array.&rft.publisher=Fakultas+Teknik&rft.date=2021-10-13&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F61159%2F1%2Fabstrak%2520-%2520arssy%2520hasyir.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F61159%2F2%2Ffull%2520-%2520arssy%2520hasyir.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F61159%2F3%2F4%2520fix%2520-%2520arssy%2520hasyir.pdf&rft.identifier=++ARSSY+HASYIR+NURSIDIQ%2C+1715031076++(2021)+MODEL+TRANSISI+MARKOV+SOLAR+IRRADIANCE+DALAM+PERENCANAAN+SISTEM+PLTS.++Fakultas+Teknik%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F61159%2F