NANOMATERIAL VA SUN’IY INTELLEKT INTEGRATSIYASI ASOSIDA QUYOSH PANELLARINING SAMARADORLIGINI OSHIRISH
Keywords:
quyosh panellari, nanofluid, sun’iy intellekt, issiqlik almashinuvi, optimallashtirish, energiya samaradorligi.Abstract
Ushbu ishda quyosh panellarining samaradorligini oshirishda nanofluid sovutish tizimlari va sun’iy intellekt (AI) texnologiyalarini integratsiyalashning nazariy asoslari o‘rganiladi. Adabiyotlar tahlili shuni ko‘rsatadiki, nanofluidlar yuqori issiqlik o‘tkazuvchanlik xususiyati tufayli panellarning ishchi haroratini kamaytiradi, sun’iy intellekt esa sovutish jarayonini real vaqt rejimida optimallashtirish imkonini beradi. Nanofluid va AI integratsiyasi asosida ishlab chiqilgan gibrid tizimlar energiya samaradorligini oshirish, issiqlik yo‘qotilishini kamaytirish va panellarni barqaror ishlashini ta’minlashda istiqbolli yo‘nalish hisoblanadi.
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References
Lotfi, N. (2023). Thermal and electrical performance of solar photovoltaic systems under varying temperature conditions. Renewable Energy Reports.
Nanofluid-based cooling techniques for photovoltaic thermal (PV/T) systems: A review. Sustainable Energy Technologies and Assessments, Elsevier, 2024.
Deep learning-based intelligent control for PV cooling systems. Applied Energy, Elsevier, 2024.
https://www.sciencedirect.com/science/article/pii/S136403212500317X
