SUN’IY INTELLEKT YORDAMIDA ELEKTR ENERGIYASINI ISTE’MOL QILISHNI OPTIMALLASHTIRISH
Abstract
Bugungi kunda elektr energiyasining samarali iste’mol qilinishi ekologik va iqtisodiy jihatdan dolzarb masalalardan biri hisoblanadi. An’anaviy energiya boshqarish tizimlari statik bo‘lib, real vaqt rejimida energiya talabini optimal boshqara olmaydi. Sun’iy intellekt (SI) esa katta hajmdagi ma’lumotlarni qayta ishlash orqali energiya iste’molini samarali optimallashtirishga yordam beradi.
References
Gurobi Optimization. "Mathematical Optimization for Energy Management." 2020.
Sutton, R. S., & Barto, A. G. "Reinforcement Learning: An Introduction." MIT Press, 2018.
Goodfellow, I., Bengio, Y., & Courville, A. “Deep Learning.”MIT Press, 2016.
IEEE Transactions on Smart Grid. “Artificial Intelligence Applications in Energy Management.” 2022.
Bishop, C. M. “Pattern Recognition and Machine Learning.” Springer, 2006.
Armbrust, M., Fox, A., Griffith, R., Joseph, A. D., & others. “A View of Cloud Computing.” Communications of the ACM, 2010.
