A Deep Learning Approach for Short-Term Electricity Demand Forecasting: Analysis of Thailand Data

Accurate electricity demand forecasting serves as a vital planning tool, enhancing the reliability of management decisions. Apart from that, achieving these aims, particularly in managing peak demand, faces challenges due to the industry’s volatility and the ongoing increase in residential energy us...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Applied Sciences
المؤلفون الرئيسيون: Ranju Kumari Shiwakoti, Chalie Charoenlarpnopparut, Kamal Chapagain
التنسيق: مقال
اللغة:الإنجليزية
منشور في: MDPI AG 2024-05-01
الموضوعات:
deep learning
gated recurrent unit
hyperparameter tuning
long short-term memory
recurrent neural network
short-term demand forecasting
الوصول للمادة أونلاين:https://www.mdpi.com/2076-3417/14/10/3971

الانترنت

https://www.mdpi.com/2076-3417/14/10/3971

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