$.$Investigate the principles of electric power demand forecasting, exploring the methodologies and tools used to predict electricity demand for short$-$term, medium$-$term, and long$-$term planning and operational decision$-$making. Discuss the factors influencing electricity demand, such as weather conditions, economic activity, and consumer behavior, and delve into the applications of statistical models, machine learning algorithms, and artificial intelligence techniques in demand forecasting.

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