The importance of conducting potential analysis of load data and ensuring the effectiveness
of feature selection cannot be overstated when it comes to enhancing the accuracy of short …

This study discusses various permanent magnet synchronous motorspeed controlstrategies.
As opposed to other motors used in drives, permanent magnet synchronous motor is …

This paper presents a new approach to Peak Load Forecasting based on EMD and ANFIS.
EMD is used to decompose the load data into several Intrinsic Mode Functions (IMFs); then …

Purpose This study aims to analyze the performance of four different fuzzy inference system-
based forecasting tools using a real case company. Design/methodology/approach The …

In today's world, load forecasting is an important part of planning in power system for
developing countries, to utilise power more efficiently. In developing countries like India …

Load forecasting plays an essential role in the power systemenergy management system.
Important factors that are crucial for short-termload forecasting (STLF) are unit commitment …

Increasing energy efficiency and reliability of power grids is becoming an essential part of
grid energy management. Accurately predicting load demand is one of the most important …

For energy planning, forecasting the energy demand for a specific time interval and supply
of a specific source is very crucial. In the energy sector, forecasting may be long term …

Since the decisions made regarding the future include uncertainty for operations, alternative
predictions are needed to be developed in such decision-making processes. Accurate …