A Hybrid Neural Model in Long-Term Electrical Load Forecasting

2006 ◽  
pp. 717-725 ◽  
Author(s):  
Otávio A. S. Carpinteiro ◽  
Isaías Lima ◽  
Rafael C. Leme ◽  
Antonio C. Zambroni de Souza ◽  
Edmilson M. Moreira ◽  
...  
Keyword(s):  
Load Forecasting ◽  
Neural Model ◽  
Electrical Load ◽  
Electrical Load Forecasting

A hierarchical neural model with time windows in long-term electrical load forecasting

2006 ◽  
Vol 16 (4-5) ◽  
pp. 465-470 ◽  
Author(s):  
Otávio A. S. Carpinteiro ◽  
Isaías Lima ◽  
Rafael C. Leme ◽  
Antonio C. Zambroni de Souza ◽  
Edmilson M. Moreira ◽  
...  
Keyword(s):  
Time Windows ◽  
Load Forecasting ◽  
Neural Model ◽  
Electrical Load ◽  
Electrical Load Forecasting

Clustering-Based Hybrid Synergetic Model for Long-Term Electrical Load Forecasting

2021 ◽  
pp. 295-317
Author(s):  
Rizk M. Rizk-Allah ◽  
I. M. El-Desoky ◽  
A. N. Ayad ◽  
Aboul Ella Hassanien
Keyword(s):  
Load Forecasting ◽  
Electrical Load ◽  
Electrical Load Forecasting ◽  
Synergetic Model

scholarly journals Long Term Electrical Load Forecasting: An Empirical Study across Techniques and Domains

2017 ◽  
Vol 10 (26) ◽  
pp. 1-16 ◽  
Author(s):  
Sujit Kumar Panda ◽  
Sachi Nandan Mohanty ◽  
Alok Kumar Jagadev ◽  
◽  
◽  
...  
Keyword(s):  
Empirical Study ◽  
Load Forecasting ◽  
Electrical Load ◽  
Electrical Load Forecasting

Forecasting Methods in Electric Power Sector

2018 ◽  
Vol 7 (1) ◽  
pp. 1-21 ◽  
Author(s):  
Sujit Kumar Panda ◽  
Alok Kumar Jagadev ◽  
Sachi Nandan Mohanty
Keyword(s):  
Electric Power ◽  
Financial Analysis ◽  
Management Strategies ◽  
Load Forecasting ◽  
Electricity Consumption ◽  
Load Management ◽  
Electrical Load ◽  
Electric Power Sector ◽  
Electrical Load Forecasting

Electric power plays a vibrant role in economic growth and development of a region. There is a strong co-relation between the human development index and per capita electricity consumption. Providing adequate energy of desired quality in various forms in a sustainable manner and at a competitive price is one of the biggest challenges. To meet the fast-growing electric power demand, on a sustained basis, meticulous power system planning is required. This planning needs electrical load forecasting as it provides the primary inputs and enables financial analysis. Accurate electric load forecasts are helpful in formulating load management strategies in view of different emerging economic scenarios, which can be dovetailed with the development plan of the region. The objective of this article is to understand various long term electrical load forecasting techniques, to assess its applicability; and usefulness for long term electrical load forecasting for an isolated remote region, under different growth scenarios considering demand side management, price and income effect.

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