Forecasting methods in energy planning models
KB Debnath, M Mourshed - Renewable and Sustainable Energy Reviews, 2018 - Elsevier
Energy planning models (EPMs) play an indispensable role in policy formulation and energy
sector development. The forecasting of energy demand and supply is at the heart of an EPM …
sector development. The forecasting of energy demand and supply is at the heart of an EPM …
Notice of Violation of IEEE Publication Principles: Short-term load forecasting methods: A review
AK Srivastava, AS Pandey… - … International conference on …, 2016 - ieeexplore.ieee.org
Notice of Violation of IEEE Publication Principles" Short-Term Load Forecasting Methods: A
Review" By AK Srivastava, Ajay Shekhar Pandey and Devender Singh in the Proceedings of …
Review" By AK Srivastava, Ajay Shekhar Pandey and Devender Singh in the Proceedings of …
Management and control of domestic smart grid technology
A Molderink, V Bakker, MGC Bosman… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
Emerging new technologies like distributed generation, distributed storage, and demand-
side load management will change the way we consume and produce energy. These …
side load management will change the way we consume and produce energy. These …
Electric load forecasting methods: Tools for decision making
For decision makers in the electricity sector, the decision process is complex with several
different levels that have to be taken into consideration. These comprise for instance the …
different levels that have to be taken into consideration. These comprise for instance the …
An adaptive backpropagation algorithm for long-term electricity load forecasting
NA Mohammed, A Al-Bazi - Neural Computing and Applications, 2022 - Springer
Abstract Artificial Neural Networks (ANNs) have been widely used to determine future
demand for power in the short, medium, and long terms. However, research has identified …
demand for power in the short, medium, and long terms. However, research has identified …
[HTML][HTML] A methodology for electric power load forecasting
E Almeshaiei, H Soltan - Alexandria Engineering Journal, 2011 - Elsevier
Electricity demand forecasting is a central and integral process for planning periodical
operations and facility expansion in the electricity sector. Demand pattern is almost very …
operations and facility expansion in the electricity sector. Demand pattern is almost very …
Models for mid-term electricity demand forecasting incorporating weather influences
S Mirasgedis, Y Sarafidis, E Georgopoulou, DP Lalas… - Energy, 2006 - Elsevier
Electricity demand forecasting is becoming an essential tool for energy management,
maintenance scheduling and investment decisions in the future liberalized energy markets …
maintenance scheduling and investment decisions in the future liberalized energy markets …
[HTML][HTML] DA-LSTM: A dynamic drift-adaptive learning framework for interval load forecasting with LSTM networks
Load forecasting is a crucial topic in energy management systems (EMS) due to its vital role
in optimizing energy scheduling and enabling more flexible and intelligent power grid …
in optimizing energy scheduling and enabling more flexible and intelligent power grid …
Probabilistic forecasts of the magnitude and timing of peak electricity demand
PE McSharry, S Bouwman… - IEEE Transactions on …, 2005 - ieeexplore.ieee.org
Adequate capacity planning requires accurate forecasts of the future magnitude and timing
of peak electricity demand. Electricity demand is affected by the day of the week, seasonal …
of peak electricity demand. Electricity demand is affected by the day of the week, seasonal …
Short-term prediction of household electricity consumption: Assessing weather sensitivity in a Mediterranean area
Urban microclimatic variations, along with a rapid reduction of unit cost of air-conditioning
(AC) equipments, can be addressed as some of the main causes of the raising residential …
(AC) equipments, can be addressed as some of the main causes of the raising residential …