An overview of energy demand forecasting methods published in 2005–2015

I Ghalehkhondabi, E Ardjmand, GR Weckman… - Energy Systems, 2017 - Springer
The importance of energy demand management has been more vital in recent decades as
the resources are getting less, emission is getting more and developments in applying …

Electrical peak demand forecasting-A review

S Dai, F Meng, H Dai, Q Wang, X Chen - arXiv preprint arXiv:2108.01393, 2021 - arxiv.org
The power system is undergoing rapid evolution with the roll-out of advanced metering
infrastructure and local energy applications (eg electric vehicles) as well as the increasing …

Statistical analysis of drivers of residential peak electricity demand

H Fan, IF MacGill, AB Sproul - Energy and Buildings, 2017 - Elsevier
Growth in peak electricity demand poses considerable challenges for utilities seeking to
ensure secure, reliable yet affordable energy provision. A better understanding of the key …

Comparative Evaluation of Gradient Boosting with Active Thresholding and Model Explainability for Peak Demand Forecasting

S Kahawala, D Haputhanthri… - … on Human System …, 2022 - ieeexplore.ieee.org
The rapid advancement of the energy sector in terms of diverse energy generation options
and increasing energy consumption loads has eventuated the need for highly accurate …

Modeling of retailer's behavior for participation in the capacity market

H Jalili, MK Sheikh‐El‐Eslami… - … on Electrical Energy …, 2019 - Wiley Online Library
Due to economic reasons, only way for demand side management resources participation in
capacity market is their participation by load serving entities, energy service companies, or …

Power Transformer Summer Peak Load Prediction Using SCADA and Supervised Learning

N Kanwar, D Bargoti, VK Jadoun - Advances in Energy Technology …, 2022 - Springer
Load forecasting is used to meet the demand and supply equilibrium in any distribution
system. It is basically multi-variable and multi-dimension estimation problem. It helps electric …

Retailer's modeling in capacity market

H Jalili, MK Sheikh-El-Eslami… - Iranian Electric Industry …, 2018 - ieijqp.ir
Demand side managemnt resources always were used as important options in planning and
operation. Studies about them were done in some capacity markets and some others like …

[PDF][PDF] What Drives Residential Energy Demand? An Investigation of Smart Metered Electricity Data

H Fan - 2017 - unsworks.unsw.edu.au
The latest Climate Change Synthesis Report declares with very high confidence that the net
effect of human activities since 1750 has been causing global warming [2], and part of this is …

[PDF][PDF] Development and applications of localised Numerical Weather Prediction models in building energy management

D Lazos - 2017 - unsworks.unsw.edu.au
In several countries around the world, including Australia, there is increased interest in the
energy performance of commercial buildings and their responsiveness to changes in …

[PDF][PDF] Ανάπτυξη πληροφοριακού συστήματος για την πρόβλεψη της ζήτησης ηλεκτρικής ενέργειας στην Ελλάδα

Β Κραμπής - 2016 - dspace.lib.ntua.gr
The main objective of this diploma thesis is the development of an information system for the
long-term electricity demand forecasting in the Greek interconnected system. Through the …