Results 21 to 30 of about 177,951 (296)

Load forecasting method considering temperature effect for distribution network

MATEC Web of Conferences, 2016
To improve the accuracy of load forecasting, the temperature factor was introduced into the load forecasting in this paper. This paper analyzed the characteristics of power load variation, and researched the rule of the load with the temperature change ...
Meng Xiao Fang, Zhang Shu Xuan, Wang Jun, Wu Shi Hong   +3 more
doaj   +1 more source

Analysis load forecasting of power system using fuzzy logic and artificial neural network [PDF]

, 2017
Load forecasting is a vital element in the energy management of function and execution purpose throughout the energy power system. Power systems problems are complicated to solve because power systems are huge complex graphically widely distributed and ...
A Mostafa, Salama, F. Al-dolaimy, F. Al-dolaimy, Hashim Abbas, Fatima, Jubair, Mohammed Ahmed, Muhi Hariz, Hussein, Noor Nabeel, Noor Nabeel, Rabei Raad Al, Rabei Raad Al, Wisam Subhi Al-Dayyeni4, Wisam Subhi Al-Dayyeni4   +7 more
core   +1 more source

Load forecasting of supermarket refrigeration [PDF]

Applied Energy, 2016
This paper presents a study of models for forecasting the electrical load for supermarket refrigeration. The data used for building the models consists of load measurements, local climate measurements and weather forecasts. The load measurements are from a supermarket located in a village in Denmark.
Rasmussen, Lisa Buth, Bacher, Peder, Madsen, Henrik, Nielsen, Henrik Aalborg, Heerup, Christian, Green, Torben   +5 more
openaire   +3 more sources

Electricity forecasting on the individual household level enhanced based on activity patterns. [PDF]

PLoS ONE, 2017
Leveraging smart metering solutions to support energy efficiency on the individual household level poses novel research challenges in monitoring usage and providing accurate load forecasting.
Krzysztof Gajowniczek, Tomasz Ząbkowski
doaj   +1 more source

A short-term load forecasting taking into account the correlation of integrated energy load [PDF]

E3S Web of Conferences, 2020
This paper proposes a short-term load forecasting method that takes into account the correlation of integrated energy load. The method use wavelet packet to decompose the electric cooling and heating load in frequency bands, analyze the cross-correlation
Qi Xianjun, Chen Qinghui, Zheng Xiwei
doaj   +1 more source

Application of a hybrid of least square support vector machine and artificial bee colony for building load forecasting [PDF]

, 2016
Accurate load forecasting is an important element for proper planning and management of electricity production. Although load forecasting has been an important area of research, methods for accurate load forecasting is still scarce in the literature ...
Abdul Rahman, H., Abdullah, H., Abdullah, M. P., Hassan, M. Y., Hussin, F., Mat Daut, M. A.   +5 more
core   +1 more source

A Weekend Load Forecasting Model Based on Semi-Parametric Regression Analysis Considering Weather and Load Interaction

Energies, 2019
Compared to the load characteristics of normal working days, weekend load characteristics have a low level of load and are sensitive to meteorological conditions, which influences the accuracy of short-term weekend-load forecasting. To solve this problem
Bin Li, Mingzhen Lu, Yiyi Zhang, Jia Huang   +3 more
doaj   +1 more source

A Study on Load Forecasting of Distribution Line Based on Ensemble Learning for Mid- to Long-Term Distribution Planning

Energies, 2022
The complexity and uncertainty of the distribution system are increasing as the connection of distributed power sources using solar or wind energy is rapidly increasing, and digital loads are expanding. As these complexity and uncertainty keep increasing
Jintae Cho, Yeunggul Yoon, Yongju Son, Hongjoo Kim, Hosung Ryu, Gilsoo Jang   +5 more
doaj   +1 more source

A novel forward operator-based Bayesian recurrent neural network-based short-term net load demand forecasting considering demand-side renewable energy

Frontiers in Energy Research, 2022
Currently, traditional electricity consumers are now shifting to a new role of prosumers since more integration of renewable energy to demand side. Accurate short-term load demand forecasting is significant to safe, stable, and reliable operation of a ...
Jiying Wen, Zhongye Xian, Kai Chen, Wei Luo   +3 more
doaj   +1 more source

Load Forecast Process

, 2023
AbstractThe previous chapters have discussed all of the aspects of developing and testing a short term load forecast.
Stephen Haben, Marcus Voss, William Holderbaum   +2 more
openaire   +1 more source