Research on load forecasting model on power sensor net

The business process of load forecasting algorithm for distribution network planning is studied in depth, and the work steps of load forecasting in different places are discussed according to different planning objectives. Then, based on power sensor net, we systematically describes various power de...

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Published in2020 16th International Conference on Mobility, Sensing and Networking (MSN) pp. 718 - 722
Main Authors Huang, Kai, Zhang, Jing, An, Jiakun, Han, Jinglin, Lei, Yunjie
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.12.2020
Subjects
Active distribution networks
Biological system modeling
Distribution networks
Load forecasting
Load modeling
Planning
Power network planning
power sensor net
Predictive models
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Summary:The business process of load forecasting algorithm for distribution network planning is studied in depth, and the work steps of load forecasting in different places are discussed according to different planning objectives. Then, based on power sensor net, we systematically describes various power demand forecasting models and related theories, as well as their respective application scenarios. Finally, on the basis of theoretical research, relevant experiments are carried out, and the economic benefits of load forecasting are analyzed and discussed by using reliability evaluation method.
DOI:10.1109/MSN50589.2020.00122