Concepedia

Generation of sub-item load profiles for public buildings based on the conditional generative adversarial network and moving average method

Yuhang Zhang, Xiangtian Deng, Yi Zhang, Yi Zhang

Energy and Buildings · 2022 · 40 citations · 37 references

Concepts

ComputingCivil EngineeringComputer ScienceMachine LearningBuilding AutomationBuilding Automation SystemsBuilding Energy ModelingGenerative ModelingLoad ForecastingBuilding Load DisaggregationBuilding Load ModelingConditional Generative ModelsDemand Forecasting For BuildingsGenerative Adversarial Networks

References

37

Convolutional Neural Networks for Sentence Classification

Yoon Kim · 2014 · 13.8K citations · Full text

Computing, Computer Science, Computational Linguistics +16

Conditional Generative Adversarial Nets

Mehdi Mirza, Simon Osindero · arXiv (Cornell University) · 2014 · 8.9K citations · Full text

Computing, Computer Science, Computer Vision +13

Generative Adversarial Networks: An Overview

Antonia Creswell, Tom White, Vincent Dumoulin et al. · IEEE Signal Processing Magazine · 2018 · 4.4K citations · Full text

Computing, Computer Science, Computer Vision +11

The Exponentially Weighted Moving Average

J. Stuart Hunter · Journal of Quality Technology · 1986 · 1.1K citations

Engineering, Industrial Engineering, Manufacturing Engineering +14

Big data driven smart energy management: From big data to big insights

Kaile Zhou, Chao Fu, Shanlin Yang · Renewable and Sustainable Energy Reviews · 2015 · 828 citations

Computing, Data Science, Big Data Analytics +16