Concepedia

A novel non-intrusive load monitoring method based on ResNet-seq2seq networks for energy disaggregation of distributed energy resources integrated with residential houses

Yuanshi Zhang, Wenyan Qian, Yujian Ye, Yang Li, Yi Tang, Yu Long, Meimei Duan

Applied Energy · 2023 · 84 citations · 27 references

Concepts

EngineeringComputer SystemsEnergy ManagementEnergy SystemsRenewable Energy SystemsBuilding AutomationBuilding Energy SystemsDistributed Energy ResourcesSensor NetworksSmart Grid SystemsSmart GridsDisaggregationDistributed Energy Resources IntegrationDistributed Energy SystemsEnergy Consumption MonitoringLoad MonitoringNon-intrusive Load MonitoringSmart Energy SystemsSmart Grid Technologies

References

27

Recent advances in convolutional neural networks

Jiuxiang Gu, Zhenhua Wang, Jason Kuen et al. · Pattern Recognition · 2017 · 6.3K citations

Computing, Computer Science, Computer Vision +10

A survey of deep neural network architectures and their applications

Weibo Liu, Zidong Wang, Xiaohui Liu et al. · Neurocomputing · 2016 · 3.3K citations

Computing, Computer Engineering, Computer Science +12

Nonintrusive appliance load monitoring

George Hart · Proceedings of the IEEE · 1992 · 3.1K citations

Engineering, Electrical Engineering, Energy Management +16

Challenges and solution technologies for the integration of variable renewable energy sources—a review

Simon R. Sinsel, Rhea L. Riemke, Volker H. Hoffmann · Renewable Energy · 2019 · 923 citations · Full text

Agriculture, Environmental Engineering, Energy Systems +13

Emerging Power Quality Challenges Due to Integration of Renewable Energy Sources

Xiaodong Liang · IEEE Transactions on Industry Applications · 2016 · 920 citations

Agriculture, Electrical Engineering, Power Electronics +16