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References from A Conditional Generative adversarial Network for energy use in multiple buildings using scarce data. Local targets link to admitted publications; unresolved targets remain external evidence.
4 - Load management in buildings
10.1016/b978-0-12-811553-4.00004-4 · 2019 · External reference
Data-driven strategic planning of building energy retrofitting: the case of stockholm
10.1016/j.jclepro.2019.05.373 · 2019 · External reference
Data driven parallel prediction of building energy consumption using generative adversarial nets
10.1016/j.enbuild.2019.01.034 · 2019 · External reference
State-of-the-art on research and applications of machine learning in the building life cycle
10.1016/j.enbuild.2020.109831 · 2020 · External reference
Smart meter market report
2019 · External reference
Generating realistic building electrical load profiles through the generative adversarial network (GAN)
10.1016/j.enbuild.2020.110299 · 2020 · External reference
Energy big data analytics and security: challenges and opportunities
10.1109/tsg.2016.2563461 · 2016 · External reference
Syncity: using open data to create a synthetic city of hourly building energy estimates by integrating data-driven and physics-based methods
10.1016/j.apenergy.2020.115981 · 2020 · External reference
GAN-based model for residential load generation considering typical consumption patterns
2019 · External reference
Residential load data generation
10.1007/978-981-15-2624-4_5 · 2020 · External reference
Generative adversarial nets
2014 · External reference
Unresolved reference
External reference
Musegan: multi-track sequential generative adversarial networks for symbolic music generation and accompaniment
10.1609/aaai.v32i1.11312 · 2018 · External reference
End-to-end chinese landscape painting creation using generative adversarial networks
2021 · External reference
Generative adversarial learning based commercial building electricity time series prediction
2019 · External reference
Conditional tabular GAN-based two-stage data generation scheme for short-term load forecasting
10.1109/access.2020.3037063 · 2020 · External reference
Generating energy data for machine learning with recurrent generative adversarial networks
10.3390/en13010130 · 2020 · External reference
Generative adversarial network for synthetic time series data generation in smart grids
2018 · External reference
Augmenting building performance predictions during design using generative adversarial networks and immersive virtual environments
10.1016/j.autcon.2020.103350 · 2020 · External reference
A data-driven approach for generating synthetic load patterns and usage habits
10.1109/tsg.2020.3007984 · 2020 · External reference
Model-free renewable scenario generation using generative adversarial networks
10.1109/tpwrs.2018.2794541 · 2018 · External reference
Unresolved reference
External reference
Time-series generative adversarial networks
2019 · External reference
Unresolved reference
External reference
Unresolved reference
2016 · External reference
Unresolved reference
2011 · External reference
The building data genome project: an open, public data set from non-residential building electrical meters
10.1016/j.egypro.2017.07.400 · 2017 · External reference
Principal-components analysis and exploratory and confirmatory factor analysis
1995 · External reference
Unresolved reference
2018 · External reference
Stl: a seasonal-trend decomposition procedure based on loess (with discussion)
1990 · External reference
Methods for analyzing electric load shape and its variability
2010 · External reference
