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References from Development of a Soft Actor Critic deep reinforcement learning approach for harnessing energy flexibility in a Large Office building. Local targets link to admitted publications; unresolved targets remain external evidence.
Review of energy system flexibility measures to enable high levels of variable renewable electricity
10.1016/j.rser.2015.01.057 · 2015 · External reference
The future of low-carbon electricity
2017 · External reference
Impacts of large amounts of wind power on design and operation of power systems, results of IEA collaboration
10.1002/we.410 · 2009 · External reference
Flexibility products and markets: Literature review
10.1016/j.epsr.2017.09.005 · 2018 · External reference
Unresolved reference
2014 · External reference
Unresolved reference
2012 · External reference
Load shifting using the heating and cooling system of an office building: Quantitative potential evaluation for different flexibility and storage options
10.1016/j.apenergy.2017.06.073 · 2017 · External reference
Unresolved reference
2011 · External reference
Potential of structural thermal mass for demand-side management in dwellings
10.1016/j.buildenv.2013.03.010 · 2013 · External reference
Demand side flexibility coordination in office buildings: A framework and case study application
10.1016/j.scs.2016.12.008 · 2017 · External reference
10.1109/allerton.2012.6483455
10.1109/allerton.2012.6483455 · External reference
A survey on demand response in smart grids: Mathematical models and approaches
10.1109/tii.2015.2414719 · 2015 · External reference
IEA EBC annex 67 energy flexible buildings
10.1016/j.enbuild.2017.08.044 · 2017 · External reference
Data-driven predictive control for unlocking building energy flexibility: A review
2020 · External reference
Reinforcement learning for building controls: The problem, opportunities and challenges
2020 · External reference
Reinforcement learning for demand response: A review of algorithms and modeling techniques
10.1016/j.apenergy.2018.11.002 · 2019 · External reference
A review of reinforcement learning for autonomous building energy management
10.1016/j.compeleceng.2019.07.019 · 2019 · External reference
Unresolved reference
2014 · External reference
10.1016/j.egyai.2020.100020 · 2020 · Admitted local publication
Experimental analysis of data-driven control for a building heating system
10.1016/j.segan.2016.02.002 · 2016 · External reference
Unresolved reference
2018 · External reference
10.1145/3061639.3062224
10.1145/3061639.3062224 · External reference
Unresolved reference
2013 · External reference
Mastering the game of go without human knowledge
10.1038/nature24270 · 2017 · External reference
Deep reinforcement learning to optimise indoor temperature control and heating energy consumption in buildings
10.1016/j.enbuild.2020.110225 · 2020 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
A centralised soft actor critic deep reinforcement learning approach to district demand side management through citylearn
2020 · External reference
Unresolved reference
External reference
10.1145/3427773.3427870
10.1145/3427773.3427870 · External reference
Fusing tensorflow with building energy simulation for intelligent energy management in smart cities
10.1016/j.scs.2018.11.021 · 2019 · External reference
On information and sufficiency
10.1214/aoms/1177729694 · 1951 · External reference
Towards real-time reinforcement learning control of a wave energy converter
10.3390/jmse8110845 · 2020 · External reference
Unresolved reference
External reference
Unresolved reference
2011 · External reference
Unresolved reference
External reference
Unresolved reference
2020 · External reference
Model predictive climate control of a swiss office building: Implementation, results, and cost-benefit analysis
10.1109/tcst.2015.2415411 · 2016 · External reference
Unresolved reference
2018 · External reference
Whole building energy model for HVAC optimal control: A practical framework based on deep reinforcement learning
10.1016/j.enbuild.2019.07.029 · 2019 · External reference
10.1109/irep.2013.6629419
10.1109/irep.2013.6629419 · External reference
