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References

Citation keys and the sections where they are cited. Full bibliography is in the thesis PDF.

@acar2016energy

Cited in: Energy Forecasting Methodologies

@agora2024energiewende

Cited in: Energy Forecasting Methodologies

@akay2007grey

Cited in: Energy Forecasting Methodologies

@amos2018energy

Cited in: Research Questions and Hypotheses

@antonopoulos2020energy

Cited in: Explainable AI in Energy Systems

@atalay2017renewable

Cited in: Research Gaps and Dissertation Positioning

@bahdanau2014neural

Cited in: Energy Forecasting Methodologies

@banbura2010large

Cited in: Energy Forecasting Methodologies

@bass1969new

Cited in: Problem Statement

@baumstark2021energy

Cited in: Energy Forecasting Methodologies

@bental2002robust

Cited in: Energy Forecasting Methodologies

@bergmeir2012use

Cited in: Significance and Contributions

@bertsimas1997introduction

Cited in: Problem Statement

@bloombergnef2023investment

Cited in: Background and Motivation

@bloombergnef2024investment

Cited in: Energy Forecasting Methodologies, Closing Reflection

@bojer2021xgboost

Cited in: Energy Forecasting Methodologies

@breiman2001random

Cited in: Energy Forecasting Methodologies

@brutschin2021feasibility

Cited in: Research Gaps and Dissertation Positioning

@cao2021reinforcement

Cited in: Significance and Contributions

@celikbilek2017local

Cited in: Background and Motivation

@chen2016xgboost

Cited in: Energy Forecasting Methodologies

@chen2018mlflow

Cited in: Energy Forecasting Methodologies

@cho2014learning

Cited in: Energy Forecasting Methodologies

@chung2014empirical

Cited in: Energy Forecasting Methodologies

@climatewatch2024emissions

Cited in: Closing Reflection

@climatewatch2024emissions,

Cited in: Background and Motivation

@deb2001multiobjective

Cited in: Multi-Agent Reinforcement Learning Framework

@dwork2006calibrating

Cited in: Multi-Agent Reinforcement Learning Framework

@emra2022smart

Cited in: Energy Forecasting Methodologies

@epdk2024licensing

Cited in: Background and Motivation

@epias2024flexibility

Cited in: Background and Motivation, Scope and Limitations

@epias2024market

Cited in: Closing Reflection

@eucommission2023electricity

Cited in: Performance testing and validation of integrated systems

@eurostat2022energy

Cited in: Background and Motivation

@evans2016deepmind

Cited in: Research Gaps and Literature Limitations

@friedman2001greedy

Cited in: Energy Forecasting Methodologies

@geels2004understanding

Cited in: Research Gaps and Dissertation Positioning

@geels2007typology

Cited in: Research Gaps and Dissertation Positioning

@guidolin2010cross

Cited in: Research Gaps and Dissertation Positioning

@hastie2009elements

Cited in: Energy Forecasting Methodologies

@hewamalage2021

Cited in: Energy Forecasting Methodologies

@hochreiter1997long

Cited in: Energy Forecasting Methodologies

@holland1992adaptation

Cited in: Multi-Agent Reinforcement Learning Framework

@howells2011osemosys

Cited in: Energy Forecasting Methodologies

@huppmann2019integrated

Cited in: Energy Forecasting Methodologies

@hydrogen2020european

Cited in: Hydrogen Economy and Sectoral Integration

@hyndman2008forecasting

Cited in: Energy Forecasting Methodologies

@hyndman2021forecasting

Cited in: Problem Statement, Energy Forecasting Methodologies

@iea2022outlook

Cited in: Closing Reflection

@iea2023demandresponse

Cited in: Scope and Limitations

@iea2023efficiency

Cited in: Scope and Limitations

@ipcc2023ar6,

Cited in: Background and Motivation

@irena2021world,

Cited in: Energy Forecasting Methodologies

@irena2023renewable

Cited in: Background and Motivation

@irena2024statistics

Cited in: Hydrogen Economy and Sectoral Integration

@irena2024v2g

Cited in: Closing Reflection

@irena2024v2g,

Cited in: Scope and Limitations

@karniadakis2021physics

Cited in: Energy Forecasting Methodologies

@ke2017lightgbm

Cited in: Energy Forecasting Methodologies

@keles2012renewable

Cited in: Research Gaps and Dissertation Positioning

@krishnapriyan2021learning

Cited in: Energy Forecasting Methodologies

@kunneke2008institutional

Cited in: Research Gaps and Dissertation Positioning

@lago2018forecasting

Cited in: Research Gaps and Dissertation Positioning

@lee2020microgrid,

Cited in: Research Gaps and Dissertation Positioning

@lenton2019tipping

Cited in: Background and Motivation

@loulou2016documentation

Cited in: Energy Forecasting Methodologies

@lundberg2017unified

Cited in: Explainable AI in Energy Systems

@mahajan1985models

Cited in: Research Gaps and Dissertation Positioning

@makridakis2018m4

Cited in: Energy Forecasting Methodologies

@markowitz1952portfolio

Cited in: Research Questions and Hypotheses

@massiani2015choice

Cited in: Research Gaps and Dissertation Positioning

@menr2019strategic,

Cited in: Background and Motivation

@menr2024strategic

Cited in: Background and Motivation, Problem Statement

@menr2024strategic,

Cited in: Background and Motivation

@mgm2024meteorological

Cited in: Closing Reflection

@michalakelis2008diffusion

Cited in: Research Gaps and Dissertation Positioning

@nep2022plan

Cited in: Energy Forecasting Methodologies

@newbery2016electricity

Cited in: Research Gaps and Dissertation Positioning

@norton1987diffusion

Cited in: Research Gaps and Dissertation Positioning

@nrel2023atb

Cited in: Closing Reflection

@oliveira2018forecasting

Cited in: Energy Forecasting Methodologies

@pascanu2013difficulty

Cited in: Energy Forecasting Methodologies

@pearl2023causality

Cited in: Explainable AI in Energy Systems

@powell2007approximate

Cited in: Energy Forecasting Methodologies

@prina2020integration

Cited in: abstract, Background and Motivation, Problem Statement

@prina2020integration,

Cited in: Significance and Contributions

@raissi2019physics

Cited in: Significance and Contributions

@raissi2019physics,

Cited in: Research Questions and Hypotheses

@ribeiro2016why

Cited in: Explainable AI in Energy Systems

@ribeiro2020prophet

Cited in: Energy Forecasting Methodologies

@ringkjob2018energy

Cited in: Background and Motivation, Problem Statement

@rogers1962diffusion

Cited in: Significance and Contributions

@sezer2020deep

Cited in: Background and Motivation

@sovacool2016energy

Cited in: Research Gaps and Dissertation Positioning

@stern2007economics,

Cited in: Problem Statement

@storn1997differential

Cited in: Multi-Agent Reinforcement Learning Framework

@taylor2010triple

Cited in: Energy Forecasting Methodologies

@tcmb2024exchange

Cited in: Background and Motivation

@triebe2019neural

Cited in: Energy Forecasting Methodologies

@tureb2024wind

Cited in: Closing Reflection

@unep2023emissions

Cited in: Background and Motivation

@unfccc2023ndc

Cited in: Background and Motivation

@vapnik1995nature

Cited in: Energy Forecasting Methodologies

@vaswani2017attention

Cited in: Energy Forecasting Methodologies

@verbong2007ongoing

Cited in: Research Gaps and Dissertation Positioning

@wehenkel2019unconstrained

Cited in: Energy Forecasting Methodologies

@worldbank2024gdp

Cited in: Background and Motivation, Closing Reflection

@worldnuclearnews2023akkuyu

Cited in: Energy Forecasting Methodologies

@wright2005primal

Cited in: Energy Forecasting Methodologies

@wu2020energy

Cited in: Explainable AI in Energy Systems

@ziel2018day

Cited in: Energy Forecasting Methodologies