[HTML][HTML] Promoting novelty, rigor, and style in energy social science: Towards codes of practice for appropriate methods and research design

BK Sovacool, J Axsen, S Sorrell - Energy research & social science, 2018 - Elsevier
A series of weaknesses in creativity, research design, and quality of writing continue to
handicap energy social science. Many studies ask uninteresting research questions, make …

Machine learning in energy economics and finance: A review

H Ghoddusi, GG Creamer, N Rafizadeh - Energy Economics, 2019 - Elsevier
Abstract Machine learning (ML) is generating new opportunities for innovative research in
energy economics and finance. We critically review the burgeoning literature dedicated to …

[HTML][HTML] Electricity price forecasting: A review of the state-of-the-art with a look into the future

R Weron - International journal of forecasting, 2014 - Elsevier
A variety of methods and ideas have been tried for electricity price forecasting (EPF) over the
last 15 years, with varying degrees of success. This review article aims to explain the …

A third wave in the economics of climate change

JD Farmer, C Hepburn, P Mealy… - … and Resource Economics, 2015 - Springer
Modelling the economics of climate change is daunting. Many existing methodologies from
social and physical sciences need to be deployed, and new modelling techniques and ideas …

A review of socio-technical energy transition (STET) models

FGN Li, E Trutnevyte, N Strachan - Technological Forecasting and Social …, 2015 - Elsevier
Many existing technical feasibility and modelling studies in the energy field are criticised for
their limited treatment of societal actors and socio-political dynamics, poor representation of …

Trading on local energy markets: A comparison of market designs and bidding strategies

E Mengelkamp, P Staudt, J Garttner… - … conference on the …, 2017 - ieeexplore.ieee.org
Increasing renewable energy sources and innovative information and communication
systems open up new challenges and opportunities to integrate distributed generation into …

Introduction to energy systems modelling

A Herbst, F Toro, F Reitze, E Jochem - Swiss journal of economics and …, 2012 - Springer
The energy demand and supply projections of the Swiss government funded by the Swiss
Federal Office of Energy and carried out by a consortium of institutes and consulting …

Introductory tutorial: Agent-based modeling and simulation

C Macal, M North - … of the winter simulation conference 2014, 2014 - ieeexplore.ieee.org
Agent-based simulation (ABS) is an approach to modeling systems comprised of individual,
autonomous, interacting “agents.” Agent-based modeling offers ways to more easily model …

Survey of multi-agent systems for microgrid control

A Kantamneni, LE Brown, G Parker… - … applications of artificial …, 2015 - Elsevier
Multi-agent systems (MAS) consist of multiple intelligent agents that interact to solve
problems that may be beyond the capabilities of a single agent or system. For many years …

Agent-based modelling and simulation of smart electricity grids and markets–a literature review

P Ringler, D Keles, W Fichtner - Renewable and Sustainable Energy …, 2016 - Elsevier
The realisation of the smart grids and markets vision constitutes a substantial transition of
electricity systems affecting multiple stakeholders and creating various technical, social …