Spatio-temporal modelling of solar photovoltaic adoption: An integrated neural networks and agent-based modelling approach

Spatial analysis of distribution grid capacity and costs to enable massive deployment of PV, electric mobility and electric heating

(2021) Ruchi Gupta et al.   APPLIED ENERGY

Spatial projections of solar PV installations at subnational level: Accuracy testing of regression models

(2020) Jonas Müller et al.   APPLIED ENERGY

Energy transition at local level: Analyzing the role of peer effects and socio-economic factors on UK solar photovoltaic deployment

(2020) Nazmiye Balta-Ozkan et al.   ENERGY POLICY

Energy price prediction using data-driven models: A decade review

(2020) Hongfang Lu et al.   Computer Science Review

Orchestrating incentive designs to reduce adverse system-level effects of large-scale EV/PV adoption – The case of Portugal

(2019) Fabian Heymann et al.   APPLIED ENERGY

Receding horizon optimization-based approaches to managing supply voltages and power flows in a distribution grid with battery storage co-located with solar PV

(2018) Elizabeth L. Ratnam et al.   APPLIED ENERGY

Prediction of short-term PV power output and uncertainty analysis

(2018) Luyao Liu et al.   APPLIED ENERGY

The diffusion of domestic energy efficiency policies: A spatial perspective

(2018) Craig Morton et al.   ENERGY POLICY

Spatio-Temporal Analysis and Forecasting of Distributed PV Systems Diffusion: A Case Study of Shanghai Using a Data-Driven Approach

(2017) Teng Zhao et al.   IEEE Access

A review of Agent-Based Modelling of technology diffusion with special reference to residential energy efficiency

(2017) Magnus Moglia et al.   Sustainable Cities and Society

Development of an agent-based model for regional market penetration projections of electric vehicles in the United States

(2016) Mehdi Noori et al.   ENERGY

How agent heterogeneity, model structure and input data determine the performance of an empirical ABM – A real-world case study on residential mobility

(2016) Carsten M. Buchmann et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Assessment framework for EV and PV synergies in emerging distribution systems

(2016) Aymen Chaouachi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Energy and complexity: New ways forward

(2015) Catherine S.E. Bale et al.   APPLIED ENERGY

Determinants of spatio-temporal patterns of energy technology adoption: An agent-based modeling approach

(2015) Scott A. Robinson et al.   APPLIED ENERGY

Spatially uneven development and low carbon transitions: Insights from urban and regional planning

(2015) Nazmiye Balta-Ozkan et al.   ENERGY POLICY

Agent-based modeling of energy technology adoption: Empirical integration of social, behavioral, economic, and environmental factors

(2015) Varun Rai et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A framework for classification of non-linear loads in smart grids using Artificial Neural Networks and Multi-Agent Systems

(2015) Filipe de O. Saraiva et al.   NEUROCOMPUTING

A review on electric vehicles interacting with renewable energy in smart grid

(2015) Liansheng Liu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A review on artificial intelligence based load demand forecasting techniques for smart grid and buildings

(2015) Muhammad Qamar Raza et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Modeling photovoltaic diffusion: an analysis of geospatial datasets

(2014) Carolyn Davidson et al.   Environmental Research Letters

The UK solar energy resource and the impact of climate change

(2014) Dougal Burnett et al.   RENEWABLE ENERGY

Quantifying uncertainties of neural network-based electricity price forecasts

(2013) Abbas Khosravi et al.   APPLIED ENERGY

Harnessing social networks for promoting adoption of energy technologies in the domestic sector

(2013) Catherine S.E. Bale et al.   ENERGY POLICY

The impact of attribute preferences on adoption timing: The case of photo-voltaic (PV) solar cells for household electricity generation

(2013) Towhidul Islam et al.   ENERGY POLICY

Neural network modeling of SBS modified bitumen produced with different methods

(2013) Baha Vural Kök et al.   FUEL

Review of hybrid, plug-in hybrid, and electric vehicle market modeling Studies

(2013) Baha M. Al-Alawi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Prediction of photovoltaic and solar water heater diffusion and evaluation of promotion policies on the basis of consumers’ choices

(2012) Yohei Yamaguchi et al.   APPLIED ENERGY

Intelligent demand side energy management system for autonomous polygeneration microgrids

(2012) George Kyriakarakos et al.   APPLIED ENERGY

The structure of uncertainty in future low carbon pathways

(2012) Nick Hughes et al.   ENERGY POLICY

Modelling generation and infrastructure requirements for transition pathways

(2012) M. Barnacle et al.   ENERGY POLICY

The feed-in tariff in the UK: A case study focus on domestic photovoltaic systems

(2012) R. Cherrington et al.   RENEWABLE ENERGY

Simulating the household plug-in hybrid electric vehicle distribution and its electric distribution network impacts

(2012) Xiaohui Cui et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT

An agent-based model to study market penetration of plug-in hybrid electric vehicles

(2011) Margaret J. Eppstein et al.   ENERGY POLICY

Estimating spatial interdependence in automobile type choice with survey data

(2010) Michael K. Adjemian et al.   TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE

Grid of the future

(2009) Ali Ipakchi et al.   IEEE Power & Energy Magazine

The economy needs agent-based modelling

(2009) J. Doyne Farmer et al.   NATURE