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

The theory of planned behavior

Ajzen, I. (1991) · Organizational Behavior and Human Decision Processes · doi:10.1016/0749-5978(91)90020-t · Cited by 90,587 · see citing works

Collective dynamics of ‘small-world’ networks

Watts, D. J., & Strogatz, S. H. (1998) · Nature · doi:10.1038/30918 · Cited by 43,060 · see citing works

Birds of a Feather: Homophily in Social Networks

McPherson, M., Smith-Lovin, L., & Cook, J. M. (2001) · Annual Review of Sociology · doi:10.1146/annurev.soc.27.1.415 · Cited by 18,567 · see citing works

Community structure in social and biological networks

Girvan, M., & Newman, M. E. J. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.122653799 · Cited by 15,502 · see citing works

Efficacy of the Theory of Planned Behaviour: A meta‐analytic review

Armitage, C. J., & Conner, M. (2001) · British Journal of Social Psychology · doi:10.1348/014466601164939 · Cited by 9,970 · see citing works

Perceived Behavioral Control, Self‐Efficacy, Locus of Control, and the Theory of Planned Behavior ¹

Ajzen, I. (2002) · Journal of Applied Social Psychology · doi:10.1111/j.1559-1816.2002.tb00236.x · Cited by 7,629 · see citing works

The small-world problem

Milgram, S. (1967) · PsycEXTRA Dataset · doi:10.1037/e400002009-005 · Cited by 5,528 · see citing works

Geostatistics for Natural Resources Evaluation

Goovaerts, P. (1997) · doi:10.1093/oso/9780195115383.001.0001 · Cited by 4,515 · see citing works

Geostatistics for Natural Resources Evaluation

Coburn, T. C., & Goovaerts, P. (2000) · Technometrics · doi:10.2307/1270969 · Cited by 4,123 · see citing works

Statistical physics of social dynamics

Castellano, C., Fortunato, S., & Loreto, V. (2009) · Reviews of Modern Physics · doi:10.1103/revmodphys.81.591 · Cited by 4,119 · see citing works

The chameleon effect: the perception–behavior link and social interaction

Chartrand, T. L., & Bargh, J. A. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.76.6.893 · Cited by 3,674 · see citing works

Conjoint Analysis in Consumer Research: Issues and Outlook

Green, P. E., & Srinivasan, V. (1978) · Journal of Consumer Research · doi:10.1086/208721 · Cited by 3,216 · see citing works

Estimating Discrete-Choice Models of Product Differentiation

Berry, S. (1994) · The RAND Journal of Economics · doi:10.2307/2555829 · Cited by 2,835 · see citing works

The ODD protocol: A review and first update

Grimm, V., Berger, U., Deangelis, D. L., Polhill, G. J., Giske, J., & Railsback, S. F. (2010) · Ecological Modelling · doi:10.1016/j.ecolmodel.2010.08.019 · Cited by 2,471 · see citing works

Social Ties and Word-of-Mouth Referral Behavior

Brown, J. J., & Reingen, P. H. (1987) · Journal of Consumer Research · doi:10.1086/209118 · Cited by 2,388 · see citing works

Opinion Dynamics and Bounded Confidence Models, Analysis and Simulation

Hegselmann, R., & Krause, U. (2002) · RePEc: Research Papers in Economics · Cited by 2,366 · see citing works

Pattern-Oriented Modeling of Agent-Based Complex Systems: Lessons from Ecology

Grimm, V., Revilla, E., Berger, U., Jeltsch, F., Mooij, W., Railsback, S., Thulke, H., Weiner, J., Wiegand, T., & DeAngelis, D. (2005) · Science · doi:10.1126/science.1116681 · Cited by 2,314 · see citing works

A Comparison of the Theory of Planned Behavior and the Theory of Reasoned Action

Madden, T. J., Ellen, P. S., & Ajzen, I. (1992) · Personality and Social Psychology Bulletin · doi:10.1177/0146167292181001 · Cited by 2,198 · see citing works

Processes of Opinion Change

Kelman, H. C. (1961) · Public Opinion Quarterly · doi:10.1086/266996 · Cited by 2,181 · see citing works

Mixing beliefs among interacting agents

Deffuant, G., Neau, D., Amblard, F., & Weisbuch, G. (2000) · Advances in Complex Systems · doi:10.1142/s0219525900000078 · Cited by 2,165 · see citing works

Why Bounded Rationality

Conlisk, J. (1996) · RePEc: Research Papers in Economics · Cited by 1,513 · see citing works

Forming attitudes that predict future behavior: A meta-analysis of the attitude-behavior relation.

Glasman, L. R., & Albarracín, D. (2006) · Psychological Bulletin · doi:10.1037/0033-2909.132.5.778 · Cited by 1,459 · see citing works

Encyclopedia of Environmetrics

Brus, D. J., & Lark, R. M. (2006) · Wiley eBooks · doi:10.1002/9780470057339 · Cited by 1,242 · see citing works

Theory of reasoned action, theory of planned behavior, and the integrated behavioral model

Montaño, D. E., & Kasprzyk, D. (2008) · Cited by 1,219 · see citing works

Agent-Based and Individual-Based Modeling: A Practical Introduction

Railsback, S. F., & Grimm, V. (2011) · Cited by 1,203 · see citing works

Attitude Change: Persuasion and Social Influence

Wood, W. (2000) · Annual Review of Psychology · doi:10.1146/annurev.psych.51.1.539 · Cited by 1,059 · see citing works

Social network thresholds in the diffusion of innovations

Valente, T. W. (1996) · Social Networks · doi:10.1016/0378-8733(95)00256-1 · Cited by 1,055 · see citing works

Economic Choices

McFadden, D. L. (2001) · American Economic Review · doi:10.1257/aer.91.3.351 · Cited by 1,053 · see citing works

Peer effects in the diffusion of solar photovoltaic panels

Bollinger, B., & Gillingham, K. (2012) · Marketing Science · doi:10.1287/mksc.1120.0727 · Cited by 1,013 · see citing works

Green Buying: The Influence of Environmental Concern on Consumer Behavior

Mainieri, T., Barnett, E. G., Valdero, T. R., Unipan, J. B., & Oskamp, S. (1997) · The Journal of Social Psychology · doi:10.1080/00224549709595430 · Cited by 962 · see citing works

Why the Bass Model Fits without Decision Variables

Bass, F. M., Krishnan, T. V., & Jain, D. C. (1994) · Marketing Science · doi:10.1287/mksc.13.3.203 · Cited by 851 · see citing works

Agent-based land-use models: a review of applications

Matthews, R., Gilbert, N., Roach, A., Polhill, G. J., & Gotts, N. M. (2007) · Landscape Ecology · doi:10.1007/s10980-007-9135-1 · Cited by 835 · see citing works

Models of Decision Making and Residential Energy Use

Wilson, C., & Dowlatabadi, H. (2007) · Annual Review of Environment and Resources · doi:10.1146/annurev.energy.32.053006.141137 · Cited by 801 · see citing works

Social learning in a heterogeneous population: technology diffusion in the Indian green revolution

Munshi, K. (2004) · Journal of Development Economics · doi:10.1016/j.jdeveco.2003.03.003 · Cited by 798 · see citing works

Progress in solar PV technology: Research and achievement

Tyagi, V. V., Rahim, N. A. A., Rahim, N. A., et al. (2013) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2012.09.028 · Cited by 742 · see citing works

Continuous Opinion Dynamics under Bounded Confidence: A Survey

Lorenz, J. (2007) · International Journal of Modern Physics C · doi:10.1142/s0129183107011789 · Cited by 724 · see citing works

Agent-Based Modeling vs. Equation-Based Modeling: A Case Study and Users’ Guide

Parunak, H. V. D., Savit, R. S., & Riolo, R. (1998) · Lecture notes in computer science · doi:10.1007/10692956_2 · Cited by 649 · see citing works

Quantification error versus location error in comparison of categorical maps

Pontius, R. G. (2000) · Clark Digital Commons (Clark University) · Cited by 613 · see citing works

Managing Business Complexity: Discovering Strategic Solutions with Agent-Based Modeling and Simulation

NORTH, M. J., & Macal, C. M. (2007) · Cited by 610 · see citing works

Modeling human decisions in coupled human and natural systems: Review of agent-based models

Li, A. (2012) · Ecological Modelling · doi:10.1016/j.ecolmodel.2011.07.010 · Cited by 585 · see citing works

Spatial patterns of solar photovoltaic system adoption: The influence of neighbors and the built environment

Graziano, M., & Gillingham, K. T. (2014) · Journal of Economic Geography · doi:10.1093/jeg/lbu036 · Cited by 579 · see citing works

CONTINUOUS OPINION DYNAMICS UNDER BOUNDED CONFIDENCE: A SURVEYPreprint

Lorenz, J. (2012) · Cited by 563 · see citing works

Agent-based modeling in marketing: Guidelines for rigor

Rand, W. M., & Rust, R. T. (2011) · International Journal of Research in Marketing · doi:10.1016/j.ijresmar.2011.04.002 · Cited by 541 · see citing works

Social emergence societies as complex systems

Sawyer, R. K. (2005) · Cited by 535 · see citing works

Empirical Validation of Agent-Based Models: Alternatives and Prospects

Windrum, P., Fagiolo, G., & Moneta, A. (2007) · RePEc: Research Papers in Economics · Cited by 513 · see citing works

Spatial agent-based models for socio-ecological systems: Challenges and prospects

Filatova, T., Verburg, P. H., Parker, D. C., & Stannard, C. A. (2013) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2013.03.017 · Cited by 510 · see citing works

What psychology knows about energy conservation.

Stern, P. C. (1992) · American Psychologist · doi:10.1037/0003-066x.47.10.1224 · Cited by 486 · see citing works

How can extremism prevail? A study based on the relative agreement interaction model

Deffuant, G., Amblard, F., Weisbuch, G., & Faure, T. (2002) · Journal of Artificial Societies and Social Simulation · Cited by 480 · see citing works

Spread of (mis)information in social networks

Acemoglu, D., Ozdaglar, A., & ParandehGheibi, A. (2010) · Games and Economic Behavior · doi:10.1016/j.geb.2010.01.005 · Cited by 444 · see citing works

Social Emergence: Societies as Complex Systems

Whitmeyer, J. (2006) · Contemporary Sociology A Journal of Reviews · doi:10.1177/009430610603500653 · Cited by 412 · see citing works

QUANTIFICATION ERROR VERSUS LOCATION ERROR IN COMPARISON OF CATEGORICAL MAPS

Pontius (2000) · Photogrammetric Engineering & Remote Sensing · Cited by 394 · see citing works

The Map Comparison Kit

Visser, H., & de Nijs, T. (2005) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2004.11.013 · Cited by 373 · see citing works

Measuring Social Networks' Effects on Agricultural Technology Adoption

Maertens, A., & Barrett, C. B. (2013) · American Journal of Agricultural Economics · doi:10.1093/ajae/aas049 · Cited by 370 · see citing works

Patterns of Influence in a Recommendation Network

Leskovec, J., Singh, A. P., & Kleinberg, J. M. (2006) · Lecture notes in computer science · doi:10.1007/11731139_44 · Cited by 313 · see citing works

Agent-based modeling of the diffusion of environmental innovations — An empirical approach

Schwarz, N., & Ernst, A. M. (2008) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2008.03.024 · Cited by 297 · see citing works

Ambivalence and Persuasion: The Processing of Messages about Immigrant Groups

Maio, G. R., Bell, D. W., & Esses, V. M. (1996) · Journal of Experimental Social Psychology · doi:10.1006/jesp.1996.0023 · Cited by 285 · see citing works

A Critical Guide to Empirical Validation of Agent-Based Models in Economics: Methodologies, Procedures, and Open Problems

Fagiolo, G., Moneta, A., & Windrum, P. (2007) · Computational Economics · doi:10.1007/s10614-007-9104-4 · Cited by 266 · see citing works

Evolving market structure: An ACE model of price dispersion and loyalty

Kirman, A. P., & Vriend, N. J. (2001) · Journal of Economic Dynamics and Control · doi:10.1016/s0165-1889(00)00033-6 · Cited by 262 · see citing works

R ipley's K Function

Dixon, P. M. (2014) · Wiley StatsRef: Statistics Reference Online · doi:10.1002/9781118445112.stat07751 · Cited by 259 · see citing works

Multi-scale analysis of a household level agent-based model of landcover change

Evans, T. P., & Kelley, H. (2004) · Journal of Environmental Management · doi:10.1016/j.jenvman.2004.02.008 · Cited by 259 · see citing works

Solar Community Organizations and active peer effects in the adoption of residential PV

Noll, D., Dawes, C., & Rai, V. (2014) · Energy Policy · doi:10.1016/j.enpol.2013.12.050 · Cited by 250 · see citing works

The diffusion of clean technologies: a review with suggestions for future diffusion analysis

Kemp, R., & Volpi, M. (2007) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2007.10.019 · Cited by 244 · see citing works

Social influence and consumer preference formation for pro-environmental technology: The case of a U.K. workplace electric-vehicle study

Axsen, J., Orlebar, C. N., & Skippon, S. (2013) · Ecological Economics · doi:10.1016/j.ecolecon.2013.08.009 · Cited by 239 · see citing works

An Individual‐Based Model of Innovation Diffusion Mixing Social Value and Individual Benefit

Deffuant, G., Huet, S., & Amblard, F. (2005) · American Journal of Sociology · doi:10.1086/430220 · Cited by 220 · see citing works

Agent-based control for networked traffic management systems

Wang, F. (2005) · IEEE Intelligent Systems · doi:10.1109/mis.2005.80 · Cited by 220 · see citing works

Empirical characterisation of agent behaviours in socio-ecological systems

Smajgl, A., Brown, D. G., Valbuena, D., & Huigen, M. G. A. (2011) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2011.02.011 · Cited by 218 · see citing works

Short-Range Ensemble Forecasting of Quantitative Precipitation

Du, J., Mullen, S., & Sanders, F. (1997) · Monthly Weather Review · doi:10.1175/1520-0493(1997)125 · Cited by 216 · see citing works

Agent-based model simulations of future changes in migration flows for Burkina Faso

Kniveton, D. R., Smith, C. D., & Wood, S. (2011) · Global Environmental Change · doi:10.1016/j.gloenvcha.2011.09.006 · Cited by 215 · see citing works

Agent-based simulation of consumer purchase decision-making and the decoy effect

Zhang, T., & Zhang, Z. (2007) · Journal of Business Research · doi:10.1016/j.jbusres.2007.02.006 · Cited by 215 · see citing works

Learning-by-Doing and the Optimal Solar Policy in California

van Benthem, A., Gillingham, K. T., & Sweeney, J. (2008) · The Energy Journal · doi:10.5547/issn0195-6574-ej-vol29-no3-7 · Cited by 208 · see citing works

Household level innovation diffusion model of photo-voltaic (PV) solar cells from stated preference data

Islam, T. (2013) · Energy Policy · doi:10.1016/j.enpol.2013.10.004 · Cited by 206 · see citing works

2008 Renewable Energy Data Book

National Renewable Energy Lab. (NREL), G., Beiter, P., Energy Analysis (EI-30) (Energy Analysis Corporate) USDOE Office of Energy Efficiency and Renewable Energy (EERE), et al. (2009) · doi:10.2172/1339347 · Cited by 206 · see citing works

Targeting and timing promotional activities: An agent-based model for the takeoff of new products

Delre, S. A., Jager, W., Bijmolt, T. H. A., et al. (2007) · Journal of Business Research · doi:10.1016/j.jbusres.2007.02.002 · Cited by 202 · see citing works

A new intensity‐scale approach for the verification of spatial precipitation forecasts

Casati, B., Ross, G., & Stephenson, D. B. (2004) · Meteorological Applications · doi:10.1017/s1350482704001239 · Cited by 198 · see citing works

Attitudinal Ambivalence and Message-Based Persuasion: Motivated Processing of Proattitudinal Information and Avoidance of Counterattitudinal Information

Clark, J. K., Wegener, D., & Fabrigar, L. (2008) · Personality and Social Psychology Bulletin · doi:10.1177/0146167207312527 · Cited by 196 · see citing works

Effective information channels for reducing costs of environmentally- friendly technologies: evidence from residential PV markets

Rai, V., & Robinson, S. A. (2013) · Environmental Research Letters · doi:10.1088/1748-9326/8/1/014044 · Cited by 196 · see citing works

The Effects of Market Network Heterogeneity on Innovation Diffusion: An Agent‐Based Modeling Approach

Bohlmann, J. D., Calantone, R. J., & Zhao, M. (2010) · Journal of Product Innovation Management · doi:10.1111/j.1540-5885.2010.00748.x · Cited by 184 · see citing works

A percolation model of eco-innovation diffusion: The relationship between diffusion, learning economies and subsidies

Cantono, S., & Silverberg, G. (2008) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2008.04.010 · Cited by 182 · see citing works

Simulating the adoption of fuel cell vehicles

Schwoon, M. (2006) · Journal of Evolutionary Economics · doi:10.1007/s00191-006-0026-4 · Cited by 182 · see citing works

A structured overview of 50 years of small-world research

Schnettler, S. (2009) · Social Networks · doi:10.1016/j.socnet.2008.12.004 · Cited by 177 · see citing works

Diffusion of environmentally-friendly energy technologies: buy versus lease differences in residential PV markets

Rai, V., & Sigrin, B. (2013) · Environmental Research Letters · doi:10.1088/1748-9326/8/1/014022 · Cited by 166 · see citing works

Where have all the flowers gone? Forecasting green trends in the automobile industry with a choice-based conjoint adoption model

Eggers, F., Eggers, F., Eggers, F., et al. (2010) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2010.06.014 · Cited by 164 · see citing works

Towards an improved understanding of farmers' behaviour: The integrative agent-centred (IAC) framework

Feola, G., & Binder, C. R. (2010) · Ecological Economics · doi:10.1016/j.ecolecon.2010.07.023 · Cited by 141 · see citing works

The Impact of Information Diffusion on Bidding Behavior in Secret Reserve Price Auctions

Hinz, O. F., & Spann, M. (2008) · Information Systems Research · doi:10.1287/isre.1080.0190 · Cited by 138 · see citing works

Simulating the diffusion of organic farming practices in two New EU Member States

Kaufmann, P., Stagl, S., & Franks, D. W. (2009) · Ecological Economics · doi:10.1016/j.ecolecon.2009.04.001 · Cited by 137 · see citing works

Agent-based modeling of climate policy: An introduction to the ENGAGE multi-level model framework

Gerst, M. D., Wang, P., Roventini, A., et al. (2012) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2012.09.002 · Cited by 122 · see citing works

Emergence of segregation in evolving social networks

Henry, A. D., Prałat, P., & Zhang, C. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1014486108 · Cited by 120 · see citing works

Complexity, economics, and public policy

Durlauf, S. N. (2012) · Politics Philosophy & Economics · doi:10.1177/1470594x11434625 · Cited by 120 · see citing works

Nontechnical Barriers to Solar Energy Use: Review of Recent Literature

Margolis, R., & Zuboy, J. (2006) · doi:10.2172/893639 · Cited by 119 · see citing works

An ecological perspective on integrating personality and social psychology.

Baron, R. M., & Boudreau, L. A. (1987) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.53.6.1222 · Cited by 115 · see citing works

Advances in Knowledge Discovery and Data Mining

(2007) · Lecture notes in computer science · doi:10.1007/978-3-540-71701-0 · Cited by 114 · see citing works

Multi-Agent Systems and Agent-Based Simulation

Sichman, J. S., Gilbert, N., & Conte, R. (1998) · Lecture notes in computer science · doi:10.1007/b71639 · Cited by 103 · see citing works

Reducing Carbon-Based Energy Consumption through Changes in Household Behavior

Dietz, T. M., Stern, P. C., & Weber, E. U. (2013) · Daedalus · doi:10.1162/daed_a_00186 · Cited by 103 · see citing works

Adoption and diffusion of heating systems in Norway: Coupling agent-based modeling with empirical research

Sopha, B. M., Klöckner, C. A., & Hertwich, E. G. (2013) · Environmental Innovation and Societal Transitions · doi:10.1016/j.eist.2013.06.001 · Cited by 99 · see citing works

Evaluating the effects of land‐use development policies on ex‐urban forest cover: An integrated agent‐based GIS approach

Robinson, D. T., & Brown, D. G. (2008) · International Journal of Geographical Information Systems · doi:10.1080/13658810802344101 · Cited by 91 · see citing works

Quantitative comparison of spatial fields for hydrological model assessment––some promising approaches

Wealands, S. R., Grayson, R. B., & Walker, J. P. (2004) · Advances in Water Resources · doi:10.1016/j.advwatres.2004.10.001 · Cited by 83 · see citing works

Bounded Rationality: The Adaptive Toolbox

Sciubba, E. (2003) · The Economic Journal · doi:10.1111/1468-0297.t01-7-00105 · Cited by 69 · see citing works

Solar Valuation and the Modern Utility's Expansion into Distributed Generation

Blackburn, G., Magee, C., & Rai, V. (2014) · The Electricity Journal · doi:10.1016/j.tej.2013.12.002 · Cited by 65 · see citing works

An agent-based simulation approach for the new product diffusion of a novel biomass fuel

Günther, M., Stummer, C., Wakolbinger, L. M., & Wildpaner, M. (2010) · Journal of the Operational Research Society · doi:10.1057/jors.2009.170 · Cited by 59 · see citing works

Hybrid simulation and optimization-based design and operation of integrated photovoltaic generation, storage units, and grid

Mazhari, E. M., Zhao, J., Çelik, N., Lee, S., Son, Y., & Head, L. (2010) · Simulation Modelling Practice and Theory · doi:10.1016/j.simpat.2010.08.005 · Cited by 58 · see citing works

Agent-behaviour and network influence on energy innovation diffusion

Tran, M. (2012) · Communications in Nonlinear Science and Numerical Simulation · doi:10.1016/j.cnsns.2012.01.016 · Cited by 58 · see citing works

An analysis of UK policies for domestic energy reduction using an agent based tool

Lee, T. J., Yao, R., & Coker, P. J. (2013) · Energy Policy · doi:10.1016/j.enpol.2013.11.004 · Cited by 52 · see citing works

Using Hybrid Agent-Based Systems to Model Spatially-Influenced Retail Markets

Heppenstall, A. J., Evans, A., & Birkin, M. H. (2006) · RePEc: Research Papers in Economics · Cited by 50 · see citing works

Decision-making and behavior change in residential adopters of solar PV

Rai, V., & McAndrews, K. L. (2012) · Cited by 50 · see citing works

Reexamining the Relative Agreement Model of Opinion Dynamics

Meadows, M. E., & Cliff, D. (2012) · Journal of Artificial Societies and Social Simulation · doi:10.18564/jasss.2083 · Cited by 48 · see citing works

Multi-agent simulation of adoption of alternative fuels

van Vliet, O. P. R., de Vries, B., Faaij, A. P. C., et al. (2010) · Transportation Research Part D Transport and Environment · doi:10.1016/j.trd.2010.03.006 · Cited by 47 · see citing works

Ising-like agent-based technology diffusion model: Adoption patterns vs. seeding strategies

Laciana, C. E., & Rovere, S. L. (2010) · Physica A Statistical Mechanics and its Applications · doi:10.1016/j.physa.2010.11.006 · Cited by 45 · see citing works

Diffusion of multi-generational high-technology products

Shi, X., Fernandes, K. J., & Chumnumpan, P. (2014) · Technovation · doi:10.1016/j.technovation.2013.11.008 · Cited by 44 · see citing works

The impact of competition, and economic globalization on the multinational diffusion of 3G mobile phones

Islam, T., & Meade, N. (2012) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2012.01.002 · Cited by 39 · see citing works

A micro-level simulation for the prediction of intention and behavior

Richetin, J., Sengupta, A., Perugini, M., Adjali, I., Hurling, R., Greetham, D. V., & Spence, M. (2009) · Cognitive Systems Research · doi:10.1016/j.cogsys.2009.08.001 · Cited by 39 · see citing works

Empirical Calibration of Simulation ModelsPreprint

Werker, C., & Brenner, T. (2004) · RePEc: Research Papers in Economics · Cited by 39 · see citing works

A stochastic cellular automata model of innovation diffusion

Bhargava, S., Kumar, A., & Mukherjee, A. (1993) · Technological Forecasting and Social Change · doi:10.1016/0040-1625(93)90008-u · Cited by 38 · see citing works

An adaptive agent-based modeling approach for analyzing the influence of transaction costs on emissions trading markets

Zhang, B., Zhang, Y., & Bi, J. (2010) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2010.10.011 · Cited by 36 · see citing works

An Agent-Based Simulation of Smart Metering Technology Adoption

Zhang, T., & Nuttall, W. J. (2012) · International Journal of Agent Technologies and Systems · doi:10.4018/jats.2012010102 · Cited by 34 · see citing works

GIS-Integrated Agent-Based Modeling of Residential Solar PV Diffusion

Rai, V., Robinson, S. A., Stringer, M., et al. (2013) · Industry Meets Government: Impact on Energy Use & Development,32nd USAEE/IAEE North American Conference,July 28-31, 2013 · Cited by 31 · see citing works

USING ASSOCIATIVE NETWORKS TO REPRESENT ADOPTERS' BELIEFS IN A MULTIAGENT MODEL OF INNOVATION DIFFUSION

Thiriot, S., & Kant, J. (2008) · Advances in Complex Systems · doi:10.1142/s0219525908001611 · Cited by 27 · see citing works

Empirical agent-based modelling-challenges and solutions : volume 1, the characterisation and parameterisation of empirical agent-based models

Smajgl, A., & Barreteau, O. (2014) · HAL (Le Centre pour la Communication Scientifique Directe) · Cited by 14 · see citing works

The energy transition in a climate-constrained world: Regional vs. global optimization

Brede, M., & de Vries, B. J. M. (2012) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2012.07.011 · Cited by 12 · see citing works

Technology diffusion policy design : cost-effectiveness and redistribution in California solar subsidy programs

Dong, C. (2014) · Texas ScholarWorks (Texas Digital Library) · Cited by 3 · see citing works

Tackling climate change with machine learning

Rolnick, D., Donti, P. L., Kaack, L. H., Kochanski, K., Lacoste, A., Sankaran, K., Ross, A. S., Milojevic-Dupont, N., Jaques, N., Waldman-Brown, A., et al. (2023) · ACM Computing Surveys · doi:10.1145/3485128 · Cited by 336 · see citing works

Supporting energy technology deployment while avoiding unintended technological lock-in: a policy design perspective

Haelg, L., Waelchli, M., & Schmidt, T. S. (2018) · Environmental Research Letters · doi:10.1088/1748-9326/aae161 · Cited by 36 · see citing works

Analysis characteristics of photovoltaic arrays using simulation

Xiaoying, S. (2007) · Journal of Tsinghua University(Science and Technology) · Cited by 21 · see citing works

Analysis Characteristics of Photovoltaic Based on Matlab/Simulink

Wu, Q.-Q., & Zheng, Y.-L. (2012) · International Conference on Electric Information and Control Engineering · doi:10.1109/iceice.2012.922

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Design and assessment of solar photovoltaic system for a village of Rajasthan

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Temperature Prediction of Photovoltaic Array Based on BP Neural Network

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