Decentralisation dynamics in energy systems : a generic simulation of network effects

Abstract Distributed generation is becoming increasingly important in energy systems, causing a transition towards decentralisation. These decentralisation dynamics are difficult to predict in their scope and timing and therefore present a major challenge for utility companies. This paper aims to make a contribution to the field of energy transitions with a model-based theory-building approach. A conceptual framework of the major (circular) causalities of regional energy systems is presented. It improves the knowledge on transition patterns of distributed generation concepts and the interplaying network effects. Network effects between technologies, the installed base and the investment decision criteria are important elements in the transition dynamics. A System Dynamics simulation model is built, capturing the consumption concepts related to distributed generation, as well as arising network effects, to analyse the likely transition patterns of regional energy systems. Our simulation results highlight the significance of network effects steering the investment decision for distributed generation concepts, pilot projects to accelerate the transition of regional energy systems and the general role of microgrids in the decentralisation dynamics.

[1]  M. Hollmann,et al.  Modeling of decentralized energy supply structures with "system dynamics" , 2005, 2005 International Conference on Future Power Systems.

[2]  Wina Crijns-Graus,et al.  Microgrids: experiences, barriers and success factors , 2014 .

[3]  Silvia Ulli-Beer.  Dynamic Governance of Energy Technology Change , 2013 .

[4]  Emma Marris,et al.  Energy: Upgrading the grid , 2008, Nature.

[5]  Rahul B. Hiremath,et al.  Decentralized energy planning; modeling and application—a review , 2007 .

[6]  Erik R. Larsen,et al.  From planning to strategy in the electricity industry , 2001 .

[7]  Robert Pool.  The third branch of science debuts , 1992 .

[8]  S. P. Chowdhury,et al.  Microgrids: Energy management by strategic deployment of DERs—A comprehensive survey , 2011 .

[9]  Jenny W. Rudolph,et al.  The Dynamics of Action-Oriented Problem Solving: Linking Interpretation and Choice , 2009 .

[10]  Fjo De Ridder,et al.  Electricity storage for grid-connected household dwellings with PV panels , 2010 .

[11]  B. Sovacool.  What Are We Doing Here? Analyzing Fifteen Years of Energy Scholarship and Proposing a Social Science Research Agenda , 2014 .

[12]  Rolf Wüstenhagen,et al.  Strategic choices for renewable energy investment: Conceptual framework and opportunities for further research , 2012 .

[13]  Isaac Dyner.  Energy modelling platforms for policy and strategy support , 2000, J. Oper. Res. Soc..

[14]  Kari Alanne,et al.  Distributed energy generation and sustainable development , 2006 .

[15]  David C. Lane,et al.  Should system dynamics be described as a ‘hard’ or ‘deterministic’ systems approach? , 2000 .

[16]  J. Sterman.  Business Dynamics , 2000 .

[17]  K. Costello,et al.  Electric Utilities’ ‘Death Spiral’: Hyperbole or Reality? , 2014 .

[18]  Silvia Ulli-Beer,et al.  Transition patterns of distributed energy generation concepts considering network effects , 2015 .

[19]  Jeffrey H. Rohlfs.  A theory of interdependent demand for a communications service , 1974 .

[20]  D. Jain,et al.  Modeling the Evolution of Markets with Indirect Network Externalities: An Application to Digital Television , 1999 .

[21]  Jan Carmeliet,et al.  Towards an energy sustainable community: An energy system analysis for a village in Switzerland , 2014 .

[22]  Kathleen M. Eisenhardt,et al.  Developing Theory Through Simulation Methods , 2006 .

[23]  Chelsea Schelly.  Residential solar electricity adoption: What motivates, and what matters? A case study of early adopters , 2014 .

[24]  R Sontag,et al.  Cost effectiveness of decentralized energy supply systems taking solar and wind utilization plants into account , 2003 .

[25]  S. Ruutu,et al.  Prospects of modelling societal transitions : position paper of an emerging community , 2015 .

[26]  Ruggero Schleicher-Tappeser,et al.  How renewables will change electricity markets in the next five years , 2012 .

[27]  Volker Quaschning,et al.  Sizing of Residential PV Battery Systems , 2014 .

[28]  N. Omar,et al.  The dimensioning of PV-battery systems depending on the incentive and selling price conditions , 2013 .

[29]  L. Felipe Blázquez,et al.  A system dynamics approach for the photovoltaic energy market in Spain , 2013 .

[30]  Frank C. Krysiak,et al.  Environmental regulation, technological diversity, and the dynamics of technological change , 2011 .

[31]  Lennart Söder,et al.  Distributed generation : a definition , 2001 .

[32]  Frank W. Geels,et al.  The ongoing energy transition: Lessons from a socio-technical, multi-level analysis of the Dutch electricity system (1960-2004) , 2007 .

[33]  J. Sterman,et al.  Transition challenges for alternative fuel vehicle and transportation systems , 2006 .

[34]  C. Shapiro,et al.  Network Externalities, Competition, and Compatibility , 1985 .

[35]  K. Araújo.  The emerging field of energy transitions: Progress, challenges, and opportunities , 2014 .

[36]  Yaman Barlas,et al.  Formal aspects of model validity and validation in system dynamics , 1996 .

[37]  Gregory C. Unruh.  Understanding carbon lock-in , 2000 .

[38]  Andrew Ford,et al.  System Dynamics and the Electric Power Industry , 1997 .

[39]  Nicola Pearsall,et al.  Near-term economic benefits from grid-connected residential PV (photovoltaic) systems , 2014 .

[40]  María Isabel Blanco.  The economics of wind energy , 2009 .

[41]  Markus Schwaninger,et al.  System Dynamics as Model-Based Theory Building , 2008 .

[42]  Kenneth Gillingham,et al.  Peer Effects in the Diffusion of Solar Photovoltaic Panels , 2012, Mark. Sci..

[43]  Rolf Wüstenhagen,et al.  Investor-Specific Cost of Capital and Renewable Energy Investment Decisions , 2020, Renewable Energy Finance.

[44]  Pierre Louis Kunsch,et al.  Simulation of micro-CHP diffusion by means of System Dynamics , 2008 .

[45]  Massimiliano Manfren,et al.  Paradigm shift in urban energy systems through distributed generation: Methods and models , 2011 .

[46]  David Cornforth,et al.  What role for microgrids , 2012 .

[47]  Paul C. Stern,et al.  Individual and household interactions with energy systems: Toward integrated understanding , 2014 .

[48]  Roger F. Naill,et al.  A System Dynamics Model for National Energy Policy Planning , 1992 .

[49]  Lori Rosenkopf,et al.  Social Network Effects on the Extent of Innovation Diffusion: A Computer Simulation , 1997 .