Smart transition management to smarten energy systems in a deeply uncertain world

Enormous future investments are needed to replace old energy systems/technologies, and prepare them for future needs. Moreover, smarter technologies/systems are needed. And in this ever more complex, interconnected, and uncertain world, smarter policymaking in the energy field is certainly needed too. After all, current energy policymaking still mainly ignores (dynamic) complexity and (deep) uncertainty. This paper illustrates two model-based approaches for supporting policymaking for complex and uncertain issues as well as their combination. First, Exploratory System Dynamics Modeling and Analysis allows exploring and analyzing millions of plausible (uncertain) dynamic system behaviors and testing the robustness of policies. This approach is illustrated by means of a System Dynamics simulation model related to energy grid investments. Second, Experiential Model-Based Gaming allows policymakers to experience dynamic complexity and deep uncertainty, and helps them feel the need to embrace both in policymaking. Before having experienced different plausible futures, almost all high-level managers and highly-educated students that played such experiential games applied inappropriate strategies in most plausible futures played, and hence failed in the face of uncertainty. Failing repeatedly actually prepared them for thinking outside their old/reactive/predictive modes in subsequent bounce-casting sessions. Exploratory System Dynamics Modeling and Analysis and Experiential Model-Based Gaming may also be mutually beneficial: most subjects only acknowledge the need to take uncertainty and dynamic complexity seriously into account after having participated in experience-oriented gaming sessions.

[1]  Gönenç Yücel,et al.  Analyzing Transition Dynamics: The Actor-Option Framework for Modelling Socio-Technical Systems , 2010 .

[2]  Jan H. Kwakkel,et al.  An Exploratory Analysis of the Dutch Electricity System in Transition , 2011, 2011 Proceedings of PICMET '11: Technology Management in the Energy Smart World (PICMET).

[3]  D. Finegold Book and Resource Reviews , 2005 .

[4]  Jan H. Kwakkel,et al.  A system dynamics mode-based exploratory analysis of salt water intrusion in coastal aquifers , 2012 .

[5]  Richard D. Duke,et al.  Gaming: The Future's Language , 2014 .

[6]  Richard D. Duke,et al.  Gaming-simulation--rationale, design, and applications: A text with parallel readings for social scientists, educators, and community workers , 1975 .

[7]  Graham Winch,et al.  Perspectives on rationality in system dynamics—a workshop report and open research questions , 2004 .

[8]  G Winch,et al.  Dynamic visioning for dynamic environments , 1999, J. Oper. Res. Soc..

[9]  Jan H. Kwakkel,et al.  Energy Transitions towards Sustainability I: A Staged Exploration of Complexity and Deep Uncertainty , 2011 .

[10]  Gustavo Stubrich The Fifth Discipline: The Art and Practice of the Learning Organization , 1993 .

[11]  Erik Pruyt,et al.  The Influenza A(H1N1)v Pandemic: An Exploratory System Dynamics Approach , 2010 .

[12]  Peter M. Senge,et al.  Putting systems thinking into practice , 1994 .

[13]  Erik Pruyt,et al.  Dealing with Uncertainties? Combining System Dynamics with Multiple Criteria Decision Analysis or with Exploratory Modelling , 2007 .

[14]  Jan H. Kwakkel,et al.  Exploratory Modeling and Analysis, an approach for model-based foresight under deep uncertainty , 2013 .

[15]  Erik Pruyt,et al.  Using Small Models for Big Issues : Exploratory System Dynamics Modelling and Analysis for Insightful Crisis Management , 2010 .

[16]  Erik Pruyt,et al.  Exploring the Future of Wind-Powered Energy , 2011 .

[17]  B. Agusdinata,et al.  Exploratory modeling and analysis: a promising method to deal with deep uncertainty , 2008 .

[18]  John D. Sterman The 2001 Jay W. Forrester Award. Citation for the winner: Peter Milling , 2002 .

[19]  Paul A. Langley,et al.  Performance and learning in a simulation of oil industry dynamics , 2004, Eur. J. Oper. Res..

[20]  Erik Pruyt,et al.  Exploring demographic shifts: aging and migration. Exploratory group model specification & simulation , 2011 .

[21]  C. Hamarat,et al.  The Concerted Run on the DSB Bank: An Exploratory System Dynamics Approach , 2010 .

[22]  Erik Pruyt The EU-25 Power Sector: a System Dynamics Model of Competing Electricity Generation Technologies , 2007 .