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Actor Behaviour and Robustness of Industrial Symbiosis Networks: An Agent-Based Modelling Approach

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Abstract

Industrial Symbiosis Networks (ISNs) consist of firms that exchange residual materials and energy locally, in order to gain economic, environmental and/or social advantages. In practice, ISNs regularly fail when partners leave and the recovery of residual streams ends. Regarding the current societal need for a shift towards sustainability, it is undesirable that ISNs should fail. Failures of ISNs may be caused by actor behaviour that leads to unanticipated economic losses. In this paper, we explore the effect of these behaviours on ISN robustness by using an agent-based model (ABM). The constructed model is based on insights from both literature and participatory modelling in three real-world cases. It simulates the implementation of synergies for local waste exchange and compost production. The Theory of Planned Behaviour (TPB) was used to model agent behaviour in time-dependent bilateral negotiations and synergy evaluation processes. We explored model behaviour with and without TPB logic across a range of possible TPB input variables. The simulation results show how the modelled planned behaviour affects the cash flow outcomes of the social agents and the robustness of the network. The study contributes to the theoretical development of industrial symbiosis research by providing a quantitative model of all ISN implementation stages, in which various behavioural patterns of entrepreneurs are included. It also contributes to practice by offering insights on how network dynamics and robustness outcomes are not only related to context and ISN design, but also to actor behaviour.

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  • Kasper Lange & Gijsbert Korevaar & Igor Nikolic & Paulien Herder, 2021. "Actor Behaviour and Robustness of Industrial Symbiosis Networks: An Agent-Based Modelling Approach," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 24(3), pages 1-8.
    • Handle: RePEc:jas:jasssj:2020-64-4
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    1. Kasper P.H. Lange & Gijsbert Korevaar & Inge F. Oskam & Paulien M. Herder, 2017. "Developing and Understanding Design Interventions in Relation to Industrial Symbiosis Dynamics," Sustainability, MDPI, vol. 9(5), pages 1-14, May.
    2. D. Rachel Lombardi & Peter Laybourn, 2012. "Redefining Industrial Symbiosis," Journal of Industrial Ecology, Yale University, vol. 16(1), pages 28-37, February.
    3. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    4. David F. Batten, 2009. "Fostering Industrial Symbiosis With Agent‐Based Simulation and Participatory Modeling," Journal of Industrial Ecology, Yale University, vol. 13(2), pages 197-213, April.
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    1. Julien Walzberg & Jean‐Marc Frayret & Annika L. Eberle & Alberta Carpenter & Garvin Heath, 2023. "Agent‐based modeling and simulation for the circular economy: Lessons learned and path forward," Journal of Industrial Ecology, Yale University, vol. 27(5), pages 1227-1238, October.

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