Non-Smooth Dynamics in Energy Market Models: A Complex Approximation From System Dynamics and Dynamical Systems Approach
- Johnny Valencia-Calvo,
- Gerard Olivar-Tost,
- ,
- Carlos Jaime Franco-Cardona,
- Dyner Isaac
- Universidad de Aysén,
- Universidad Nacional de Colombia,
- ,
- Fundación Universidad de Bogotá, Colombia
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Abstract
This paper reports a general model that describes the supply and demand of electricity in a national market based on the system dynamics (SD) approach. From the resulting SD model, it derives piecewise smooth (non-smooth) differential equations from the nonlinear functions and feedback cycles of the corresponding stock-flow structure. Subsequently, the stability of the equilibrium points and non-smooth dynamics of the SD model are investigated using the dynamical systems theory. Filippov systems are found in the proposed SD model and non-smooth vector fields associated with generators investment decisions are accumulated. Under this combining methodology, the non-smooth dynamics of energy markets that are governed by the supply and demand laws are uncovered mathematically and deeply described. In fact, we extend our investigation results to any energy market model attached to various investment decisions, confirming the generalizability of our research.
Publication Information
Output type
Original language
EnglishArticle number
9139234Pages from-to (Number of pages)
Pages 128877-128896 (20 pages)Journal (Volume, Issue Number)
IEEE Access (Volume 8)Publication milestones
- Published - 13/07/2020
Publication status
ISSN
2169-3536Publication IDs
- ORCID: /0000-0002-4545-8969/work/77837763
- Scopus: 85089227718
- WOS: 000551873800001
