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Non-Smooth Dynamics in Energy Market Models: A Complex Approximation From System Dynamics and Dynamical Systems Approach

Research Output:
Contribution to journal
Article
Peer-review

Publication metrics

Metrics

SciVal
FWCI
0.73
SciVal
Author count
5
SciVal
Citations
15
SciVal
Paper percentile
64
Scopus
Citations

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

Research Output:
Contribution to journal
Article
Peer-review

Original language

English

Article number

9139234

Pages 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

Published - 13/07/2020

ISSN

2169-3536

Publication IDs

  • ORCID: /0000-0002-4545-8969/work/77837763
  • Scopus: 85089227718
  • WOS: 000551873800001

Funding Details

FundersFunding numbers
Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)
111974558276, 35467, 811-2018
UNAL
-
UdeM
-