Time delay induced stochastic dynamics in a strongly nonlinear energy harvesting system

Considering the unavoidable time delay effects and ubiquitous environmental noise in practical applications, along with the strong nonlinearity and multiple couplings inherent in actual systems, the resulting dynamical behavior becomes extremely complex, necessitating the development of new theoretical research methods. In this paper, a strongly nonlinear energy harvesting system with time delay is taken as the research object. To address the above difficulties, an extended stochastic averaging method is proposed to investigate the time delay induced stochastic dynamics of the system. The energy-dependent frequency is first constructed according to the operating mechanism of the multi-well potential function. Then, the stochastic averaging method of energy envelope is extended to derive analytical expressions for the stationary probability density and the mean output power. Finally, the effects of time delay parameters on the stationary response and the mean output power are analyzed in detail. Results show that even small time delays cannot be ignored in practical applications, as both the time-delayed feedback gain and the time delay have significant influences on the dynamic characteristics of systems. Moreover, adopting appropriate time-delayed feedback control can markedly enhance system performance. The effectiveness of the extended stochastic averaging method is verified through Monte Carlo numerical simulations.

Authors

Institutions

Publication Details

Journal
Chaos An Interdisciplinary Journal of Nonlinear Science
Published
2026-05-01
DOI
https://doi.org/10.1063/5.0335813
Primary Topic
Innovative Energy Harvesting Technologies
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Time delay induced stochastic dynamics in a strongly nonlinear energy harvesting system

Shaoyi Shi, Y Zhang, Yanfei Jin
Chaos An Interdisciplinary Journal of Nonlinear Science
Innovative Energy Harvesting Technologies
article

Time delay induced stochastic dynamics in a strongly nonlinear energy harvesting system

Shaoyi Shi, Y Zhang, Yanfei Jin
article en

Abstract

Considering the unavoidable time delay effects and ubiquitous environmental noise in practical applications, along with the strong nonlinearity and multiple couplings inherent in actual systems, the resulting dynamical behavior becomes extremely complex, necessitating the development of new theoretical research methods. In this paper, a strongly nonlinear energy harvesting system with time delay is taken as the research object. To address the above difficulties, an extended stochastic averaging method is proposed to investigate the time delay induced stochastic dynamics of the system. The energy-dependent frequency is first constructed according to the operating mechanism of the multi-well potential function. Then, the stochastic averaging method of energy envelope is extended to derive analytical expressions for the stationary probability density and the mean output power. Finally, the effects of time delay parameters on the stationary response and the mean output power are analyzed in detail. Results show that even small time delays cannot be ignored in practical applications, as both the time-delayed feedback gain and the time delay have significant influences on the dynamic characteristics of systems. Moreover, adopting appropriate time-delayed feedback control can markedly enhance system performance. The effectiveness of the extended stochastic averaging method is verified through Monte Carlo numerical simulations.

Chaos An Interdisciplinary Journal of Nonlinear ScienceVol. 36(5)
Xi'an University of Science and Technology (CN), Beijing Institute of Technology (CN), Beijing Research Institute of Mechanical and Electrical Technology (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 11%
Innovative Energy Harvesting Technologies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Time delay induced stochastic dynamics in a strongly nonlinear energy harvesting system — Shaoyi Shi, Y Zhang, et al. · Chaos An Interdisciplinary Journal of Nonlinear Science (2026) | TGRS Research Map | TGRS