Evidence map›Paper›PMID 39747390›Full record

ArticleScientific reports2025

Chaos-enhanced manganese electrolysis: nodule suppression and improved efficiency using controllable chaotic electrical signals.

Jie Yang, Chunbiao Li, Qian Zhang, Zhihao Wu, Xin Zhang, Peiqiao Liu, Zuohua Liu, Changyuan Tao, Guocan Zheng, Yong Yang and 1 more

Erratum issuedAbstract read
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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Jie Yang *School of Chemistry and Chemical Engineering, Chongqing University, Chongqing, 400044, China.
Chunbiao Li *School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing, 210044, China.
Qian ZhangSchool of Chemistry and Chemical Engineering, Chongqing University, Chongqing, 400044, China.
Zhihao WuSchool of Chemistry and Chemical Engineering, Chongqing University, Chongqing, 400044, China.
Xin ZhangSchool of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing, 210044, China.
Peiqiao LiuSchool of Chemistry and Chemical Engineering, Chongqing University, Chongqing, 400044, China.
Zuohua LiuSchool of Chemistry and Chemical Engineering, Chongqing University, Chongqing, 400044, China. liuzuohua@cqu.edu.cn.
Changyuan TaoSchool of Chemistry and Chemical Engineering, Chongqing University, Chongqing, 400044, China.
Guocan ZhengSchool of Chemistry and Chemical Engineering, Chongqing University, Chongqing, 400044, China.
Yong YangSchool of Chemistry and Chemical Engineering, Chongqing University, Chongqing, 400044, China.
Hanke WeiSchool of Chemistry and Chemical Engineering, Chongqing University, Chongqing, 400044, China.

Funding

Fundamental Research Funds for the Central Universities 2022CDJQY-005Fundamental Research Funds for the Central Universities 2024CDJXY010Graduate Scientific Research and Innovation Foundation of Chongqing CYB23015Guangxi Science and Technology Program AB24010229Natural Science Foundation of Chongqing 2024NSCQMSX0756
6 · The paper itself

Abstract

The control and industrial application of chaotic systems is a major obstacle limiting the diffusion of chaos theory. In this study, we proposed a novel, universally applicable methodology for constructing an offset boosting function for chaotic systems. By integrating this approach with traditional techniques, a four-dimensional chaotic system with two-dimensional offset boosting was developed and successfully implemented by a real chaotic circuit for manganese metal electrolysis, replacing conventional DC. It has been shown that the use of time-varying electricity facilitates the suppression of electrochemical oscillations, and inhibits the growth of spherical manganese nodules. An examination of current efficiency for different oscillations (period 1, period 2, chaos-a and chaos-b) and various current amplitudes has established that chaos-a electrical signals are most suitable for inhibiting the growth of manganese nodules. The Mn nodule area ratios can be reduced by 38% with a 5.83% increase in current efficiency, representing an energy consumption saving of 0.58 kWh/kg. This interdisciplinary approach holds promise for advancing the study of nonlinear dynamic behavior in electrochemical reaction processes and addressing critical challenges in various fields, such as energy dissipation, quality improvement of electrodeposited products, and regulation of by-product properties.

Indexed as

Chaotic-circuit applicationChaotic systemCurrent efficiencyElectrodepositionManganeseSystem control

Identifiers

PMID39747390
PMCPMC11697129

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.