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Article History

Received: 3 November 2024

Accepted: 29 April 2025

First Online: 14 May 2025

Declarations

:

: Formal approval and ethical clearance for this research study were granted by the Institutional Review Boards of multiple prestigious educational institutions located in Chennai, Tamil Nadu, India. Karpaga Vinayaga College of Engineering and Technology, Easwari Engineering College, and SA Engineering College are among the participating universities. These permits were obtained in order to guarantee that the research adheres to all applicable rules and regulations and the highest ethical standards.

: This research investigation was carried out without the involvement of any human beings or animals. The study's design and methods made sure that neither human subjects nor animals were employed throughout any portion of the research process, and ethical issues were carefully considered.

: This manuscript's contents are entirely original, never before published in any format, and unencumbered by any copyright limitations. Additionally, no part of this paper is presently under consideration for publication in any other journals, books, or publications. We certify that this work is the result of our own independent study, and that we have taken all reasonable steps to assure its originality and adherence to ethical publication norms.

: The study's authors all certify that they have no relevant conflicts of interest. This declaration attests to the absence of any financial, interpersonal, or professional ties that can skew the research results or affect how the results are interpreted and published in this publication.