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Synthesis of Nanofiber Catalyst in AI-Based Electrospinning Process for Sustainable Biodiesel Production

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Polymer-mixed-catalysts nanofibers are synthesized by electrospinning. In the presence of high voltage, the electrified polymer-catalyst mixture is drawn by electric potential from needle tip toward conductive collector. The blockage of needle tip might appear when various electrospinning parameters are varied. Application of AI camera is proposed to monitor the blockage phenomenon of the needle tip. One camera is placed on top of the needle tip inside the electrospinning unit, and the other one is placed outside the transparent machine window. AI cameras continuous remote monitoring and automatic detection of jet formation abnormalities enables faster and more accurate treatment of the blockage of needle tip. In return, a stable ejection of polymer-catalyst mixture will be formed, resulting in a more efficient nanofiber synthesis for sustainable biodiesel production.

Original languageEnglish
Title of host publicationIntelligent Sustainable Systems - Selected Papers of WorldS4 2023
EditorsAtulya K. Nagar, Dharm Singh Jat, Durgesh Kumar Mishra, Amit Joshi
Pages365-374
Number of pages10
DOIs
Publication statusPublished - 2024
Event7th World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2023 - London, United Kingdom
Duration: 21 Aug 2023 → 24 Aug 2023

Publication series

NameLecture Notes in Networks and Systems
Volume817
ISSN (Print)2367-3370
ISSN (Electronic)2367-3389

Conference

Conference7th World Conference on Smart Trends in Systems, Security and Sustainability, WorldS4 2023
Country/TerritoryUnited Kingdom
CityLondon
Period21/08/23 → 24/08/23

Keywords

  • Artificial intelligence (AI)
  • Biodiesel
  • Electrospinning
  • Nanofiber

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