Proceedings of the International Conference on Sustainable Innovation with Artificial Intelligence and Machine Learning 2025 (ICSIAIML 2025)

Smart Sustainable Design AI-Enhanced Bamboo Based Air Purifier for Urban Environments

Authors
Subodh Gade1, *, Kailas Patil1
1Vishwakarma University, Pune, India
*Corresponding author. Email: subodh.w.gade@gmail.com
Corresponding Author
Subodh Gade
Available Online 6 January 2026.
DOI
10.2991/978-94-6463-948-3_31How to use a DOI?
Keywords
Sustainable design; bamboo air purifier; artificial intelligence; machine learning; indoor air quality; circular economy; eco-friendly materials; smart devices; environmental innovation; predictive maintenance
Abstract

With air pollution reaching dangerous levels globally—especially across South Asia— there’s a growing need for cleaner, more sustainable indoor air solutions. This study presents a new design for a smart air purifier that replaces traditional plastic components with laminated bamboo boards, offering a low-impact alternative that helps cut down on waste and carbon emissions. Alongside this sustainable build, the device features intelligent systems powered by artificial intelligence and machine learning. These enable the purifier to adapt its performance in real-time, predict maintenance needs, and respond to individual usage patterns.

To evaluate its effectiveness, the bamboo-based prototype was tested against a popular commercial plastic model. The results showed a notable 56% reduction in lifecycle emissions, quieter operation due to better acoustic dampening, and higher user satisfaction. Intelligent features like adaptive airflow and smart filter tracking further improved efficiency and ease of use. Market feedback also pointed to strong consumer interest in eco-friendly, tech-savvy appliances, especially those eligible for green certifications.

This approach shows promise not only for improving indoor air quality but also for promoting sustainable design in everyday technology. The findings suggest that combining renewable materials with digital innovation could shape the next generation of smart home products.

Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the International Conference on Sustainable Innovation with Artificial Intelligence and Machine Learning 2025 (ICSIAIML 2025)
Series
Advances in Intelligent Systems Research
Publication Date
6 January 2026
ISBN
978-94-6463-948-3
ISSN
1951-6851
DOI
10.2991/978-94-6463-948-3_31How to use a DOI?
Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

TY  - CONF
AU  - Subodh Gade
AU  - Kailas Patil
PY  - 2026
DA  - 2026/01/06
TI  - Smart Sustainable Design AI-Enhanced Bamboo Based Air Purifier for Urban Environments
BT  - Proceedings of the International Conference on Sustainable Innovation with Artificial Intelligence and Machine Learning 2025 (ICSIAIML 2025)
PB  - Atlantis Press
SP  - 440
EP  - 450
SN  - 1951-6851
UR  - https://doi.org/10.2991/978-94-6463-948-3_31
DO  - 10.2991/978-94-6463-948-3_31
ID  - Gade2026
ER  -