Toward autonomous medicine: A comprehensive review of biomedical energy harvesting and wearable sensing systems

<p>The transition to a decentralized, continuous, and patient-centric healthcare model necessitates the development of energy-autonomous medical systems that can operate independently of traditional power sources. This review offers a comprehensive analysis of self-powered healthcare technolog...

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Main Author: Riyamol Kallikkoden Razack (22254463) (author)
Other Authors: Nihal M. Poovadichalil (22254466) (author), Kishor Kumar Sadasivuni (8036039) (author)
Published: 2025
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author Riyamol Kallikkoden Razack (22254463)
author2 Nihal M. Poovadichalil (22254466)
Kishor Kumar Sadasivuni (8036039)
author2_role author
author
author_facet Riyamol Kallikkoden Razack (22254463)
Nihal M. Poovadichalil (22254466)
Kishor Kumar Sadasivuni (8036039)
author_role author
dc.creator.none.fl_str_mv Riyamol Kallikkoden Razack (22254463)
Nihal M. Poovadichalil (22254466)
Kishor Kumar Sadasivuni (8036039)
dc.date.none.fl_str_mv 2025-09-01T06:00:00Z
dc.identifier.none.fl_str_mv 10.1016/j.nanoen.2025.111422
dc.relation.none.fl_str_mv https://figshare.com/articles/journal_contribution/Toward_autonomous_medicine_A_comprehensive_review_of_biomedical_energy_harvesting_and_wearable_sensing_systems/30135373
dc.rights.none.fl_str_mv CC BY 4.0
info:eu-repo/semantics/openAccess
dc.subject.none.fl_str_mv Engineering
Biomedical engineering
Health sciences
Health services and systems
Self-powered healthcare
Wearable medical devices
Energy harvesting
Smart materials
Autonomous sensing
Flexible electronics
Implantable sensors
dc.title.none.fl_str_mv Toward autonomous medicine: A comprehensive review of biomedical energy harvesting and wearable sensing systems
dc.type.none.fl_str_mv Text
Journal contribution
info:eu-repo/semantics/publishedVersion
text
contribution to journal
description <p>The transition to a decentralized, continuous, and patient-centric healthcare model necessitates the development of energy-autonomous medical systems that can operate independently of traditional power sources. This review offers a comprehensive analysis of self-powered healthcare technologies that integrate biomedical energy harvesting (BEH) with autonomous sensing systems (ASS) to facilitate uninterrupted physiological monitoring and therapeutic interventions. Our research encompasses a diverse range of energy harvesting strategies, encompassing triboelectric, piezoelectric, thermoelectric, biochemical, and electromagnetic principles, while emphasizing the human body's function as a versatile energy storage system. Recent advancements in polymeric materials, which provide crucial properties such as flexibility, stretchability, biocompatibility, and biodegradability, making them indispensable in the design of wearable and implantable devices. From piezoelectric polymers, such as PLLA, to triboelectric materials embedded in smart textiles, polymers serve as the structural and functional backbone of next-generation energy harvesters and sensors. Their tunable mechanical and electrical properties enable seamless integration with soft tissues, allowing for the fabrication of conformable, miniaturized, and eco-friendly systems. The review also investigates strategies involving nano-structuring, microfabrication, and three-dimensional/four-dimensional printing to create miniaturized, conformable device architectures, alongside artificial intelligence (AI)/machine learning (ML)-driven simulations that enhance material selection and overall system performance. Through in-depth system-level integration, case studies, and an analysis of regulatory and translational challenges, this work presents a visionary perspective on implementing sustainable, intelligent, and fully autonomous self-powered healthcare platforms in real-world medical settings.</p><h2>Other Information</h2> <p> Published in: Nano Energy<br> License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.nanoen.2025.111422" target="_blank">https://dx.doi.org/10.1016/j.nanoen.2025.111422</a></p>
eu_rights_str_mv openAccess
id Manara2_f2d5addae65905ef85f03531201776d7
identifier_str_mv 10.1016/j.nanoen.2025.111422
network_acronym_str Manara2
network_name_str Manara2
oai_identifier_str oai:figshare.com:article/30135373
publishDate 2025
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rights_invalid_str_mv CC BY 4.0
spelling Toward autonomous medicine: A comprehensive review of biomedical energy harvesting and wearable sensing systemsRiyamol Kallikkoden Razack (22254463)Nihal M. Poovadichalil (22254466)Kishor Kumar Sadasivuni (8036039)EngineeringBiomedical engineeringHealth sciencesHealth services and systemsSelf-powered healthcareWearable medical devicesEnergy harvestingSmart materialsAutonomous sensingFlexible electronicsImplantable sensors<p>The transition to a decentralized, continuous, and patient-centric healthcare model necessitates the development of energy-autonomous medical systems that can operate independently of traditional power sources. This review offers a comprehensive analysis of self-powered healthcare technologies that integrate biomedical energy harvesting (BEH) with autonomous sensing systems (ASS) to facilitate uninterrupted physiological monitoring and therapeutic interventions. Our research encompasses a diverse range of energy harvesting strategies, encompassing triboelectric, piezoelectric, thermoelectric, biochemical, and electromagnetic principles, while emphasizing the human body's function as a versatile energy storage system. Recent advancements in polymeric materials, which provide crucial properties such as flexibility, stretchability, biocompatibility, and biodegradability, making them indispensable in the design of wearable and implantable devices. From piezoelectric polymers, such as PLLA, to triboelectric materials embedded in smart textiles, polymers serve as the structural and functional backbone of next-generation energy harvesters and sensors. Their tunable mechanical and electrical properties enable seamless integration with soft tissues, allowing for the fabrication of conformable, miniaturized, and eco-friendly systems. The review also investigates strategies involving nano-structuring, microfabrication, and three-dimensional/four-dimensional printing to create miniaturized, conformable device architectures, alongside artificial intelligence (AI)/machine learning (ML)-driven simulations that enhance material selection and overall system performance. Through in-depth system-level integration, case studies, and an analysis of regulatory and translational challenges, this work presents a visionary perspective on implementing sustainable, intelligent, and fully autonomous self-powered healthcare platforms in real-world medical settings.</p><h2>Other Information</h2> <p> Published in: Nano Energy<br> License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.nanoen.2025.111422" target="_blank">https://dx.doi.org/10.1016/j.nanoen.2025.111422</a></p>2025-09-01T06:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1016/j.nanoen.2025.111422https://figshare.com/articles/journal_contribution/Toward_autonomous_medicine_A_comprehensive_review_of_biomedical_energy_harvesting_and_wearable_sensing_systems/30135373CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/301353732025-09-01T06:00:00Z
spellingShingle Toward autonomous medicine: A comprehensive review of biomedical energy harvesting and wearable sensing systems
Riyamol Kallikkoden Razack (22254463)
Engineering
Biomedical engineering
Health sciences
Health services and systems
Self-powered healthcare
Wearable medical devices
Energy harvesting
Smart materials
Autonomous sensing
Flexible electronics
Implantable sensors
status_str publishedVersion
title Toward autonomous medicine: A comprehensive review of biomedical energy harvesting and wearable sensing systems
title_full Toward autonomous medicine: A comprehensive review of biomedical energy harvesting and wearable sensing systems
title_fullStr Toward autonomous medicine: A comprehensive review of biomedical energy harvesting and wearable sensing systems
title_full_unstemmed Toward autonomous medicine: A comprehensive review of biomedical energy harvesting and wearable sensing systems
title_short Toward autonomous medicine: A comprehensive review of biomedical energy harvesting and wearable sensing systems
title_sort Toward autonomous medicine: A comprehensive review of biomedical energy harvesting and wearable sensing systems
topic Engineering
Biomedical engineering
Health sciences
Health services and systems
Self-powered healthcare
Wearable medical devices
Energy harvesting
Smart materials
Autonomous sensing
Flexible electronics
Implantable sensors