Abstract
Autonomous condition monitoring is essential for advancing intelligent systems in both industrial and domestic Internet of Things (IoT) applications. However, continuous long-term condition monitoring is challenged by the limited energy availability for wireless sensor nodes (WSNs). Therefore, energy harvesting offers a promising approach by converting ambient or host energy into electrical power to sustain WSN operation. To bridge the gap between energy harvesting and condition monitoring, this review provides an overview and synthesis of recent advances in energy harvesting technologies tailored for condition monitoring applications. State-of-the-art developments in energy harvesting are categorized into six domains: healthcare, ocean, machinery, grid, railway, and infrastructure. The characteristics of these energy sources and their domain-specific monitoring requirements are analyzed. Furthermore, this review examines harvesting transducers, structural designs, and optimization methods employed in energy harvesters. Finally, the review discusses current challenges and future prospects for energy-autonomous condition monitoring systems, aiming to support the deployment of sustainable IoT sensing solutions.
| Original language | English |
|---|---|
| Article number | 116779 |
| Journal | Renewable and Sustainable Energy Reviews |
| Volume | 232 |
| Early online date | 11 Feb 2026 |
| DOIs | |
| Publication status | E-pub ahead of print - 11 Feb 2026 |
Data Availability Statement
No data was used for the research described in the article.Funding
This work was supported by the National Key Research and Development Program of China (grant number 2021YFE0203400); the Postdoctoral Fellowship Program of CPSF (Grant No. GZB20240602); the National Natural Science Foundation of China (grant number 51975453); the Royal Society (grant numbers IEC\NSFC\170589); the Knowledge Foundation of Sweden (grant number 20180170) and the Swedish Foundation for International Cooperation in Research and Higher Education (grant numbers IB2019-8169).
| Funders | Funder number |
|---|---|
| CPSF | GZB20240602 |
| Royal Society | IEC\NSFC\170589 |
| Swedish Foundation for International Cooperation in Research and Higher Education | IB2019-8169 |
| National Key Research and Development Program of China | 2021YFE0203400 |
| Stiftelsen för Kunskaps- och Kompetensutveckling | 20180170 |
| National Natural Science Foundation of China | 51975453 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
Keywords
- Condition monitoring
- Energy harvesting
- Internet of things
- Wireless sensor nodes
ASJC Scopus subject areas
- Renewable Energy, Sustainability and the Environment
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