

Investigating Alternative Energy Sources for Wearables and MEMS Sensors and the Role of AI in the Field (II/VIII)
Alternative energy sources, including mechanical (piezoelectric), thermal (thermoelectric), solar, and RF energy harvesting, are driving advancements in self-powered wearable devices and MEMS sensors. These technologies enable continuous operation without traditional batteries, with significant potential in healthcare, fitness, and IoT applications, despite ongoing challenges in efficiency, scalability, and energy output. The integration of AI and innovative materials further enhances the feasibility and impact of these energy solutions, presenting substantial opportunities for investment and commercialization

Alternative Energy Sources for Wearables and MEMS Sensors
Energy Harvesting Techniques
Mechanical Energy
Alternative energy sources for wearables and MEMS sensors have become a critical area of research and development in recent years, driven by the increasing demand for self-powered devices in the Internet of Things (IoT) ecosystem. Energy harvesting techniques, particularly those focused on mechanical energy, have shown significant promise in powering wearable devices and MEMS sensors without the need for traditional batteries.
One of the most promising energy harvesting techniques for wearables and MEMS sensors is the use of piezoelectric generators. These devices convert mechanical energy from human movement or environmental vibrations into electrical energy. Piezoelectric materials generate an electric charge when subjected to mechanical stress, making them ideal for harvesting energy from everyday activities1,5.A notable example of piezoelectric energy harvesting in wearables is the development of vibrational energy harvesters for fitness devices. Researchers have created a dynamic magnifier-enhanced piezoelectric vibration energy harvester that can amplify power generated from human walking vibrations by approximately 90 times while maintaining a compact size comparable to conventional harvesters4. This breakthrough could potentially revolutionize the power supply for fitness trackers and other wearable devices, allowing them to operate continuously without the need for frequent charging.
The application of piezoelectric energy harvesting extends beyond fitness wearables. Wearable piezoelectric energy harvesters (WPEHs) have been designed to capture energy from various parts of the human body, including pulses, joints, skin, and feet3. These harvesters are strategically built to align with the movement patterns of different body parts, immediately converting kinetic energy into usable electrical energy. This approach enables the creation of self-powered devices that can directly power various microelectronic components on the human body without requiring an additional power supply.
Advancements in materials science have further enhanced the efficiency of piezoelectric energy harvesters. Researchers have developed composite materials that combine piezoelectric properties with flexibility and durability, making them ideal for wearable applications. For instance, a flexible thermoelectric generator (f-TEG) using a PVDF/Bi2Te3 composite film has been created, capable of generating electrical signals from human body heat during breathing2. This technology demonstrates the potential for harvesting thermal energy in addition to mechanical energy, broadening the scope of energy sources for wearable devices.
The integration of piezoelectric energy harvesting with other technologies has led to the development of multifunctional devices. For example, a miniaturized tribo-piezoelectric SEP-TENG (self-powered energy-harvesting patch) has been designed not only to harvest energy but also to monitor human body movement2. This dual functionality showcases the potential for creating smart, self-powered wearables that can both generate energy and provide valuable biometric data.
While piezoelectric energy harvesting shows great promise, it is not without challenges. The amount of energy produced is still relatively small, and the required body movements are not always regular and predictable. Additionally, a large surface area is often necessary to harvest a sufficient amount of energy, which can be challenging when designing compact wearable devices5. However, ongoing research is addressing these limitations through innovative designs and material improvements.
The investment opportunities in this emerging technology are substantial. As the efficiency of piezoelectric energy harvesting increases and the power requirements for wearable devices decrease, the market for self-powered wearables and MEMS sensors is expected to grow significantly. Companies developing advanced piezoelectric materials, innovative harvester designs, and integrated power management systems for wearables are likely to see increased interest from investors.
Furthermore, the potential applications of this technology extend beyond consumer wearables. The healthcare sector, in particular, stands to benefit greatly from self-powered biosensors and medical monitoring devices. The ability to create long-lasting, maintenance-free medical wearables could revolutionize patient care and remote health monitoring.
In all, piezoelectric energy harvesting represents a promising alternative energy source for wearables and MEMS sensors. As research continues to overcome current limitations and improve efficiency, we can expect to see a new generation of self-powered devices that leverage human motion and environmental vibrations to operate sustainably. This technology not only addresses the energy challenges of wearable devices but also opens up new possibilities for continuous, unobtrusive monitoring in various applications, from fitness tracking to healthcare diagnostics.
Piezoelectric Energy Harvesting Overview

Figure 3. Piezoelectric energy harvesting is a promising alternative energy source for wearables and MEMS sensors, enabling self-powered devices that leverage human motion and environmental vibrations, with potential applications in fitness, healthcare, and beyond, despite current challenges in energy output and efficiency.
Thermal Energy
The field of alternative energy sources for wearables and MEMS sensors has seen significant advancements in recent years, with thermal energy harvesting emerging as a promising technique. Thermoelectric generators (TEGs) that leverage body heat have become a focal point of research and development, offering the potential to create self-powered wearable devices and sensors.
Thermoelectric generators operate on the principle of the Seebeck effect, converting temperature differences directly into electricity. In the context of wearable technology, these devices exploit the natural temperature gradient between the human body and the ambient environment to generate power. This approach is particularly attractive for wearable devices as it provides a constant and renewable energy source, potentially eliminating the need for traditional batteries.
One of the most intriguing applications of this technology is in the development of wrist-worn thermoelectric watches. A notable example is the Matrix PowerWatch, introduced in 2016, which runs entirely on body heat9. This device, while offering basic functionalities such as step tracking, calorie counting, and sleep monitoring, represents a significant milestone in the field of self-powered wearables. The watch employs a thermoelectric generator that captures the temperature difference between the wearer’s skin and the surrounding air, converting it into usable electrical energy.
More recent advancements have pushed the boundaries of what’s possible with thermoelectric wearables. Researchers have developed a wearable thermoelectric generator integrated with an energy management system capable of powering sensors and Bluetooth communication by harnessing body heat8. This innovative system can operate with a temperature difference as low as 4 K between the human skin and the ambient environment, ensuring reliable data transmission within a time frame as short as 1.6 seconds. Such advancements demonstrate the potential for creating truly self-contained wearable systems for continuous condition monitoring.
The efficiency of thermoelectric generators in wearables has been a subject of intensive research. A study published in 2024 reported the development of a digital watch powered by a thermoelectric generator placed on the hand7. The TEG used in this model could generate power in the range of 11.5 W to 14.5 W with a hot end at 250 °C and a cold end between 30 °C and 50 °C. While these temperature ranges are not typical for body-worn devices, they illustrate the potential power output of advanced TEG systems.
Researchers at the NSF Nanosystems Engineering Research Center for ASSIST have made significant strides in addressing the challenges associated with wearable TEGs10. They have developed a new design that integrates highly efficient thermoelectric materials with optimum geometries and combines them with thin and light heat spreaders. This innovative approach enhances overall TEG performance, including durability for wearable applications and integration within clothing. In tests, these TEGs generated power reaching approximately 20 microwatts per square centimeter (µW/cm2) at normal walking speed.
The integration of TEGs into flexible and stretchable materials has been another area of significant progress. Researchers have created stretchable thermoelectric generators that can conform to the body’s contours, enhancing both comfort and energy harvesting efficiency6. By printing multifunctional soft matter and embedding inorganic semiconductors, these devices combine flexibility with the robustness required for everyday wear.
From an investment perspective, the thermoelectric wearables market presents compelling opportunities. As the technology continues to improve in efficiency and manufacturability, we can expect to see a proliferation of self-powered wearable devices across various sectors, including consumer electronics, healthcare, and fitness. Companies developing advanced thermoelectric materials, innovative TEG designs, and integrated power management systems for wearables are likely to attract significant investor interest.
The healthcare sector, in particular, stands to benefit greatly from this technology. Self-powered biosensors and medical monitoring devices could revolutionize patient care and remote health monitoring, offering continuous data collection without the need for frequent battery changes or recharging. This application alone represents a substantial market opportunity for investors and innovators in the field.
However, challenges remain. The power output of current TEG systems is still relatively low, limiting their application to low-power devices. Additionally, maintaining consistent performance across varying environmental conditions and user activities poses technical hurdles. Ongoing research is focused on improving the efficiency of thermoelectric materials, optimizing device designs for maximum heat capture and conversion, and developing more sophisticated power management systems.
Thermoelectric generators leveraging body heat represent a promising alternative energy source for wearables and MEMS sensors. The progress made in recent years, from basic thermoelectric watches to advanced, flexible TEG systems capable of powering wireless communication, demonstrates the technology’s potential. As research continues to overcome current limitations and improve efficiency, we can expect to see a new generation of self-powered wearable devices that harness the body’s thermal energy to operate sustainably. This emerging field not only addresses the energy challenges of wearable technology but also opens up new possibilities for continuous, unobtrusive monitoring in various applications, from consumer electronics to healthcare diagnostics.
Thermoelectric Energy Harvesting in Wearables

Figure 4. Thermoelectric generators (TEGs) leveraging body heat represent a transformative and sustainable energy solution for wearable devices, enabling self-powered systems with applications ranging from consumer electronics to healthcare, despite ongoing challenges in efficiency and scalability.
Solar Energy
Solar energy is another alternative energy source for wearables and MEMS sensors that has seen significant advancements in recent years, with solar energy emerging as a promising solution for continuous power generation. Flexible photovoltaics, in particular, have garnered substantial attention due to their ability to conform to various shapes and surfaces, making them ideal for integration into wearable devices.
Flexible photovoltaic cells (PVCs) have undergone rapid development, with researchers focusing on improving their efficiency, durability, and adaptability to wearable applications. Recent studies have demonstrated the potential of organic photovoltaics (OPVs) for wearable devices, owing to their lightweight nature, biosafety, and typically short energy payback time11. These OPVs have shown remarkable progress in power conversion efficiency (PCE), with some flexible OPVs surpassing the 10% threshold11. However, challenges remain in developing ultraflexible OPVs with large active areas (>5 cm²) and high areal power output (>10 mW cm⁻²).
One of the most promising applications of solar energy in wearables is the development of solar-powered smartwatches. As of 2025, several leading manufacturers have introduced advanced solar GPS watches that leverage this technology12,14. For instance, the Garmin fēnix 7 Sapphire GPS Watch with Solar Charging features a 1.3-inch touchscreen display with a scratch-resistant Power Sapphire lens. This watch demonstrates how solar technology can significantly enhance battery life in wearable devices, making them more practical for extended use in outdoor activities12.The integration of solar cells with energy storage devices has led to the creation of self-sustaining energy systems for wearable electronics. These systems combine flexible PVCs with flexible energy storage devices (ESDs) to provide continuous power without the need for external charging15. This approach not only addresses energy and environmental concerns but also enables the development of more autonomous and reliable wearable devices.
Recent innovations have pushed the boundaries of what’s possible with solar-powered wearables. Researchers have developed an ultraflexible energy harvesting and storage system (FEHSS) that integrates high-performance organic photovoltaics with zinc-ion batteries in an ultraflexible configuration11. This system, merely 90 μm thick, boasts a power conversion efficiency exceeding 16% and can generate power output surpassing 10 mW cm⁻², with an energy density beyond 5.82 mWh cm⁻² 11. Such advancements demonstrate the potential for creating highly efficient, flexible, and durable power sources for a wide range of wearable applications.
The application of solar energy in wearables extends beyond consumer electronics. In the field of renewable energy, companies like Solar MEMS are applying expertise from the aerospace sector to develop high-precision solar sensors for terrestrial use13. These Industrial Solar Sensors (ISS) measure the angle of incidence of sunlight and its radiation level, finding applications in solar tracking systems, attitude monitoring, and even drone altitude calculations13.From an investment perspective, the market for solar-powered wearables and MEMS sensors presents significant opportunities. As the technology continues to improve in efficiency, flexibility, and integration capabilities, we can expect to see a proliferation of self-powered wearable devices across various sectors, including consumer electronics, healthcare, and industrial applications. Companies developing advanced photovoltaic materials, innovative flexible solar cell designs, and integrated power management systems for wearables are likely to attract substantial investor interest.
However, challenges remain in the widespread adoption of solar-powered wearables. These include improving the efficiency of energy conversion in low-light conditions, enhancing the durability of flexible solar cells, and further miniaturizing the technology for seamless integration into diverse wearable form factors. Ongoing research is focused on addressing these issues, with promising developments in materials science and device engineering.
Solar energy, particularly flexible photovoltaics, represents a transformative technology for powering wearables and MEMS sensors. The progress made in recent years, from advanced solar-powered smartwatches to ultraflexible energy harvesting systems, demonstrates the technology’s potential to revolutionize the wearable device industry. As research continues to overcome current limitations and improve efficiency, we can expect to see a new generation of self-powered wearable devices that harness solar energy to operate sustainably and autonomously. This emerging field not only addresses the energy challenges of wearable technology but also opens up new possibilities for continuous, unobtrusive monitoring and functionality in various applications, from consumer electronics to healthcare and industrial sectors.
Solar Energy in Wearables Overview

Figure 5. Flexible photovoltaic technology has made significant advancements, enabling the development of highly efficient, ultraflexible, and self-sustaining solar-powered wearable devices, which are poised to revolutionize various sectors from consumer electronics to healthcare and industrial applications.
RF Energy
Radio Frequency (RF) energy harvesting has emerged as a promising alternative energy source for wearables, MEMS sensors, and low-power IoT devices. This technology harnesses ambient RF signals from various sources such as Wi-Fi, cellular networks, and radio broadcasts to power electronic devices without the need for traditional batteries.
The concept of RF energy harvesting relies on the principle of converting ambient radiofrequency signals into usable direct current (DC) voltage. This process involves three key components: a receiving antenna to capture RF signals, an impedance matching circuit to optimize power transfer, and an AC-DC rectifier to convert the collected signals into electrical power17. The efficiency of these components significantly impacts the amount of energy that can be harvested and utilized by the device.
Recent advancements in RF energy harvesting have shown promising results. In July 2024, researchers from the National University of Singapore developed a prototype energy harvesting module capable of converting ambient RF signals into DC voltage, even at power levels below -20 dBm16. This breakthrough addresses one of the primary challenges in RF energy harvesting: the low power density of ambient RF signals. By improving the sensitivity and efficiency of the harvesting technology, it becomes possible to power small electronic devices in environments with weak RF signals.
The potential applications for RF energy harvesting in wearables and IoT devices are vast. Low-power IoT devices, in particular, stand to benefit significantly from this technology. These devices, which often require minimal power to operate, can potentially function for years using energy harvested from ambient RF sources18. This capability is particularly valuable in scenarios where frequent battery replacement or manual charging is impractical, such as in large-scale sensor networks or remote monitoring systems.
One of the key advantages of RF energy harvesting is its ability to provide continuous power to devices without the need for direct physical contact or line of sight. Unlike other wireless charging methods, RF energy transfer can power devices over longer distances and through obstacles20. This makes it ideal for powering sensors in smart buildings, electronic shelf labels, inventory tags, and various other low-power IoT applications in industrial and retail settings.
However, challenges remain in the widespread adoption of RF energy harvesting. The amount of energy that can be harvested from ambient RF sources is typically low, with power densities varying significantly depending on the source and location. A survey conducted in London revealed that GSM-900 and GSM-1800 signals offered the highest power densities among ambient RF sources, with maximum received power levels of -21.2 dBm and -15.3 dBm respectively17. While these levels are sufficient for some low-power applications, they may not meet the energy requirements of more power-hungry devices.
To address these limitations, researchers are exploring various approaches to enhance the efficiency of RF energy harvesting systems. These include developing more sensitive rectenna designs, improving impedance matching techniques, and creating multi-band harvesters capable of capturing energy from a wider range of RF sources19. Additionally, the integration of RF energy harvesting with other energy harvesting technologies, such as solar or thermal, could provide a more robust and reliable power source for wearable and IoT devices.
From an investment perspective, the RF energy harvesting market presents significant opportunities. As the technology continues to improve and the demand for self-powered IoT devices grows, companies developing advanced RF harvesting solutions are likely to see increased interest. Key areas for investment include the development of highly efficient rectenna designs, integrated power management systems, and scalable manufacturing processes for RF energy harvesting components.
RF energy harvesting represents a promising alternative energy source for wearables, MEMS sensors, and low-power IoT devices. While challenges remain in terms of energy density and efficiency, ongoing research and development efforts are steadily improving the technology’s capabilities. As RF energy harvesting systems become more efficient and cost-effective, we can expect to see a proliferation of self-powered devices across various sectors, from consumer electronics to industrial IoT applications. This emerging field not only addresses the energy challenges of wearable and IoT technology but also opens up new possibilities for creating truly autonomous and maintenance-free devices in the coming years.
RF Energy Harvesting: Components, Advancements, and Applications

Figure 6. RF energy harvesting offers a transformative solution for powering low-power wearables and IoT devices by converting ambient RF signals into sustainable energy, enabling autonomous, battery-free operation despite challenges in energy density and efficiency.
Emerging Trends
Emerging trends in alternative energy sources for wearables and MEMS sensors are changing the landscape of self-powered devices, with hybrid energy systems, nanotechnology-enhanced materials, and wearable biofuel cells leading the way. These advancements not only address the limitations of traditional power sources but also unlock new investment opportunities in this rapidly growing field.
Hybrid Energy Systems Combining Multiple Sources
Hybrid energy systems that integrate multiple energy harvesting techniques are becoming increasingly popular for wearable and MEMS sensor applications. By combining complementary energy sources, such as solar, RF, mechanical, or thermal energy, these systems can achieve higher efficiency and reliability. For instance, the eMeD system integrates a hybrid photovoltaic-RF energy harvester to power wearable medical devices that monitor vital signs like heart rate and body temperature. This approach significantly reduces dependence on battery energy while enabling sustainable long-term operation for Internet of Medical Things (IoMT) applications. The system demonstrated a maximum conversion efficiency of 14.35% and reduced current consumption from 31 mA to 18.6 mA, showcasing the potential for hybrid systems to enhance device performance and longevity21.
Hybrid systems are particularly advantageous in scenarios where a single energy source may not be sufficient due to environmental constraints. For example, RF energy can complement solar harvesting by providing power in indoor or low-light conditions. Advances in load-switching algorithms and energy management circuits further optimize these systems, making them suitable for continuous monitoring applications in healthcare, fitness, and industrial IoT devices. The integration of hybrid harvesters into wearables represents a significant investment opportunity as demand grows for autonomous, maintenance-free devices.
Nanotechnology-Enhanced Harvesting Materials
Nanotechnology is playing a critical role in enhancing the efficiency and scalability of energy harvesting devices. Nanomaterials such as nanowires, quantum dots, and two-dimensional materials like graphene have been shown to significantly improve the performance of energy harvesters by increasing surface area and optimizing energy conversion properties. For example, nanostructured electrodes integrated into piezoelectric or thermoelectric generators enhance their ability to capture mechanical or thermal energy from ambient sources22,25.
Recent research has focused on developing nanoscale materials tailored for specific energy harvesting applications. For instance, piezoelectric nanogenerators (PENGs) incorporating nanowires have demonstrated superior vibration-to-electricity conversion rates, while thermoelectric nanomaterials improve heat-to-electricity efficiency under small temperature differentials. Additionally, nanotechnology has enabled the creation of highly flexible and durable materials that conform to the human body, making them ideal for wearable applications.
The use of nanotechnology also extends to hybrid systems. By integrating nanoscale components into multi-source harvesters, researchers have achieved significant improvements in overall system efficiency and adaptability. For example, multiscale metamaterials have been employed to optimize electromagnetic energy harvesting from RF signals while maintaining compatibility with other harvesting methods25,27. These advancements present lucrative opportunities for investors interested in next-generation materials and nanosystems for wearable technology.
Wearable Biofuel Cells Using Sweat or Glucose
Wearable biofuel cells (BFCs) represent another groundbreaking trend in alternative energy sources for wearables. These devices generate electricity by leveraging biochemical reactions involving bodily fluids such as sweat or glucose. Recent developments include lactate-based biofuel cells that extract energy from sweat to power biosensors and wireless communication devices. A novel design using water-repellent paper substrates has enabled cost-effective mass production of these cells through screen printing techniques23.
One notable example is a six-stack glucose biofuel cell integrated into sportswear and bandages. This system successfully generated sufficient power (80.2 µW) to operate a sports watch directly from human sweat26. Similarly, perspiration-powered electronic skin (PPES) combines lactate fuel cells with integrated supercapacitors to provide stable energy output over extended periods while enabling continuous monitoring of metabolic analytes such as glucose and pH levels28. These innovations demonstrate the feasibility of using biofuel cells for health monitoring and fitness applications.
While wearable BFCs offer significant potential, challenges remain in ensuring consistent power output due to irregular sweating or glucose levels. To address these issues, researchers are exploring hybrid designs that combine BFCs with other harvesting technologies like thermoelectric generators or supercapacitors to stabilize energy supply24,28. The scalability and low-cost fabrication of BFCs make them an attractive option for mass-market wearables, presenting substantial investment opportunities in healthcare-focused wearables.
Investment Opportunities
The convergence of hybrid systems, nanotechnology-enhanced materials, and biofuel cells is driving innovation in alternative energy sources for wearables and MEMS sensors. Each trend offers unique advantages that cater to different application domains—from IoMT devices requiring continuous monitoring to consumer electronics demanding flexibility and durability.
Investors can capitalize on these advancements by targeting companies developing advanced hybrid harvesters or nanoscale materials optimized for wearable applications. Additionally, the healthcare sector presents significant growth potential with biofuel cell-powered biosensors capable of revolutionizing patient monitoring and diagnostics.
Finally, emerging trends in alternative energy sources are reshaping the future of wearables and MEMS sensors by enabling self-powered operation through innovative technologies like hybrid systems, nanotechnology-enhanced materials, and wearable biofuel cells. These advancements not only address existing limitations but also open up new possibilities for creating sustainable and autonomous devices across various industries. As research continues to overcome current challenges, this field offers immense potential for technological breakthroughs and lucrative investment opportunities in the coming years.
Mapping Emerging Trends in Wearable Energy Sources

Figure 7. Emerging trends in alternative energy sources, including hybrid energy systems, nanotechnology-enhanced materials, and wearable biofuel cells, are transforming wearable and MEMS sensor technology by enabling self-powered, sustainable, and autonomous devices with vast potential across healthcare, IoT, and consumer electronics.
