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Page 2 of 21                           Tang et al. Soft Sci. 2025, 5, 11  https://dx.doi.org/10.20517/ss.2024.62



               INTRODUCTION
               The miniaturization and integration of electronic devices have spurred the swift evolution of implantable
                                     [1-3]
               and wearable electronics . Those electronics are promising tools for detecting or monitoring various
               signals for healthcare and environment awareness because of their potential for sensing applications. The
               performance of sensors can be achieved by their intrinsic awesome characteristics such as their sensitivity
               and wide detecting range. However, their novelty and comprehensive performance can be accomplished by
               the combination of material science, energy efficiency, and integration with cutting-edge technologies. Self-
               powered technologies including triboelectric, piezoelectric, photovoltaic, and thermoelectric (TE) sensors
               have made significant strides, offering strategies for eliminating the need for external power sources and
                                         [4-6]
               frequent battery replacement . Among them, TE materials and conversion systems are increasingly
               recognized for their distinct advantages over traditional power conversion methods, particularly in their
               silent operation, simplicity of design, and exceptional reliability. These systems have the potential to
               efficiently detect the heat fluctuations generated from various sources, such as industrial processes, vehicle
               exhaust systems, and even human body heat, and convert them into usable electrical energy without the
               need for complex mechanical parts, which can inherently increase their reliability [7-10] . Unlike triboelectric
               and piezoelectric sensors, TE sensors do not need mechanical motion and external force to operate and can
               function with a steadier and more consistent energy source - namely, a temperature gradient. Photovoltaic
               sensors convert light into electricity and are ideal for environments with ample light. However, they
               perform poorly in low-light conditions, whereas TE sensors can operate effectively with a steadier energy
               source [4-6,11] . Therefore, due to the capabilities of TE materials in thermal-electrical signal conversion, TE
               techniques have been explored for advanced application in biosensing [12,13] .

               Among the myriad scenarios, physiological signals monitoring for healthcare use stands out as a pivotal
               application for biosensors. Particularly, sensor technology has evolved from basic detection mechanisms to
               sophisticated, multifunctional devices capable of real-time health monitoring and environmental
               sensing [14-18] . With the surging development of sensor hardware and wearable sensors, biosensors could
               realize high-precision and highly comfortable monitoring [19-21] . Moreover, the combination of the internet of
               things (IoT) with wearable biosensors enables continuous and remote monitoring . By perceiving
                                                                                           [22]
               physiological signals, analyzing data with algorithms, and even triggering alarms in extreme conditions,
               these biosensors could be used to inform healthcare decisions and improve patient care . Recent progress
                                                                                         [15]
               of multi-channel sensors could track various human health parameters, allowing for a more comprehensive
               understanding of the users . Additionally, the TE technique also offers a novel solution for continuous
                                      [23]
               monitoring, providing energy for the sensors without occasionally replacing the power supply. Hence,
                                                                                [24]
               detecting human signals is a promising issue for the application of biosensors .
               In environmental monitoring, TE sensors are being used to detect changes in temperature and humidity,
               which are pivotal for assessing ambient conditions [14,16] . These sensors are particularly crucial in fire
               monitoring applications where early detection can be a matter of life and property safety [25,26] . Recent
               advancements in TE technology have enabled the development of self-powered, rapid-response fire warning
               systems that utilize the temperature gradients present during a fire event to generate an electrical signal,
               thereby enhancing detection efficiency and reliability.

               The flexibility of these sensors is crucial for comfortable, long-term wear, and it is achieved using materials
               such as polyimide (PI) substrates and thin-film TE materials such as Bi Te . However, their application in
                                                                              [27]
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               wearable sensors can be limited by mechanical brittleness and suboptimal performance under flexible
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