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Zhao J, Yang Y, Bo L, Qi J, Zhu Y. Research Progress on Applying Intelligent Sensors in Sports Science. SENSORS (BASEL, SWITZERLAND) 2024; 24:7338. [PMID: 39599115 PMCID: PMC11598178 DOI: 10.3390/s24227338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Revised: 11/07/2024] [Accepted: 11/08/2024] [Indexed: 11/29/2024]
Abstract
Smart sensors represent a significant advancement in modern sports science, and their effective use enhances the ability to monitor and analyze athlete performance in real time. The integration of these sensors has enhanced the accuracy of data collection related to physical activity, biomechanics, and physiological responses, thus providing valuable insights for performance optimization, injury prevention, and rehabilitation. This paper provides an overview of the research progress in the application of smart sensors in the field of sports science; highlights the current advances, challenges, and future directions in the deployment of smart sensor technologies; and anticipates their transformative impact on sports science and athlete development.
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Affiliation(s)
- Jingjing Zhao
- Physical Education Teaching Department, China University of Petroleum (East China), Qingdao 266580, China;
| | - Yulong Yang
- College of New Energy, China University of Petroleum (East China), Qingdao 266580, China; (Y.Y.); (Y.Z.)
| | - Leng Bo
- College of Education, Beijing Sports University, Beijing 100091, China;
| | - Jiantao Qi
- College of New Energy, China University of Petroleum (East China), Qingdao 266580, China; (Y.Y.); (Y.Z.)
| | - Yongqiang Zhu
- College of New Energy, China University of Petroleum (East China), Qingdao 266580, China; (Y.Y.); (Y.Z.)
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2
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Wang Y, Cai W, Zhang Y, Ji J, Zheng H, Yan D, Liu X. Superhydrophobic wearable sensor: fabrication, application, and perspective. DISCOVER NANO 2024; 19:176. [PMID: 39514134 PMCID: PMC11549076 DOI: 10.1186/s11671-024-04138-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024]
Abstract
Wearable sensors have attracted considerable interest due to their ability to detect a variety of information generated by human physiological activities through physical and chemical means. The performance of wearable sensors is limited by their stability, and endowing wearable sensors with superhydrophobicity is one of the means to enable them to maintain excellent performance in harsh environments. This review emphasizes the imperative progress in flexible superhydrophobic sensors for wearable devices. Besides, the wettability principle and the mechanism of wearable sensors are briefly introduced to propose the combination of superhydrophobicity and wearable sensors. Next, superhydrophobic substrates for wearable sensors, including but not limited to, polydimethylsiloxane, polyurethane, gel, rubber, and fabric, are described in depth, and also the respective fabrication processes and performances. Moreover, the utility of superhydrophobic wearable sensors in a normal intelligent environment is described, highlighting their application in monitoring physiological signals, such as physical movement, pulse, vibration, temperature, perspiration, respiration, and so on. Finally, this review evaluates the challenges and dilemmas that wearable sensors must be overcome for further development and improve the functional performance of wearable sensors, paving the way for their expansion into advanced wearable sensing systems.
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Affiliation(s)
- Yanan Wang
- State Key Laboratory of High-performance Precision Manufacturing, Dalian University of Technology, Dalian, 116024, People's Republic of China
| | - Wen Cai
- State Key Laboratory of High-performance Precision Manufacturing, Dalian University of Technology, Dalian, 116024, People's Republic of China
| | - Yonghui Zhang
- State Key Laboratory of High-performance Precision Manufacturing, Dalian University of Technology, Dalian, 116024, People's Republic of China.
| | - Jiajun Ji
- State Key Laboratory of High-performance Precision Manufacturing, Dalian University of Technology, Dalian, 116024, People's Republic of China
| | - Huanxi Zheng
- State Key Laboratory of High-performance Precision Manufacturing, Dalian University of Technology, Dalian, 116024, People's Republic of China.
| | - Defeng Yan
- State Key Laboratory of High-performance Precision Manufacturing, Dalian University of Technology, Dalian, 116024, People's Republic of China.
| | - Xin Liu
- State Key Laboratory of High-performance Precision Manufacturing, Dalian University of Technology, Dalian, 116024, People's Republic of China
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3
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Li M, Pu J, Cao Q, Zhao W, Gao Y, Meng T, Chen J, Guan C. Recent advances in hydrogel-based flexible strain sensors for harsh environment applications. Chem Sci 2024:d4sc05295a. [PMID: 39430943 PMCID: PMC11488682 DOI: 10.1039/d4sc05295a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Accepted: 10/08/2024] [Indexed: 10/22/2024] Open
Abstract
Flexible strain sensors are broadly investigated in electronic skins and human-machine interaction due to their light weight, high sensitivity, and wide sensing range. Hydrogels with unique three-dimensional network structures are widely used in flexible strain sensors for their exceptional flexibility and adaptability to mechanical deformation. However, hydrogels often suffer from damage, hardening, and collapse under harsh conditions, such as extreme temperatures and humidity levels, which lead to sensor performance degradation or even failure. In addition, the failure mechanism in extreme environments remains unclear. In this review, the performance degradation and failure mechanism of hydrogel flexible strain sensors under various harsh conditions are examined. Subsequently, strategies towards the environmental tolerance of hydrogel flexible strain sensors are summarized. Finally, the current challenges of hydrogel flexible strain sensors in harsh environments are discussed, along with potential directions for future development and applications.
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Affiliation(s)
- Miaoyu Li
- Institute of Flexible Electronics and Intelligent Textile, Xi'an Polytechnic University Xi'an 710048 P. R. China
- School of Textile Science and Engineering, Xi'an Polytechnic University Xi'an 710048 P. R. China
| | - Jie Pu
- Institute of Flexible Electronics, Northwestern Polytechnical University Xi'an 710072 P. R. China
| | - Qinghe Cao
- Institute of Flexible Electronics, Northwestern Polytechnical University Xi'an 710072 P. R. China
| | - Wenbo Zhao
- Institute of Flexible Electronics, Northwestern Polytechnical University Xi'an 710072 P. R. China
| | - Yong Gao
- Institute of Flexible Electronics, Northwestern Polytechnical University Xi'an 710072 P. R. China
| | - Ting Meng
- Institute of Flexible Electronics, Northwestern Polytechnical University Xi'an 710072 P. R. China
| | - Jipeng Chen
- Institute of Flexible Electronics, Northwestern Polytechnical University Xi'an 710072 P. R. China
| | - Cao Guan
- Institute of Flexible Electronics and Intelligent Textile, Xi'an Polytechnic University Xi'an 710048 P. R. China
- Institute of Flexible Electronics, Northwestern Polytechnical University Xi'an 710072 P. R. China
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4
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Qu M, Zhu M, Lv Y, Liu Q, Li J, Gao Y, Sun CL, He J. Hydrophobic TPU/CNTs-ILs Ionogel as a Reliable Multimode and Flexible Wearable Sensor for Motion Monitoring, Information Transfer, and Underwater Sensing. ACS APPLIED MATERIALS & INTERFACES 2024; 16:35626-35638. [PMID: 38943621 DOI: 10.1021/acsami.4c08196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/01/2024]
Abstract
Ionogel-based sensors have gained widespread attention in recent years due to their excellent flexibility, biocompatibility, and multifunctionality. However, the adaptation of ionogel-based sensors in extreme environments (such as humid, acidic, alkaline, and salt environments) has rarely been studied. Here, thermoplastic polyurethane/carbon nanotubes-ionic liquids (TPU/CNTs-ILs) ionogels with a complementary sandpaper morphology on the surface were prepared by a solution-casting method with a simple sandpaper as the template, and the hydrophobic flexible TPU/CNTs-ILs ionogel-based sensor was obtained by modification using nanoparticles modified with cetyltrimethoxysilane. The hydrophobicity improves the environmental resistance of the sensor. The ionogel-based sensor exhibits multimode sensing performance and can accurately detect response signals from strain (0-150%), pressure (0.1-1 kPa), and temperature (30-100 °C) stimuli. Most importantly, the hydrophobic TPU/CNTs-ILs ionogel-based sensors can be used not only as wearable strain sensors to monitor human motion signals but also for information transfer, writing recognition systems, and underwater activity monitoring. Thus, the hydrophobic TPU/CNTs-ILs ionogel-based sensor offers a new strategy for wearable electronics, especially for applications in extreme environments.
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Affiliation(s)
- Mengnan Qu
- College of Chemistry and Chemical Engineering, Xi'an University of Science and Technology, Xi'an 710054, China
| | - Menglin Zhu
- College of Chemistry and Chemical Engineering, Xi'an University of Science and Technology, Xi'an 710054, China
| | - Yanqing Lv
- College of Chemistry and Chemical Engineering, Xi'an University of Science and Technology, Xi'an 710054, China
| | - Qinghua Liu
- College of Chemistry and Chemical Engineering, Xi'an University of Science and Technology, Xi'an 710054, China
- College of Energy, Xi'an University of Science and Technology, Xi'an 710054, China
| | - Jiehui Li
- College of Chemistry and Chemical Engineering, Xi'an University of Science and Technology, Xi'an 710054, China
- College of Energy, Xi'an University of Science and Technology, Xi'an 710054, China
| | - Yuhang Gao
- College of Chemistry and Chemical Engineering, Xi'an University of Science and Technology, Xi'an 710054, China
| | - Cai-Li Sun
- College of Chemistry and Chemical Engineering, Xi'an University of Science and Technology, Xi'an 710054, China
| | - Jinmei He
- College of Chemistry and Chemical Engineering, Xi'an University of Science and Technology, Xi'an 710054, China
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5
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He Y, Xu X, Xiao S, Wu J, Zhou P, Chen L, Liu H. Research Progress and Application of Multimodal Flexible Sensors for Electronic Skin. ACS Sens 2024; 9:2275-2293. [PMID: 38659386 DOI: 10.1021/acssensors.4c00307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/26/2024]
Abstract
In recent years, wearable electronic skin has garnered significant attention due to its broad range of applications in various fields, including personal health monitoring, human motion perception, human-computer interaction, and flexible display. The flexible multimodal sensor, as the core component of electronic skin, can mimic the multistimulus sensing ability of human skin, which is highly significant for the development of the next generation of electronic devices. This paper provides a summary of the latest advancements in multimodal sensors that possess two or more response capabilities (such as force, temperature, humidity, etc.) simultaneously. It explores the relationship between materials and multiple sensing capabilities, focusing on both active materials that are the same and different. The paper also discusses the preparation methods, device structures, and sensing properties of these sensors. Furthermore, it introduces the applications of multimodal sensors in human motion and health monitoring, as well as intelligent robots. Finally, the current limitations and future challenges of multimodal sensors will be presented.
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Affiliation(s)
- Yin He
- School of Textile Science and Engineering, Tiangong University Tianjin 300387, P. R. China
- Institute of Smart Wearable Electronic Textiles, Tiangong University Tianjin 300387, P. R. China
- Yi mai Artificial Intelligence Medical Technology, Tianjin 300384, China
| | - Xiaoxuan Xu
- School of Textile Science and Engineering, Tiangong University Tianjin 300387, P. R. China
- Institute of Smart Wearable Electronic Textiles, Tiangong University Tianjin 300387, P. R. China
| | - Shuang Xiao
- School of Textile Science and Engineering, Tiangong University Tianjin 300387, P. R. China
- Institute of Smart Wearable Electronic Textiles, Tiangong University Tianjin 300387, P. R. China
- Xinxing Cathay (Shanghai) Engineering Science and Technology Research Institute Co., Ltd., Shanghai 201400, China
| | - Junxian Wu
- School of Textile Science and Engineering, Tiangong University Tianjin 300387, P. R. China
- Institute of Smart Wearable Electronic Textiles, Tiangong University Tianjin 300387, P. R. China
- Winner Medical (Wuhan) Co., Ltd., Wuhan 430415, Hubei province, China
| | - Peng Zhou
- Institute of Medical Engineering and Translational Medicine, Tianjin University, Tianjin 300072, China
- Yi mai Artificial Intelligence Medical Technology, Tianjin 300384, China
| | - Li Chen
- School of Textile Science and Engineering, Tiangong University Tianjin 300387, P. R. China
- Institute of Smart Wearable Electronic Textiles, Tiangong University Tianjin 300387, P. R. China
| | - Hao Liu
- School of Textile Science and Engineering, Tiangong University Tianjin 300387, P. R. China
- Institute of Smart Wearable Electronic Textiles, Tiangong University Tianjin 300387, P. R. China
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6
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Qin Y, Wei E, Cui C, Xie J. High Tensile, Antibacterial, and Conductive Hydrogel Sensor with Multiple Cross-Linked Networks Based on PVA/Sodium Alginate/Zinc Oxide. ACS OMEGA 2024; 9:16851-16859. [PMID: 38617655 PMCID: PMC11007832 DOI: 10.1021/acsomega.4c01860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 03/05/2024] [Accepted: 03/15/2024] [Indexed: 04/16/2024]
Abstract
Hydrogel sensors have attracted a lot of attention due to their great significance for biosensors and human detection, especially their antibacterial properties when in direct contact with the human body. However, it is challenging to improve mechanical and antibacterial performance simultaneously. In this study, by using ultrasonic dispersion technology to attach zinc oxide to cellulose and adding sodium alginate, a multiple cross-linking network is generated, which effectively solves this problem. The proposed poly(vinyl alcohol)/sodium alginate/zinc oxide/hydrogel sensor exhibits not only excellent biocompatibility but also high tensile properties (strain above 2000%). Besides, the sensor also has an antibacterial function (against Escherichia coli and Staphylococcus aureus). The hydrogel acts as a strain sensor and biosensor; it can also be used as a human health detection sensor; its high tensile properties can detect large tensile deformation and small changes in force, such as finger bending, knee bending, and other joint movements, and can also be used as a sound detection sensor to detect speech and breathing. This study provides a simple method to prepare hydrogel sensors that can be useful for human health detection and biosensor development.
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Affiliation(s)
- Yafei Qin
- Faculty of Mechanical and
Electrical Engineering, Kunming University
of Science and Technology, Kunming 650093, China
| | - Erjiong Wei
- Faculty of Mechanical and
Electrical Engineering, Kunming University
of Science and Technology, Kunming 650093, China
| | - Chenkai Cui
- Faculty of Mechanical and
Electrical Engineering, Kunming University
of Science and Technology, Kunming 650093, China
| | - Jiegao Xie
- Faculty of Mechanical and
Electrical Engineering, Kunming University
of Science and Technology, Kunming 650093, China
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7
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Chen S, Liu D, Chen W, Chen H, Li J, Wang J. Ultrasensitive and ultrastretchable metal crack strain sensor based on helical polydimethylsiloxane. BEILSTEIN JOURNAL OF NANOTECHNOLOGY 2024; 15:270-278. [PMID: 38440321 PMCID: PMC10910384 DOI: 10.3762/bjnano.15.25] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Accepted: 02/08/2024] [Indexed: 03/06/2024]
Abstract
The majority of crack sensors do not offer simultaneously both a significant stretchability and an ultrahigh sensitivity. In this study, we present a straightforward and cost-effective approach to fabricate metal crack sensors that exhibit exceptional performance in terms of ultrahigh sensitivity and ultrahigh stretchability. This is achieved by incorporating a helical structure into the substrate through a modeling process and, subsequently, depositing a thin film of gold onto the polydimethylsiloxane substrate via sputter deposition. The metal thin film is then pre-stretched to generate microcracks. The sensor demonstrates a remarkable stretchability of 300%, an exceptional sensitivity with a maximum gauge factor reaching 107, a rapid response time of 158 ms, minimal hysteresis, and outstanding durability. These impressive attributes are attributed to the deliberate design of geometric structures and careful selection of connection types for the sensing materials, thereby presenting a novel approach to fabricating stretchable and highly sensitive crack-strain sensors. This work offers a universal platform for constructing strain sensors with both high sensitivity and stretchability, showing a far-reaching significance and influence for developing next-generation practically applicable soft electronics.
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Affiliation(s)
- Shangbi Chen
- Shanghai Xin Yue Lian Hui Electronic Technology Co. Ltd, Shanghai, P.R. China
- Inertial Technology Division, Shanghai Aerospace Control Technology Institute, Shanghai, P.R. China
| | - Dewen Liu
- Shanghai Xin Yue Lian Hui Electronic Technology Co. Ltd, Shanghai, P.R. China
- Inertial Technology Division, Shanghai Aerospace Control Technology Institute, Shanghai, P.R. China
| | - Weiwei Chen
- Department of Nursing, Shanghai General Hospital, Shanghai Jiao Tong University School of Nursing, Shanghai, P.R. China
| | - Huajiang Chen
- Shanghai Xin Yue Lian Hui Electronic Technology Co. Ltd, Shanghai, P.R. China
| | - Jiawei Li
- Inertial Technology Division, Shanghai Aerospace Control Technology Institute, Shanghai, P.R. China
| | - Jinfang Wang
- Inertial Technology Division, Shanghai Aerospace Control Technology Institute, Shanghai, P.R. China
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8
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Zhou X, Zang H, Guan Y, Li S, Liu M. Superhydrophobic Flexible Strain Sensors Constructed Using Nanomaterials: Their Fabrications and Sustainable Applications. NANOMATERIALS (BASEL, SWITZERLAND) 2023; 13:2639. [PMID: 37836280 PMCID: PMC10574333 DOI: 10.3390/nano13192639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/16/2023] [Accepted: 09/18/2023] [Indexed: 10/15/2023]
Abstract
Superhydrophobic flexible strain sensors, which combine superhydrophobic coatings with highly sensitive flexible sensors, significantly enhance sensor performance and expand applications in human motion monitoring. Superhydrophobic coatings provide water repellency, surface self-cleaning, anti-corrosion, and anti-fouling properties for the sensors. Additionally, they enhance equipment durability. At present, many studies on superhydrophobic flexible sensors are still in the early research stage; the wear resistance and stability of sensors are far from reaching the level of industrial application. This paper discusses fundamental theories such as the wetting mechanism, tunneling effect, and percolation theory of superhydrophobic flexible sensors. Additionally, it reviews commonly used construction materials and principles of these sensors. This paper discusses the common preparation methods for superhydrophobic flexible sensors and summarizes the advantages and disadvantages of each method to identify the most suitable approach. Additionally, this paper summarizes the wide-ranging applications of the superhydrophobic flexible sensor in medical health, human motion monitoring, anti-electromagnetic interference, and de-icing/anti-icing, offering insights into these fields.
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Affiliation(s)
- Xiaodong Zhou
- School of Mechanical Engineering, Shandong University of Technology, Zibo 255000, China; (X.Z.); (H.Z.)
| | - Hongxin Zang
- School of Mechanical Engineering, Shandong University of Technology, Zibo 255000, China; (X.Z.); (H.Z.)
| | - Yong Guan
- Shandong Inov Polyurethane Co., Ltd., Zibo 255000, China
| | - Shuangjian Li
- National Engineering Laboratory of Modern Materials Surface Engineering Technology, Institute of New Materials, Guangdong Academy of Sciences, Guangzhou 510651, China
| | - Mingming Liu
- School of Mechanical Engineering, Shandong University of Technology, Zibo 255000, China; (X.Z.); (H.Z.)
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Li X, Sun F. An Ultrastretchable Gradient Ionogel Induced by a Self-Floating Strategy for Strain Sensing. ACS APPLIED MATERIALS & INTERFACES 2023; 15:37717-37727. [PMID: 37523492 DOI: 10.1021/acsami.3c06894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/02/2023]
Abstract
The fabrication of gradient ionogels for flexible strain sensors remains challenging because of the complex preparation procedures, and it is still difficult to prepare highly stretchable ionogels (strain > 10000%). In this study, a strategy is proposed to successfully fabricate gradient ionogels and apply them to flexible strain sensors by utilizing the self-floating character of the polysiloxane cross-linker. A gradient ionogel with ultrahigh stretchability (>14000%) is prepared via a one-step in situ photopolymerization process of the precursor with long-chain poly(dimethylsiloxane) bis(2-methyl acrylate) (PDMSMA). PDMSMA, which has a self-floating ability and excellent flexibility, induces a gradient composition distribution in the ionogel, thereby endowing the ionogel with superior stretchability and gradient changes in conductivity and adhesivity from the top to the bottom layer. Because of multiple molecular interactions, the bottom surface of the ionogel possesses good resilience and self-adhesion, whereas the top surface, which has a high PDMSMA content, shows a nonsticky performance. As a result, a singular gradient ionogel having both a sticky bottom surface and a nonsticky top surface is achieved. Furthermore, the flexible strain sensor that is created based on these gradient ionogels exhibits high sensitivity (its gauge factor reaching 5.08), a wide detection range (1-1500%), fast response times, and good linearity. Notably, the detection signal remains repeatable over 1000 uninterrupted strain cycles. The fabricated strain sensor was further utilized to monitor joint movements and physiological signals. This work provides a facile strategy for fabricating gradient ionogels and shows their application potential in the field of flexible electronics.
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Affiliation(s)
- Xuechun Li
- College of Chemistry, Beijing University of Chemical Technology, Beijing 100029, People's Republic of China
| | - Fang Sun
- College of Chemistry, Beijing University of Chemical Technology, Beijing 100029, People's Republic of China
- Anqing Research Institute, Beijing University of Chemical Technology, Anqing 246000, People's Republic of China
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Xia H, Ma H, Sun D, Chen Z, Wang S, Li P, Huang J, Gui C. Fabrication of Textured Ni-Coated Carbon Tubes for a Flexible Strain Sensor: Effect of the Device Elastic Modulus on Sensor Performance. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2023. [PMID: 37368651 DOI: 10.1021/acs.langmuir.3c01168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/29/2023]
Abstract
The exploration of flexible resistive sensors with excellent performance remains a challenge. In this paper, a nickel-coated carbon tube with a textured structure was prepared as a conductive sensitive material and inserted into the poly(dimethylsiloxane) (PDMS) polymer; interestingly, the sensor performance was controlled by the elastic modulus of the matrix resin. The results show that Pd2+ may be adsorbed by the active groups on the surface of a plant fiber as a catalytic center for the reduction of Ni2+. After 300 °C annealing, the inner plant fiber would be carbonized and attached to the outside of the nickel tube; to be precise, the textured Ni-encapsulated C tube was fabricated successfully. It is worth noting that the C tube serves as a layer of support for the external Ni coating, providing sufficient mechanical strength. In addition, resistance sensors with different properties were prepared by controlling the elasticity modulus of the PDMS polymer by introducing different contents of curing agents. The limit uniaxial tensile strain was enhanced from 42 to 49% and sensitivity reduced from 0.2 to 2.0% with the elasticity modulus of the matrix resin increasing from 0.32 to 2.2 MPa. As expected, the sensor is obviously appropriate for the detection of elbow joints, human speaking, and human joints with the reduction of the elasticity modulus of the matrix resin. To be precise, the optimal elastic modulus of the sensor matrix resin would facilitate the improvement of its sensitivity to monitor different human behaviors.
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Affiliation(s)
- Housheng Xia
- School of Biological and Chemical Engineering, Zhejiang University of Science and Technology, Hangzhou City 310023, China
| | - Haodong Ma
- School of Energy Materials and Chemical Engineering, Hefei University, Hefei City 230601, China
- Guangxi Key Laboratory of Calcium Carbonate Resources Comprehensive Utilization, College of Materials and Chemical Engineering, Hezhou University, Hezhou City 542899, China
| | - Di Sun
- School of Energy Materials and Chemical Engineering, Hefei University, Hefei City 230601, China
- Guangxi Key Laboratory of Calcium Carbonate Resources Comprehensive Utilization, College of Materials and Chemical Engineering, Hezhou University, Hezhou City 542899, China
| | - Zhenming Chen
- School of Energy Materials and Chemical Engineering, Hefei University, Hefei City 230601, China
- Guangxi Key Laboratory of Calcium Carbonate Resources Comprehensive Utilization, College of Materials and Chemical Engineering, Hezhou University, Hezhou City 542899, China
| | - Shufeng Wang
- School of Energy Materials and Chemical Engineering, Hefei University, Hefei City 230601, China
| | - Peng Li
- Guangxi Key Laboratory of Calcium Carbonate Resources Comprehensive Utilization, College of Materials and Chemical Engineering, Hezhou University, Hezhou City 542899, China
| | - Junjun Huang
- School of Energy Materials and Chemical Engineering, Hefei University, Hefei City 230601, China
- Guangxi Key Laboratory of Calcium Carbonate Resources Comprehensive Utilization, College of Materials and Chemical Engineering, Hezhou University, Hezhou City 542899, China
| | - Chengmei Gui
- School of Energy Materials and Chemical Engineering, Hefei University, Hefei City 230601, China
- School of Chemistry and Chemical Engineering, Chaohu University, Hefei City 230009, China
- Guangxi Key Laboratory of Calcium Carbonate Resources Comprehensive Utilization, College of Materials and Chemical Engineering, Hezhou University, Hezhou City 542899, China
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11
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Tian Z, Qin W, Wang Y, Li X, Gu C, Chen J, Yang M, Feng L, Chen J, Qiao H, Yin S. Ultra-stable strain/ humidity dual-functional flexible wearable sensor based on brush-like AgNPs@CNTs@TPU heterogeneous structure. Colloids Surf A Physicochem Eng Asp 2023. [DOI: 10.1016/j.colsurfa.2023.131398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023]
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12
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Flexible Conductive Ag-CNTs Sponge with Corrosion Resistance for Wet Condition Sensing and Human Motion Detection. Colloids Surf A Physicochem Eng Asp 2022. [DOI: 10.1016/j.colsurfa.2022.130427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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13
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Zeng Q, Lai D, Ma P, Lai X, Zeng X, Li H. Fabrication of conductive and superhydrophobic poly(lactic acid) nonwoven fabric for human motion detection. J Appl Polym Sci 2022. [DOI: 10.1002/app.52453] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Qingtao Zeng
- School of Materials Science and Engineering, Key Lab of Guangdong Province for High Property and Functional Polymer Materials South China University of Technology Guangzhou China
- The Key Laboratory of Synthetic and Biological Colloids, Ministry of Education Jiangnan University Wuxi China
| | - Dehui Lai
- School of Materials Science and Engineering, Key Lab of Guangdong Province for High Property and Functional Polymer Materials South China University of Technology Guangzhou China
| | - Piming Ma
- The Key Laboratory of Synthetic and Biological Colloids, Ministry of Education Jiangnan University Wuxi China
| | - Xuejun Lai
- School of Materials Science and Engineering, Key Lab of Guangdong Province for High Property and Functional Polymer Materials South China University of Technology Guangzhou China
| | - Xingrong Zeng
- School of Materials Science and Engineering, Key Lab of Guangdong Province for High Property and Functional Polymer Materials South China University of Technology Guangzhou China
| | - Hongqiang Li
- School of Materials Science and Engineering, Key Lab of Guangdong Province for High Property and Functional Polymer Materials South China University of Technology Guangzhou China
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14
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Veeramuthu L, Venkatesan M, Benas JS, Cho CJ, Lee CC, Lieu FK, Lin JH, Lee RH, Kuo CC. Recent Progress in Conducting Polymer Composite/Nanofiber-Based Strain and Pressure Sensors. Polymers (Basel) 2021; 13:4281. [PMID: 34960831 PMCID: PMC8705576 DOI: 10.3390/polym13244281] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Revised: 12/01/2021] [Accepted: 12/01/2021] [Indexed: 01/11/2023] Open
Abstract
The Conducting of polymers belongs to the class of polymers exhibiting excellence in electrical performances because of their intrinsic delocalized π- electrons and their tunability ranges from semi-conductive to metallic conductive regime. Conducting polymers and their composites serve greater functionality in the application of strain and pressure sensors, especially in yielding a better figure of merits, such as improved sensitivity, sensing range, durability, and mechanical robustness. The electrospinning process allows the formation of micro to nano-dimensional fibers with solution-processing attributes and offers an exciting aspect ratio by forming ultra-long fibrous structures. This review comprehensively covers the fundamentals of conducting polymers, sensor fabrication, working modes, and recent trends in achieving the sensitivity, wide-sensing range, reduced hysteresis, and durability of thin film, porous, and nanofibrous sensors. Furthermore, nanofiber and textile-based sensory device importance and its growth towards futuristic wearable electronics in a technological era was systematically reviewed to overcome the existing challenges.
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Affiliation(s)
- Loganathan Veeramuthu
- Institute of Organic and Polymeric Materials, Research and Development Center of Smart Textile Technology, National Taipei University of Technology, Taipei 10608, Taiwan; (L.V.); (M.V.); (J.-S.B.)
| | - Manikandan Venkatesan
- Institute of Organic and Polymeric Materials, Research and Development Center of Smart Textile Technology, National Taipei University of Technology, Taipei 10608, Taiwan; (L.V.); (M.V.); (J.-S.B.)
| | - Jean-Sebastien Benas
- Institute of Organic and Polymeric Materials, Research and Development Center of Smart Textile Technology, National Taipei University of Technology, Taipei 10608, Taiwan; (L.V.); (M.V.); (J.-S.B.)
| | - Chia-Jung Cho
- Institute of Organic and Polymeric Materials, Research and Development Center of Smart Textile Technology, National Taipei University of Technology, Taipei 10608, Taiwan; (L.V.); (M.V.); (J.-S.B.)
| | - Chia-Chin Lee
- Department of Physical Medicine and Rehabilitation, Cheng Hsin General Hospital, Taipei 11220, Taiwan;
| | - Fu-Kong Lieu
- Department of Physical Medicine and Rehabilitation, Cheng Hsin General Hospital, Taipei 11220, Taiwan;
- Department of Physical Medicine and Rehabilitation, National Defense Medical Center, Taipei 11490, Taiwan
| | - Ja-Hon Lin
- Institute of Electro-Optical Engineering, National Taipei University of Technology, Taipei 10608, Taiwan;
| | - Rong-Ho Lee
- Department of Chemical Engineering, National Chung Hsing University, Taichung 40227, Taiwan;
| | - Chi-Ching Kuo
- Institute of Organic and Polymeric Materials, Research and Development Center of Smart Textile Technology, National Taipei University of Technology, Taipei 10608, Taiwan; (L.V.); (M.V.); (J.-S.B.)
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15
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Zhang M, Gao X, Lu C, Yao D, Wu L, Li D, Fang H, A S, Sun Y. Ultrathin Superhydrophobic Flexible Tactile Sensors for Normal and Shear Force Discrimination. ACS APPLIED MATERIALS & INTERFACES 2021; 13:55735-55746. [PMID: 34761892 DOI: 10.1021/acsami.1c17391] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Flexible tactile sensors, with the ability to sense and even discriminate between different mechanical stimuli, can enable real-time and precise monitoring of dexterous and complex robotic motions. However, making them ultrathin and superhydrophobic for practical applications is still a great challenge. Here, superhydrophobic flexible tactile sensors with hierarchical micro- and nanostructures, that is, warped graphene nanosheets adhered to micron-height wrinkled surfaces, were constructed using ultrathin medical tape (40 μm) and graphene. The tactile sensor enables the discrimination of normal and shear forces and senses sliding friction and airflow. Moreover, the tactile sensor exhibits high sensitivity to normal and shear forces, extremely low detection limits (15 Pa for normal forces and 6.4 mN for shear forces), and cyclic robustness. Based on the abovementioned characteristics, the tactile sensor enables real-time and accurate monitoring of the robotic arm's motions, such as moving, gripping, and lifting, during the process of picking up objects. The superhydrophobicity even allows the sensor to monitor the motions of the robotic arm underwater in real time. Our tactile sensors have potential applications in the fields of intelligent robotics and smart prosthetics.
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Affiliation(s)
- Mengpei Zhang
- College of Chemical Engineering & Pharmaceutics, Henan University of Science and Technology, Luoyang 471023, P. R. China
| | - Xiping Gao
- College of Chemical Engineering & Pharmaceutics, Henan University of Science and Technology, Luoyang 471023, P. R. China
| | - Chang Lu
- College of Chemical Engineering & Pharmaceutics, Henan University of Science and Technology, Luoyang 471023, P. R. China
| | - Dahu Yao
- College of Chemical Engineering & Pharmaceutics, National United Engineer Laboratory for Advanced Bearing Tribology, Henan University of Science and Technology, Luoyang 471023, P. R. China
| | - Lanlan Wu
- College of Chemical Engineering & Pharmaceutics, Henan University of Science and Technology, Luoyang 471023, P. R. China
| | - Dongxue Li
- College of Chemical Engineering & Pharmaceutics, Henan University of Science and Technology, Luoyang 471023, P. R. China
| | - Hanqing Fang
- College of Chemical Engineering & Pharmaceutics, Henan University of Science and Technology, Luoyang 471023, P. R. China
| | - Shiwei A
- College of Chemical Engineering & Pharmaceutics, Henan University of Science and Technology, Luoyang 471023, P. R. China
| | - Yafei Sun
- College of Chemical Engineering & Pharmaceutics, Henan University of Science and Technology, Luoyang 471023, P. R. China
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16
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Ni Y, Huang J, Li S, Dong X, Zhu T, Cai W, Chen Z, Lai Y. Robust Superhydrophobic rGO/PPy/PDMS Coatings on a Polyurethane Sponge for Underwater Pressure and Temperature Sensing. ACS APPLIED MATERIALS & INTERFACES 2021; 13:53271-53281. [PMID: 34723475 DOI: 10.1021/acsami.1c17165] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Flexible wearable pressure sensors have attracted great interest from researchers in recent years because of their important applications in human-machine interaction, human behavior detection, medical diagnosis, and other fields. At present, integrating multiple functions such as pressure and temperature sensing and self-cleaning into a single material remains a challenging task. Here, by in situ reduction of graphene oxide (GO) grown on a sponge surface and deposition of polypyrrole (PPy) nanoparticles, we have built a highly sensitive, stable, and multifunctional rGO/PPy/poly(dimethylsiloxane) (PDMS) polyurethane (PU) sponge (GPPS) sensor for the detection of pressure, water level, and temperature. This multifunctional sensor shows excellent pressure-sensing performance, ultrasensitive loading sensing of a leaf (98 mg), and outstanding reproducibility over 5000 cycles. Due to the stability of the superhydrophobic surface water contact angle (WCA) = 153.3°, our sensor can work in an underwater environment, which can sense water levels from 1 cm (∼98 Pa) to 40 cm and also a variety of underwater behaviors (knock, ultrasonication, blow, etc.) with high stability. In addition, the sensor can be integrated into a circuit for the water level and pressure detection. The sensor can also be used as a smart underwater-temperature sensor; it shows a linear temperature coefficient of resistance (TCR) of 0.48% °C-1 in a temperature range of 35-80 °C. This multifunctional sensor shows potential application prospects in wearable electronic devices for sensing.
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Affiliation(s)
- Yimeng Ni
- College of Chemical Engineering, Fuzhou University, Fuzhou 350116, P. R. China
| | - Jianying Huang
- College of Chemical Engineering, Fuzhou University, Fuzhou 350116, P. R. China
- Qingyuan Innovation Laboratory, Quanzhou 362801, P. R. China
| | - Shuhui Li
- College of Chemical Engineering, Fuzhou University, Fuzhou 350116, P. R. China
| | - Xiuli Dong
- College of Chemical Engineering, Fuzhou University, Fuzhou 350116, P. R. China
| | - Tianxue Zhu
- College of Chemical Engineering, Fuzhou University, Fuzhou 350116, P. R. China
| | - Weilong Cai
- College of Chemical Engineering, Fuzhou University, Fuzhou 350116, P. R. China
- Qingyuan Innovation Laboratory, Quanzhou 362801, P. R. China
| | - Zhong Chen
- School of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798
| | - Yuekun Lai
- College of Chemical Engineering, Fuzhou University, Fuzhou 350116, P. R. China
- Qingyuan Innovation Laboratory, Quanzhou 362801, P. R. China
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