1
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Huang K, Ma Z, Khoo BL. Advancements in Bio-Integrated Flexible Electronics for Hemodynamic Monitoring in Cardiovascular Healthcare. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025:e2415215. [PMID: 40278795 DOI: 10.1002/advs.202415215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2024] [Revised: 03/19/2025] [Indexed: 04/26/2025]
Abstract
Cardiovascular diseases (CVDs) remain the leading cause of global mortality, highlighting the urgent need for effective monitoring and prevention strategies. The rapid advancement of flexible sensing technology and the development of conformal sensors have attracted significant attention due to their potential for continuous, real-time assessment of cardiovascular health over extended periods. This review outlines recent advancements in bio-integrated flexible electronics designed for hemodynamic monitoring and broader CVD healthcare applications. It introduces key physiological indicators relevant to hemodynamics, including heart rate, blood pressure, blood flow velocity, and cardiac output. Next, it discusses flexible bio-integrated electronics engineering strategies, such as working principles and configuration designs. Various non-invasive and invasive bio-integrated devices for monitoring these hemodynamic indicators are then presented. Additionally, the review highlights the role of artificial intelligence algorithms and their practical applications in bio-integrated electronics for hemodynamic detection. Finally, it proposes future directions and addresses potential challenges in the field.
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Affiliation(s)
- Ke Huang
- Department of Biomedical Engineering, City University of Hong Kong, Hong Kong, 999077, China
- Hong Kong Center for Cerebro-Cardiovascular Health Engineering (COCHE), Hong Kong, 999077, China
| | - Zhiqiang Ma
- Department of Biomedical Engineering, City University of Hong Kong, Hong Kong, 999077, China
- Hong Kong Center for Cerebro-Cardiovascular Health Engineering (COCHE), Hong Kong, 999077, China
| | - Bee Luan Khoo
- Department of Biomedical Engineering, City University of Hong Kong, Hong Kong, 999077, China
- Hong Kong Center for Cerebro-Cardiovascular Health Engineering (COCHE), Hong Kong, 999077, China
- Department of Precision Diagnostic and Therapeutic Technology, City University of Hong Kong Shenzhen-Futian Research Institute, Shenzhen, 518057, China
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2
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Kang S, Chang J, Lim J, Kim DJ, Kim TS, Choi KC, Lee JH, Kim S. Graphene-enabled laser lift-off for ultrathin displays. Nat Commun 2024; 15:8288. [PMID: 39333239 PMCID: PMC11436630 DOI: 10.1038/s41467-024-52661-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 09/17/2024] [Indexed: 09/29/2024] Open
Abstract
Laser lift-off (LLO) of ultrathin polyimide (PI) films is important in the manufacturing of ultrathin displays. However, conventional LLO technologies face challenges in separating the ultrathin PI films without causing mechanical and electrical damage to integrated devices. Here, we propose a graphene-enabled laser lift-off (GLLO) method to address the challenges. The GLLO method is developed by integrating chemical vapor deposition (CVD)-grown graphene at the interface between a transparent carrier and an ultrathin PI film, exhibiting improved processability and lift-off quality. In particular, the GLLO method significantly mitigates plastic deformation of the PI film and minimizes carbonaceous residues remaining on the carrier. The role of graphene is attributed to three factors: enhancement of interfacial UV absorption, lateral heat diffusion, and adhesion reduction, and experimentations and numerical simulations verify the mechanism. Finally, it is demonstrated that the GLLO method separates ultrathin organic light-emitting diode (OLED) devices without compromising performance. We believe that this work will pave the way for utilizing CVD graphene in various laser-based manufacturing applications.
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Affiliation(s)
- Sumin Kang
- Department of Mechanical and Automotive Engineering, Seoul National University of Science and Technology, Seoul, Republic of Korea
| | - Jaehyeock Chang
- School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Jaeseung Lim
- Semiconductor Manufacturing Research Center, Korea Institute of Machinery and Materials, Daejeon, Republic of Korea
- Department of Robot∙Manufacturing Systems, University of Science and Technology, Daejeon, Republic of Korea
| | - Dong Jun Kim
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Taek-Soo Kim
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Kyung Cheol Choi
- School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
| | - Jae Hak Lee
- Semiconductor Manufacturing Research Center, Korea Institute of Machinery and Materials, Daejeon, Republic of Korea
| | - Seungman Kim
- Semiconductor Manufacturing Research Center, Korea Institute of Machinery and Materials, Daejeon, Republic of Korea.
- Department of Robot∙Manufacturing Systems, University of Science and Technology, Daejeon, Republic of Korea.
- Wm Micheal Barens'64 Department of Industrial and Systems Engineering, Texas A&M University, College Station, TX, USA.
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3
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Zhang T, Wang Y, Feng X, Zuo Y, Yu H, Bao H, Jiang F, Jiang S. Flexible electronics for cardiovascular monitoring on complex physiological skins. iScience 2024; 27:110707. [PMID: 39262772 PMCID: PMC11387687 DOI: 10.1016/j.isci.2024.110707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/13/2024] Open
Abstract
Cardiovascular diseases (CVDs) pose a significant global health threat, responsible for a considerable portion of worldwide mortality. Flexible electronics enable continuous, noninvasive, real-time, and portable monitoring, providing an ideal platform for personalized healthcare. Nevertheless, challenges persist in sustaining stable adherence across diverse and intricate skin environments, hindering further advancement toward clinical applications. Strategies such as structural design and chemical modification can significantly enhance the environmental adaptability and monitoring performance of flexible electronics. This review delineates processing techniques, including structural design and chemical modification, to mitigate signal interference from sebaceous skin, motion artifacts from the skin in motion, and infection risks from fragile skin, thereby enabling the accurate monitoring of key cardiovascular indicators in complex physiological environments. Moreover, it delves into the potential for the strategic development and improvement of flexible electronics to ensure their alignment with complex physiological environment requirements, facilitating their transition to clinical applications.
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Affiliation(s)
- Tianqi Zhang
- Hangzhou Institute of Technology, Xidian University, Hangzhou 311200, China
| | - Yunshen Wang
- Department of Pneumology, Tianjin Children's Hospital, Children's Hospital, Tianjin University, Tianjin 300204, China
| | - Xingdong Feng
- Hangzhou Institute of Technology, Xidian University, Hangzhou 311200, China
| | - Yizhou Zuo
- Hangzhou Institute of Technology, Xidian University, Hangzhou 311200, China
| | - Hannong Yu
- Hangzhou Institute of Technology, Xidian University, Hangzhou 311200, China
| | - Hong Bao
- Hangzhou Institute of Technology, Xidian University, Hangzhou 311200, China
- State Key Laboratory of Electromechanical Integrated Manufacturing of High-performance Electronic Equipments, Xidian University, Xi'an 710071, China
| | - Fan Jiang
- Geriatric Medical Center, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou 570311, China
| | - Shan Jiang
- Hangzhou Institute of Technology, Xidian University, Hangzhou 311200, China
- State Key Laboratory of Electromechanical Integrated Manufacturing of High-performance Electronic Equipments, Xidian University, Xi'an 710071, China
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4
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Yu H, Bian J, Chen F, Li K, Huang Y. Laser-Guided, Self-Confined Graphitization for High-Conductivity Embedded Electronics. RESEARCH (WASHINGTON, D.C.) 2024; 7:0305. [PMID: 38628354 PMCID: PMC11020139 DOI: 10.34133/research.0305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 12/31/2023] [Indexed: 04/19/2024]
Abstract
Facile fabrication of highly conductive and self-encapsulated graphene electronics is in urgent demand for carbon-based integrated circuits, field effect transistors, optoelectronic devices, and flexible sensors. The current fabrication of these electronic devices is mainly based on layer-by-layer techniques (separate circuit preparation and encapsulation procedures), which show multistep fabrication procedures, complicated renovation/repair procedures, and poor electrical property due to graphene oxidation and exfoliation. Here, we propose a laser-guided interfacial writing (LaserIW) technique based on self-confined, nickel-catalyzed graphitization to directly fabricate highly conductive, embedded graphene electronics inside multilayer structures. The doped nickel is used to induce chain carbonization, which firstly enhances the photothermal effect to increase the confined temperature for initial carbonization, and the generated carbon further increases the light-absorption capacity to fabricate high-quality graphene. Meanwhile, the nickel atoms contribute to the accelerated connection of carbon atoms. This interfacial carbonization inherently avoids the exfoliation and oxidation of the as-formed graphene, resulting in an 8-fold improvement in electrical conductivity (~20,000 S/m at 7,958 W/cm2 and 2 mm/s for 20% nickel content). The LaserIW technique shows excellent stability and reproducibility, with ±2.5% variations in the same batch and ±2% variations in different batches. Component-level wireless light sensors and flexible strain sensors exhibit excellent sensitivity (665 kHz/(W/cm2) for passive wireless light sensors) and self-encapsulation (<1% variations in terms of waterproof, antifriction, and antithermal shock). Additionally, the LaserIW technique allows for one-step renovation of in-service electronics and nondestructive repair of damaged circuits without the need to disassemble encapsulation layers. This technique reverses the layer-by-layer processing mode and provides a powerful manufacturing tool for the fabrication, modification, and repair of multilayer, multifunctional embedded electronics, especially demonstrating the immense potential for in-space manufacturing.
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Affiliation(s)
- Haiyang Yu
- State Key Laboratory of Intelligent Manufacturing Equipment and Technology,
Huazhong University of Science and Technology, Wuhan 430074, China
- Flexible Electronics Research Center,
Huazhong University of Science and Technology, Wuhan 430074, China
| | - Jing Bian
- State Key Laboratory of Intelligent Manufacturing Equipment and Technology,
Huazhong University of Science and Technology, Wuhan 430074, China
- Flexible Electronics Research Center,
Huazhong University of Science and Technology, Wuhan 430074, China
- College of Electronic and Optical Engineering & College of Flexible Electronic (Future Technology),
Nanjing University of Posts and Telecommunications, Nanjing 210023, China
| | - Furong Chen
- State Key Laboratory of Intelligent Manufacturing Equipment and Technology,
Huazhong University of Science and Technology, Wuhan 430074, China
- Flexible Electronics Research Center,
Huazhong University of Science and Technology, Wuhan 430074, China
| | - Kan Li
- State Key Laboratory of Intelligent Manufacturing Equipment and Technology,
Huazhong University of Science and Technology, Wuhan 430074, China
- Flexible Electronics Research Center,
Huazhong University of Science and Technology, Wuhan 430074, China
| | - YongAn Huang
- State Key Laboratory of Intelligent Manufacturing Equipment and Technology,
Huazhong University of Science and Technology, Wuhan 430074, China
- Flexible Electronics Research Center,
Huazhong University of Science and Technology, Wuhan 430074, China
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5
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Sheng T, He Q, Cao Y, Dong Z, Gai Y, Zhang W, Zhang D, Chen H, Jiang Y. Fish-Wearable Piezoelectric Nanogenerator for Dual-Modal Energy Scavenging from Fish-Tailing. ACS APPLIED MATERIALS & INTERFACES 2023; 15:39570-39577. [PMID: 37561408 DOI: 10.1021/acsami.3c08221] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/11/2023]
Abstract
Aiming to develop a self-powered bioelectric tag for fish behavioral studies, here we present a fish-wearable piezoelectric nanogenerator (FWPNG) that can simultaneously harvest the strain energy and the flow impact energy caused by fish-tailing. The FWPNG is fabricated by transferring a 2 μm-thick Nb0.02-Pb(Zr0.6Ti0.4)O3 (PZT) layer from a silicon substrate to a spin-coated polyimide film via a novel zinc oxide (ZnO) release process. The open-circuit voltage of the strain energy harvester reaches 2.3 V under a strain of 1% at an ultra-low frequency of 1 Hz, and output voltage of the impact energy harvester reaches a 0.3 V under a pressure of 82.6 kPa at 1 Hz, which is in good agreement with our theoretical analysis. As a proof-of-concept demonstration, an event-driven underwater acoustic transmitter is developed by utilizing the FWPNG as a trigger switch. Acoustic transmission occurs when the amplitude of fish-tailing is larger than a preset threshold. The dual-modal FWPNG device shows the potential application in self-powered biotags for animal behavioral studies and ocean explorations.
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Affiliation(s)
- Tianyu Sheng
- School of Mechanical Engineering and Automation, Beihang University, Beijing 100191, China
| | - Qipei He
- School of Mechanical Engineering and Automation, Beihang University, Beijing 100191, China
| | - Yudong Cao
- School of Mechanical Engineering and Automation, Beihang University, Beijing 100191, China
| | - Zihao Dong
- School of Mechanical Engineering and Automation, Beihang University, Beijing 100191, China
| | - Yansong Gai
- School of Mechanical Engineering and Automation, Beihang University, Beijing 100191, China
| | - Wenqiang Zhang
- College of Engineering, China Agricultural University, Beijing 100083, China
| | - Deyuan Zhang
- School of Mechanical Engineering and Automation, Beihang University, Beijing 100191, China
| | - Huawei Chen
- School of Mechanical Engineering and Automation, Beihang University, Beijing 100191, China
| | - Yonggang Jiang
- School of Mechanical Engineering and Automation, Beihang University, Beijing 100191, China
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6
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Chai B, Shi K, Wang Y, Liu Y, Liu F, Jiang P, Sheng G, Wang S, Xu P, Xu X, Huang X. Modulus-Modulated All-Organic Core-Shell Nanofiber with Remarkable Piezoelectricity for Energy Harvesting and Condition Monitoring. NANO LETTERS 2023; 23:1810-1819. [PMID: 36648158 DOI: 10.1021/acs.nanolett.2c04674] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
The low piezoelectricity of piezoelectric polymers significantly restricts their applications. Introducing inorganic fillers can slightly improve the piezoelectricity of polymers, whereas it is usually at the cost of flexibility and durability. In this work, using a modulus-modulated core-shell structure strategy, all-organic nanofibers with remarkable piezoelectricity were designed and prepared by a coaxial electrospinning method. It was surprisingly found that the introduction of a nonpiezoelectric polymeric core (e.g., polycarbonate, PC) can result in 110% piezoelectric coefficient (d33) enhancement in a poly(vinylidenefluoride-co-trifluoroethylene) (PVDF-TrFE) nanofiber. Accordingly, the all-organic PVDF-TrFE@PC core-shell nanofiber exhibits record-high energy-harvesting performance (i.e., 126 V output voltage, 710 mW m-2 power density) among the reported organic piezoelectric materials. In addition, the excellent sensing capability of the core-shell nanofiber enabled us to develop a wireless vibration monitoring and analyzing system, which realizes the real-time vibration detection of a power transformer.
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Affiliation(s)
- Bin Chai
- Shanghai Key Laboratory of Electrical Insulation and Thermal Ageing, Department of Polymer Science and Engineering, State Key Laboratory of Metal Matrix Composites, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
| | - Kunming Shi
- Shanghai Key Laboratory of Electrical Insulation and Thermal Ageing, Department of Polymer Science and Engineering, State Key Laboratory of Metal Matrix Composites, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
| | - Yalin Wang
- Department of Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
| | - Yijie Liu
- Shanghai Key Laboratory of Electrical Insulation and Thermal Ageing, Department of Polymer Science and Engineering, State Key Laboratory of Metal Matrix Composites, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
| | - Fei Liu
- Shanghai Key Laboratory of Electrical Insulation and Thermal Ageing, Department of Polymer Science and Engineering, State Key Laboratory of Metal Matrix Composites, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
| | - Pingkai Jiang
- Shanghai Key Laboratory of Electrical Insulation and Thermal Ageing, Department of Polymer Science and Engineering, State Key Laboratory of Metal Matrix Composites, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
| | - Gehao Sheng
- Department of Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
| | - Shaojing Wang
- State Grid Shanghai Municipal Electric Power Company, Shanghai 200437, People's Republic of China
| | - Peng Xu
- State Grid Shanghai Municipal Electric Power Company, Shanghai 200437, People's Republic of China
| | - Xiangyi Xu
- State Grid Shanghai Municipal Electric Power Company, Shanghai 200437, People's Republic of China
| | - Xingyi Huang
- Shanghai Key Laboratory of Electrical Insulation and Thermal Ageing, Department of Polymer Science and Engineering, State Key Laboratory of Metal Matrix Composites, Shanghai Jiao Tong University, Shanghai 200240, People's Republic of China
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7
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Xie L, Zhang Z, Wu Q, Gao Z, Mi G, Wang R, Sun HB, Zhao Y, Du Y. Intelligent wearable devices based on nanomaterials and nanostructures for healthcare. NANOSCALE 2023; 15:405-433. [PMID: 36519286 DOI: 10.1039/d2nr04551f] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Emerging classes of flexible electronic sensors as alternatives to conventional rigid sensors offer a powerful set of capabilities for detecting and quantifying physiological and physical signals from human skin in personal healthcare. Unfortunately, the practical applications and commercialization of flexible sensors are generally limited by certain unsatisfactory aspects of their performance, such as biocompatibility, low sensing range, power supply, or single sensory function. This review intends to provide up-to-date literature on wearable devices for smart healthcare. A systematic review is provided, from sensors based on nanomaterials and nanostructures, algorithms, to multifunctional integrated devices with stretchability, self-powered performance, and biocompatibility. Typical electromechanical sensors are investigated with a specific focus on the strategies for constructing high-performance sensors based on nanomaterials and nanostructures. Then, the review emphasizes the importance of tailoring the fabrication techniques in order to improve stretchability, biocompatibility, and self-powered performance. The construction of wearable devices with high integration, high performance, and multi-functionalization for multiparameter healthcare is discussed in depth. Integrating wearable devices with appropriate machine learning algorithms is summarized. After interpretation of the algorithms, intelligent predictions are produced to give instructions or predictions for smart implementations. It is desired that this review will offer guidance for future excellence in flexible wearable sensing technologies and provide insight into commercial wearable sensors.
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Affiliation(s)
- Liping Xie
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China.
| | - Zelin Zhang
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China.
| | - Qiushuo Wu
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China.
| | - Zhuxuan Gao
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China.
| | - Gaotian Mi
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China.
| | - Renqiao Wang
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China.
| | - Hong-Bin Sun
- Department of Chemistry, Northeastern University, Shenyang, 110819, China
| | - Yue Zhao
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China.
| | - Yanan Du
- Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, 100084, China
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8
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Lu Y, Krishna S, Liao CH, Yang Z, Kumar M, Liu Z, Tang X, Xiao N, Hassine MB, Thoroddsen ST, Li X. Transferable Ga 2O 3 Membrane for Vertical and Flexible Electronics via One-Step Exfoliation. ACS APPLIED MATERIALS & INTERFACES 2022; 14:47922-47930. [PMID: 36241169 PMCID: PMC9614724 DOI: 10.1021/acsami.2c14661] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Transferable Ga2O3 thin film membrane is desirable for vertical and flexible solar-blind photonics and high-power electronics applications. However, Ga2O3 epitaxially grown on rigid substrates such as sapphire, Si, and SiC hinders its exfoliation due to the strong covalent bond between Ga2O3 and substrates, determining its lateral device configuration and also hardly reaching the ever-increasing demand for wearable and foldable applications. Mica substrate, which has an atomic-level flat surface and high-temperature tolerance, could be a good candidate for the van der Waals (vdW) epitaxy of crystalline Ga2O3 membrane. Beyond that, benefiting from the weak vdW bond between Ga2O3 and mica substrate, in this work, the Ga2O3 membrane is exfoliated and transferred to arbitrary flexible and adhesive tape, allowing for the vertical and flexible electronic configuration. This straightforward exfoliation method is verified to be consistent and reproducible by the transfer and characterization of thick (∼380 nm)/thin (∼95 nm) κ-phase Ga2O3 and conductive n-type β-Ga2O3. Vertical photodetectors are fabricated based on the exfoliated Ga2O3 membrane, denoting the peak response at ∼250 nm. Through the integration of Ti/Au Ohmic contact and Ni/Ag Schottky contact electrode, the vertical photodetector exhibits self-powered photodetection behavior with a responsivity of 17 mA/W under zero bias. The vdW-bond-assisted exfoliation of the Ga2O3 membrane demonstrated here could provide enormous opportunities in the pursuit of vertical and flexible Ga2O3 electronics.
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Affiliation(s)
- Yi Lu
- Advanced
Semiconductor Laboratory, Electrical and Computer Engineering Program,
CEMSE Division, King Abdullah University
of Science and Technology (KAUST), Thuwal23955-6900, Kingdom of Saudi Arabia
| | - Shibin Krishna
- Advanced
Semiconductor Laboratory, Electrical and Computer Engineering Program,
CEMSE Division, King Abdullah University
of Science and Technology (KAUST), Thuwal23955-6900, Kingdom of Saudi Arabia
| | - Che-Hao Liao
- Advanced
Semiconductor Laboratory, Electrical and Computer Engineering Program,
CEMSE Division, King Abdullah University
of Science and Technology (KAUST), Thuwal23955-6900, Kingdom of Saudi Arabia
| | - Ziqiang Yang
- Division
of Physical Science and Engineering, King
Abdullah University of Science and Technology (KAUST), Thuwal23955-6900, Kingdom of Saudi Arabia
| | - Mritunjay Kumar
- Advanced
Semiconductor Laboratory, Electrical and Computer Engineering Program,
CEMSE Division, King Abdullah University
of Science and Technology (KAUST), Thuwal23955-6900, Kingdom of Saudi Arabia
| | - Zhiyuan Liu
- Advanced
Semiconductor Laboratory, Electrical and Computer Engineering Program,
CEMSE Division, King Abdullah University
of Science and Technology (KAUST), Thuwal23955-6900, Kingdom of Saudi Arabia
| | - Xiao Tang
- Advanced
Semiconductor Laboratory, Electrical and Computer Engineering Program,
CEMSE Division, King Abdullah University
of Science and Technology (KAUST), Thuwal23955-6900, Kingdom of Saudi Arabia
| | - Na Xiao
- Advanced
Semiconductor Laboratory, Electrical and Computer Engineering Program,
CEMSE Division, King Abdullah University
of Science and Technology (KAUST), Thuwal23955-6900, Kingdom of Saudi Arabia
| | - Mohamed Ben Hassine
- CoreLabs, King Abdullah University of Science and Technology
(KAUST), Thuwal23955-6900, Kingdom of Saudi
Arabia
| | - Sigurdur T. Thoroddsen
- Division
of Physical Science and Engineering, King
Abdullah University of Science and Technology (KAUST), Thuwal23955-6900, Kingdom of Saudi Arabia
| | - Xiaohang Li
- Advanced
Semiconductor Laboratory, Electrical and Computer Engineering Program,
CEMSE Division, King Abdullah University
of Science and Technology (KAUST), Thuwal23955-6900, Kingdom of Saudi Arabia
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9
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Yang R, Zhang W, Tiwari N, Yan H, Li T, Cheng H. Multimodal Sensors with Decoupled Sensing Mechanisms. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022; 9:e2202470. [PMID: 35835946 PMCID: PMC9475538 DOI: 10.1002/advs.202202470] [Citation(s) in RCA: 99] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 06/06/2022] [Indexed: 05/25/2023]
Abstract
Highly sensitive and multimodal sensors have recently emerged for a wide range of applications, including epidermal electronics, robotics, health-monitoring devices and human-machine interfaces. However, cross-sensitivity prevents accurate measurements of the target input signals when a multiple of them are simultaneously present. Therefore, the selection of the multifunctional materials and the design of the sensor structures play a significant role in multimodal sensors with decoupled sensing mechanisms. Hence, this review article introduces varying methods to decouple different input signals for realizing truly multimodal sensors. Early efforts explore different outputs to distinguish the corresponding input signals applied to the sensor in sequence. Next, this study discusses the methods for the suppression of the interference, signal correction, and various decoupling strategies based on different outputs to simultaneously detect multiple inputs. The recent insights into the materials' properties, structure effects, and sensing mechanisms in recognition of different input signals are highlighted. The presence of the various decoupling methods also helps avoid the use of complicated signal processing steps and allows multimodal sensors with high accuracy for applications in bioelectronics, robotics, and human-machine interfaces. Finally, current challenges and potential opportunities are discussed in order to motivate future technological breakthroughs.
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Affiliation(s)
- Ruoxi Yang
- School of Mechanical EngineeringHebei University of TechnologyTianjin300401P. R. China
- Department of Engineering Science and MechanicsThe Pennsylvania State UniversityUniversity ParkPA16802USA
| | - Wanqing Zhang
- Department of Engineering Science and MechanicsThe Pennsylvania State UniversityUniversity ParkPA16802USA
| | - Naveen Tiwari
- Department of Engineering Science and MechanicsThe Pennsylvania State UniversityUniversity ParkPA16802USA
| | - Han Yan
- School of Mechanical EngineeringHebei University of TechnologyTianjin300401P. R. China
| | - Tiejun Li
- School of Mechanical EngineeringHebei University of TechnologyTianjin300401P. R. China
| | - Huanyu Cheng
- Department of Engineering Science and MechanicsThe Pennsylvania State UniversityUniversity ParkPA16802USA
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10
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Liu H, Zhang R, Liu Y, He C. Unveiling Evolutionary Path of Nanogenerator Technology: A Novel Method Based on Sentence-BERT. NANOMATERIALS 2022; 12:nano12122018. [PMID: 35745356 PMCID: PMC9229696 DOI: 10.3390/nano12122018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 06/08/2022] [Accepted: 06/09/2022] [Indexed: 02/04/2023]
Abstract
In recent years, nanogenerator technology has developed rapidly with the rise of cloud computing, artificial intelligence, and other fields. Therefore, the quick identification of the evolutionary path of nanogenerator technology from a large amount of data attracts much attention. It is of great significance in grasping technical trends and analyzing technical areas of interest. However, there are some limitations in previous studies. On the one hand, previous research on technological evolution has generally utilized bibliometrics, patent analysis, and citations between patents and papers, ignoring the rich semantic information contained therein; on the other hand, its evolution analysis perspective is single, and it is difficult to obtain accurate results. Therefore, this paper proposes a new framework based on the methods of Sentence-BERT and phrase mining, using multi-source data, such as papers and patents, to unveil the evolutionary path of nanogenerator technology. Firstly, using text vectorization, clustering algorithms, and the phrase mining method, current technical themes of significant interest to researchers can be obtained. Next, this paper correlates the multi-source fusion themes through semantic similarity calculation and demonstrates the multi-dimensional technology evolutionary path by using the “theme river map”. Finally, this paper presents an evolution analysis from the perspective of frontier research and technology research, so as to discover the development focus of nanogenerators and predict the future application prospects of nanogenerator technology.
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Affiliation(s)
- Huailan Liu
- School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, China; (H.L.); (R.Z.); (C.H.)
| | - Rui Zhang
- School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, China; (H.L.); (R.Z.); (C.H.)
| | - Yufei Liu
- Center for Strategic Studies, Chinese Academy of Engineering, Beijing 100088, China
- Correspondence:
| | - Cunxiang He
- School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, China; (H.L.); (R.Z.); (C.H.)
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11
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Qian J, Xiao R, Su F, Guo M, Liu D. 3D wet-spinning printing of wearable flexible electronic sensors of polypyrrole@polyvinyl formate. J IND ENG CHEM 2022. [DOI: 10.1016/j.jiec.2022.04.030] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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Ji Z, Zhang M. Highly sensitive and stretchable piezoelectric strain sensor enabled wearable devices for real-time monitoring of respiratory and heartbeat simultaneously. NANOTECHNOLOGY AND PRECISION ENGINEERING 2022. [DOI: 10.1063/10.0009365] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Zhenjie Ji
- State Key Laboratory of Precision Measuring Technology and Instruments, Tianjin University, Tianjin 300072, China
| | - Menglun Zhang
- State Key Laboratory of Precision Measuring Technology and Instruments, Tianjin University, Tianjin 300072, China
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Thermal Analysis on Active Heat Dissipation Design with Embedded Flow Channels for Flexible Electronic Devices. MICROMACHINES 2021; 12:mi12101165. [PMID: 34683216 PMCID: PMC8538787 DOI: 10.3390/mi12101165] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 09/19/2021] [Accepted: 09/24/2021] [Indexed: 12/15/2022]
Abstract
Heat generation is a major issue in all electronics, as heat reduces product life, reliability, and performance, especially in flexible electronics with low thermal-conductivity polymeric substrates. In this sense, the active heat dissipation design with flow channels holds great promise. Here, a theoretical model, validated by finite element analysis and experiments, based on the method of the separation of variables, is developed to study the thermal behavior of the active heat dissipation design with an embedded flow channel. The influences of temperature and flow velocity of the fluid on heat dissipation performance were systematically investigated. The influence of channel spacing on heat dissipation performance was also studied by finite element analysis. The study shows that performance can be improved by decreasing the fluid temperature or increasing the flow velocity and channel density. These results can help guide the design of active heat dissipation with embedded flow channels to reduce adverse effects due to excessive heating, thus enhancing the performance and longevity of electronic products.
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Cheng X, Liu Z, Jin T, Zhang F, Zhang H, Zhang Y. Bioinspired design and assembly of a multilayer cage-shaped sensor capable of multistage load bearing and collapse prevention. NANOTECHNOLOGY 2021; 32:155506. [PMID: 33348323 DOI: 10.1088/1361-6528/abd581] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Flexible bioinspired mesostructures and electronic devices have recently attracted intense attention because of their widespread application in microelectromechanical systems (MEMS), reconfigurable electronics, health-monitoring systems, etc. Among various geometric constructions, 3D flexible bioinspired architectures are of particular interest, since they can provide new functions and capabilities, compared to their 2D counterparts. However, 3D electronic device systems usually undergo complicated mechanical loading in practical operation, resulting in complex deformation modes and elusive failure mechanisms. The development of mechanically robust flexible 3D electronics that can undergo extreme compression without irreversible collapse or fracture remains a challenge. Here, inspired by the multilayer mesostructure of Enhydra lutris fur, we introduce the design and assembly of multilayer cage architectures capable of multistage load bearing and collapse prevention under large out-of-plane compression. Combined in situ experiments and mechanical modeling show that the multistage mechanical responses of the developed bionic architectures can be fine-tuned by tailoring the microstructural geometries. The integration of functional layers of gold and piezoelectric polymer allows the development of a flexible multifunctional sensor that can simultaneously achieve the dynamic sensing of compressive forces and temperatures. The demonstrated capabilities and performances of fast response speed, tunable measurement range, excellent flexibility, and reliability suggest potential uses in MEMS, robotics and biointegrated electronics.
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Affiliation(s)
- Xu Cheng
- Applied Mechanics Laboratory, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, People's Republic of China
- Center for Flexible Electronics Technology, Tsinghua University, Beijing 100084, People's Republic of China
| | - Zhi Liu
- Applied Mechanics Laboratory, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, People's Republic of China
- Center for Flexible Electronics Technology, Tsinghua University, Beijing 100084, People's Republic of China
| | - Tianqi Jin
- Applied Mechanics Laboratory, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, People's Republic of China
- Center for Flexible Electronics Technology, Tsinghua University, Beijing 100084, People's Republic of China
| | - Fan Zhang
- Applied Mechanics Laboratory, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, People's Republic of China
- Center for Flexible Electronics Technology, Tsinghua University, Beijing 100084, People's Republic of China
| | - Hang Zhang
- Applied Mechanics Laboratory, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, People's Republic of China
- Center for Flexible Electronics Technology, Tsinghua University, Beijing 100084, People's Republic of China
| | - Yihui Zhang
- Applied Mechanics Laboratory, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, People's Republic of China
- Center for Flexible Electronics Technology, Tsinghua University, Beijing 100084, People's Republic of China
- State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China
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