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A hydroxyethyl cellulose-enhanced high-adhesion, freeze-resistant hydrogel flexible sensor for robotic posture detection and tactile sensing at low temperatures
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作者 Jiahui Shao Dongzhi Zhang +4 位作者 Hao Zhang Yihong Guo Mingyu Qi Yuling Mao Wenbo Shi 《Nano Research》 2026年第1期1111-1125,共15页
In the context of the rapid development of artificial intelligence and robotics,their application scenarios are continuously expanding to a variety of complex environments,with increasing attention being paid to the u... In the context of the rapid development of artificial intelligence and robotics,their application scenarios are continuously expanding to a variety of complex environments,with increasing attention being paid to the use of flexible sensors in lowtemperature environments.In this study,an ionic hydrogel was synthesized using acrylamide(AM),hydroxyethyl cellulose(HEC),and lithium chloride(LiCl)as composites.This hydrogel exhibits high adhesion,excellent sensitivity(gauge factor(GF)=2.84),rapid response time(100 ms),exceptional stretch ability(>1776%),high toughness(2.5 MJ/m^(3)),and the ability to maintain detectability at low temperatures(-60℃).HEC imparts reliable mechanical properties to the sensor through hydrogen bonding interactions of its hydroxyl groups.LiCl ensures that the sensor has outstanding antifreezing properties,maintains good conductivity and mechanical performance.Used for robotic attitude detection,the sensor demonstrated accurate recognition of various joint movements at both 20 and -20℃.This technology was extended to industrial operations and maintenance,where a mechanical claw was used to grasp parts at both room temperature and low temperature.A convolutional neural network deep learning algorithm was employed to identify and classify eight types of parts,achieving an impressive recognition accuracy of 98.8%.The polyacrylamide(PAM)/HEC/LiCl hydrogel sensor demonstrates the capability for wide-temperature range detection in flexible robotics,holding significant potential for future applications in human-machine interaction,tactile perception,and related fields. 展开更多
关键词 hydrogel sensor high adhesion ANTI-FREEZING robotic attitude detection tactile perception
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Graphical models of dominant topologies of polymer-substrate adhesive-interfacial strength and toughness
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作者 Xintianyang Wang Lijuan Liao +1 位作者 Xianqian Wu Chenguang Huang 《Acta Mechanica Sinica》 2025年第3期80-90,共11页
It is a challenge to determine the dominant topological characteristics of mechanical properties of adhesive interfaces.In this paper,we used graph theory and molecular dynamics simulation to investigate the influence... It is a challenge to determine the dominant topological characteristics of mechanical properties of adhesive interfaces.In this paper,we used graph theory and molecular dynamics simulation to investigate the influence of topological characteristics on the strength and toughness of highly cross-linked polymer interface systems.Based on the microstructure of the adhesive system,we extracted the dominant topological characteristics,including the connectivity degree(D)that determines the yield strength,and the average node-path(P)and the simple cycles proportions(R)that determine the deformability and load-bearing capacity during the void propagation respectively,which co-determine the toughness.The influence of the wall-effect on the dominant topological characteristics was also analyzed.The results showed that the interfacial yield strength increases with the increase of D,while the toughness increases with the increase of P and R.The wall-effect has a significant influence on D,P,and R.The strong wall-effect causes the enrichment of amino groups near the wall and insufficient cross-linking away from the wall,leading to the lower D and R,i.e.,the lower yield strength and load-bearing capacity during the void propagation.With the attenuation of the wall-effect,the D increases gradually,while the P and the R first increase and then decrease,showing an optimized wall-effect for the toughness of the adhesive interface.This paper reveals the dominant topological characteristics of adhesive interfacial strength and toughness,providing a new way to modulate the mechanical properties of polymer adhesive interface systems. 展开更多
关键词 Graph theory Molecular dynamics simulation Strength and toughness highly cross-linked adhesive interface system Dominant topological characteristics
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The Role of Renewable Protocatechol Acid in Epoxy Coating Modification: Significantly Improved Antibacterial and Adhesive Properties 被引量:4
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作者 Ming-Xuan Chen Jin-Yue Dai +5 位作者 Li-Yue Zhang Shuai-Peng Wang Jing-Kai Liu Yong-Gang Wu Xin-Wu Ba Xiao-Qing Liu 《Chinese Journal of Polymer Science》 SCIE EI CAS CSCD 2024年第1期63-72,I0008,共11页
It is of great significance to design epoxy coatings with superior antibacterial properties and high adhesive properties, as well as excellent processing, superior durability, and high transparency. However, it is sti... It is of great significance to design epoxy coatings with superior antibacterial properties and high adhesive properties, as well as excellent processing, superior durability, and high transparency. However, it is still a challenge because of the common complex design and synthesis. Herein, the bio-based monomer protocatechuic acid(PCA) was used as raw material, the catechol structure with high bonding and antibacterial properties was introduced into the flexible alkane segment of ethylene glycol diglycidyl ether(EGDE) through an efficient, and green method, and it was cured with isophorone diamine(IPDA) to prepare corresponding thermosets. The cured resins exhibited excellent allaround qualities, particularly in bonding and antibacterial. When 30% PCA was added to pure epoxy resin, the adhesion between substrate and coating increased from 4.40 MPa to 13.60 MPa and the antibacterial rate of coating against E. coli and S. aureus could approach 100%. All of this is due to the fact that the catechol structure present in PCA has the ability to interact with various substrates and alter the permeability of bacterial cell membranes. The architecture of this method offers a fresh approach to dealing with the issues of challenging raw material selection and complex synthesis techniques. 展开更多
关键词 Epoxy coatings THERMOSETS Catechol structure ANTIBACTERIAL high adhesion
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Peach skin effect:a quasi-superhydrophobic state with high adhesive force 被引量:6
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作者 鹿现永 蔡红燕 +4 位作者 吴彦姿 腾超 姜从从 朱英 江雷 《Science Bulletin》 SCIE EI CAS CSCD 2015年第4期453-459,M0003,共8页
The surface of a peach is known to exhibit spe- cial wettability and adhesion behaviors. We disclose that the peach surface is covered with long and short indumentums. The long indumentums are covered mainly with hydr... The surface of a peach is known to exhibit spe- cial wettability and adhesion behaviors. We disclose that the peach surface is covered with long and short indumentums. The long indumentums are covered mainly with hydrophobic wax molecules, while the short indumentums are coated mostly with hydrophilic polysaccharides. Thus, the peach surface exhibits a quasi-superhydrophobic property and high adhesive force. A water droplet on the surface of a peach is a quasi-sphere, which is unable to roll off even when the peach is turned upside down. This is defined as the peach skin effect. We present that the quasi-superhydrophobic state with high adhesive force is attributed to the special coexisting Wenzel's and Cassie's state for water droplets, thus creating the strong interaction between the water droplet and surface. 展开更多
关键词 Peach surface Quasi-superhydrophobic high adhesive force Wenzel's and Cassie's state
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Design principles in mechanically adaptable biomaterials for repairing annulus fibrosus rupture:A review 被引量:1
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作者 Dan Zhou Hongmei Liu +1 位作者 Zhaomin Zheng Decheng Wu 《Bioactive Materials》 SCIE CSCD 2024年第1期422-439,共18页
Annulus fibrosus(AF)plays a crucial role in the biomechanical loading of intervertebral disc(IVD).AF is difficult to self-heal when the annulus tears develop,because AF has a unique intricate structure and biologic mi... Annulus fibrosus(AF)plays a crucial role in the biomechanical loading of intervertebral disc(IVD).AF is difficult to self-heal when the annulus tears develop,because AF has a unique intricate structure and biologic milieu in vivo.Tissue engineering is promising for repairing AF rupture,but construction of suitable mechanical matching devices or scaffolds is still a grand challenge.To deeply know the varied forces involved in the movement of the native annulus is highly beneficial for designing biomimetic scaffolds to recreate the AF function.In this review,we overview six freedom degrees of forces and adhesion strength on AF tissue.Then,we summarize the mechanical modalities to simulate related forces on AF and to assess the characteristics of biomaterials.We finally outline some current advanced techniques to develop mechanically adaptable biomaterials for AF rupture repair. 展开更多
关键词 Annulus fibrosus FORCES Mechanical matching high tough high adhesion
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