ACTA AERONAUTICAET ASTRONAUTICA SINICA >
Recent progress on polymer-based electrically driven soft robots
Received date: 2024-11-21
Revised date: 2024-12-26
Accepted date: 2025-02-24
Online published: 2025-03-12
Supported by
National Key R&D Program of China(2020YFA0711500);National Natural Science Foundation of China(T2342010);Postdoctoral Fellowship Program of CPSF(GZC20241007);Natural Science Foundation of Shanghai(20ZR1471700);State Key Laboratory of Mechanical System and Vibration(MSVZD202211);Prospective Research Program at Shanghai Jiao Tong University(19X160010008);Shanghai Jiao Tong University 2030 Initiative;Shanghai Jiao Tong University Siyuan Scholar Program;Shanghai Pujiang Program(22PJ1408400)
Electrically driven robots have gained widespread attention in the robotics field due to their fast response, high control precision, and flexibility. Compared to rigidly structured electrically driven robots, polymer-based electrically driven soft robots offer higher degrees of freedom, adaptability, and robustness, making them highly promising for applications such as aerospace. However, the electro-responsive smart driving materials used in polymer-based electrically driven soft robots still face challenges such as low energy efficiency, insufficient driving precision, and poor stability. In terms of device design, existing actuation methods face challenges such as simplicity, limited applicability across diverse scenarios, and insufficient ability to support multimodal motion in complex environments. This review first summarizes the driving mechanisms of different types of polymer-based electrically driven soft robots from a material perspective and reviews methods for improving their driving performance. From a device perspective, the review then outlines the movement characteristics of these robots in complex environments, including crawling, walking, jumping, climbing, underwater movement, and flight, as well as the integration of driving functions and multiphysical field coupling to expand the application scenarios of soft driving. Finally, the current limitations and future research trends are identified.
Key words: electric-driven; polymers; soft robots; multifunctional material; flexible mechanism
Chenyu GUO , Guodong HOU , Xiaoshi QIAN , Guang MENG . Recent progress on polymer-based electrically driven soft robots[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2025 , 46(15) : 431563 -431563 . DOI: 10.7527/S1000-6893.2025.31563
| ?[1] KATZSCHMANN R K, DELPRETO J, MACCURDY R, et al. Exploration of underwater life with an acoustically controlled soft robotic fish??[J]. Science Robotics, 2018, 3(16): eaar3449. | |
| ?[2] LI G R, CHEN X P, ZHOU F H, et al. Self-powered soft robot in the Mariana Trench?[J]. Nature, 2021, 591(7848): 66-71. | |
| ?[3] NGUYEN D Q, HO V A. Anguilliform swimming performance of an eel-inspired soft robot?[J]. Soft Robotics, 2022, 9(3): 425-439. | |
| ?[4] ZHANG C W, ZOU W, YU H C, et al. Manta ray inspired soft robot fish with tough hydrogels as structural elements?[J]. ACS Applied Materials & Interfaces, 2022, 14(46): 52430-52439. | |
| ?[5] RODRIGUE H, WANG W, HAN M W, et al. An overview of shape memory alloy-coupled actuators and robots?[J]. Soft Robotics, 2017, 4(1): 3-15. | |
| ?[6] SEOK S, ONAL C D, CHO K J, et al. Meshworm: A peristaltic soft robot with antagonistic nickel titanium coil actuators?[J]. IEEE/ASME Transactions on Mechatronics, 2013, 18(5): 1485-1497. | |
| ?[7] BOBAK, MOSADEGH, PANAGIOTIS, et al. Pneumatic networks for soft robotics that actuate rapidly?[J]. Advanced Functional Materials, 2014, 24(15): 2163-2170. | |
| ?[8] KIM Y, ZHAO X H. Magnetic soft materials and robots?[J]. Chemical Reviews, 2022, 122(5): 5317-5364. | |
| ?[9] BASTOLA A K, HOSSAIN M. A review on magneto-mechanical characterizations of magnetorheological elastomers?[J]. Composites Part B: Engineering, 2020, 200: 108348. | |
| ?[10] LANCIA F, RYABCHUN A, NGUINDJEL A, et al. Mechanical adaptability of artificial muscles from nanoscale molecular action?[J]. Nature Communications, 2019, 10: 4819. | |
| ?[11] GORISSEN B, MILANA E, BAEYENS A, et al. Hardware sequencing of inflatable nonlinear actuators for autonomous soft robots?[J]. Advanced Materials, 2019, 31(3): 1804598. | |
| ?[12] BAINES R, PATIBALLA S K, BOOTH J, et al. Multi-environment robotic transitions through adaptive morphogenesis?[J]. Nature, 2022, 610(7931): 283-289. | |
| ?[13] HAO Y F, ZHANG S X, FANG B, et al. A review of smart materials for the boost of soft actuators, soft sensors, and robotics applications?[J]. Chinese Journal of Mechanical Engineering, 2022, 35(1): 37. | |
| ?[14] IJSPEERT A J. Biorobotics: Using robots to emulate and investigate agile locomotion?[J]. Science, 2014, 346(6206): 196-203. | |
| ?[15] TANG C, DU B Y, JIANG S W, et al. A pipeline inspection robot for navigating tubular environments in the sub-centimeter scale?[J]. Science Robotics, 2022, 7(66): eabm8597. | |
| ?[16] HU G F, BODAGHI M. Direct fused deposition modeling 4D printing and programming of thermos responsive shape memory polymers with autonomous 2D-to-3D shape transformations?[J]. Advanced Engineering Materials, 2023, 25(19): 2300334. | |
| ?[17] MENG X R, WANG S, CAO Z Q, et al. A review of quadruped robots and environment perception?[C]∥2016 35th Chinese Control Conference (CCC). 2016: 6350-6356. | |
| ?[18] SALAZAR R, CAMPOS A, FUENTES V, et al. A review on the modeling, materials, and actuators of aquatic unmanned vehicles?[J]. Ocean Engineering, 2019, 172: 257-285. | |
| ?[19] ZHANG Y C, LI P C, QUAN J L, et al. Progress, challenges, and prospects of soft robotics for space applications. ?[J]. Advanced Intelligent Systems, 2023, 5(3): 2200071. | |
| ?[20] YANG L, WANG H, ZHANG D S, et al. Large deformation, high energy density dielectric elastomer actuators: principles, factors, optimization, applications, and prospects?[J]. Chemical Engineering Journal, 2024, 489: 151402. | |
| ?[21] PELRINE R, KORNBLUH R, PEI Q, et al. High-speed electrically actuated elastomers with strain greater than 100%?[J]. Science, 2000, 287(5454): 836-839. | |
| ?[22] HUANG Y F, RUI G C, LI Q, et al. Enhanced piezoelectricity from highly polarizable oriented amorphous fractions in biaxially oriented poly(vinylidene fluoride) with pure β crystals?[J]. Nature Communications, 2021, 12(1): 675. | |
| ?[23] WANG H, YANG Y N, YANG L. Optimization of dielectric loss in calcium copper titanate based on different doping modification strategies?[J]. Ceramics International, 2023, 49(23): 38399-38419. | |
| ?[24] YANG L, WANG H, FANG S P, et al. Research progress on energy storage performance enhancement strategies for polyvinylidene fluoride-based composites?[J]. Journal of Alloys and Compounds, 2023, 960: 170831. | |
| ?[25] HUANG J J, WANG F, MA L, et al. Vinylsilane-rich silicone filled by polydimethylsiloxane encapsulated carbon black particles for dielectric elastomer actuator with enhanced out-of-plane actuations?[J]. Chemical Engineering Journal, 2022, 428: 131354. | |
| ?[26] HAN Y B, ZHANG Y, HUANG P. A dielectric elastomer containing bicomponent core-shell nanoparticles with enhanced electromechanical properties for flexible crawling robots?[J]. ACS Applied Polymer Materials, 2024, 11(6): 6667-6678. | |
| ?[27] ZHANG C G, BAO Q H, ZHU H, et al. Highly transparent and long-term stable dielectric elastomer composites enabled by poly(ionic liquid) inclusion?[J]. Advanced Functional Materials, 2024, 34(37): 2401901. | |
| ?[28] CIUBOTARU B I, DASCALU M, ZALARIOV M F, al et, Catalyst-free crosslinked sustainable functional silicones by supramolecular interactions? [J]. Reactive and Functional Polymers, 2022, 181: 105419. | |
| ?[29] SHI Y, ASKOUNIS E, PLAMTHOTTAM R. A processable, high-performance dielectric elastomer and multilayering process?[J]. Science, 2022, 377(6602): 228-232. | |
| ?[30] LIU H C, ZHONG J W, LEE C, et al. A comprehensive review on piezoelectric energy harvesting technology: Materials, mechanisms, and applications?[J]. Applied Physics Reviews, 2018, 5(4): 041306. | |
| ?[31] KATSOURAS I, ASADI K, LI M Y, et al. The negative piezoelectric effect of the ferroelectric polymer poly(vinylidene fluoride)?[J]. Nature Materials, 2016, 15(1): 78-84. | |
| ?[32] JAGLAN N, UNYAL P. On the structural, dielectric, piezoelectric, and energy storage behavior of polyvinylidene fluoride (PVDF) thick film: Role of annealing temperature?[J]. Journal of Applied Physics, 2022, 132(22): 224109. | |
| ?[33] ElMESSIERY M A. Physical basis for piezoelectricity of bone matrix?[J]. Physical Science Measurement & Instrumentation Management & Education Reviews IEE Proceedings A, 1981, 128(5): 336-346. | |
| ?[34] WADA Y, HAYAKAWA R. A model theory of piezoelectricity and pyroelectricity of poly(vinylidene fluoride) electret?[J]. Ferroelectrics, 1981, 32(1): 55-70. | |
| ?[35] SHAUKAT H, ALI A, BIBI S, et al. A review of the recent advances in piezoelectric materials, energy harvester structures, and their applications in analytical chemistry?[J]. Applied Sciences, 2023, 13(3): 1300. | |
| ?[36] FURUKAWA T, SEO N. Electrostriction as the origin of piezoelectricity in ferroelectric polymers?[J]. Japanese Journal of Applied Physics, 1990, 29(4R): 675. | |
| ?[37] ZHU Z W, RUI G C, LI Q. Electrostriction-enhanced giant piezoelectricity via relaxor-like secondary crystals in extended-chain ferroelectric polymers?[J]. Matter, 2021, 4(11): 3696-3709. | |
| ?[38] CHEN X, QIN H C, QIAN X S, al et, Relaxor ferroelectric polymer exhibits ultrahigh electromechanical coupling at low electric field? [J]. Science, 2022, 375(6587): 1418-1422. | |
| ?[39] CHEN X, QIN H C, ZHU W Y, et al. Giant electrostriction enabled by defect-induced critical phenomena in relaxor ferroelectric polymers?[J]. Macromolecules, 2023, 56(2): 690-696. | |
| ?[40] MEGUID, SHAKER A. Piezoelectric response at nanoscale?[J]. Springer International Publishing, 2016, 2: 41-76. | |
| ?[41] SIDERIS E A, DE LANGE H C. Pumps operated by solid-state electromechanical smart material actuators-A review?[J]. Sensors and Actuators A-Physical, 2020, 307: 111915. | |
| ?[42] MOUSAVI M S S, MANTEGJI F, KOLAHDOUZ M. Enhanced actuation application of nafion-ZnO nanoparticles doped sheet as ionic polymer metal composite (IPMC); dopant piezoelectric effect?[J]. Bulletin of Materials Science, 2020, 43:94. | |
| ?[43] YANG L, ZHANG D S, ZHANG X N, al et, Property of ionic polymer metal composite with different thicknesses based on solution casting technique? [J]. International Journal of Modern Physics B, 2020, 34(28): 2050263. | |
| ?[44] WANG W, LIU Q K, TANASIJEVIC I, et al. Cilia metasurfaces for electronically programmable microfluidic manipulation?[J]. Nature, 2022, 605(7911): 681-686. | |
| ?[45] MISKIN M Z, CORTESE A J, DORSEY K, et al. Electronically integrated, mass-manufactured, microscopic robots?[J]. Nature, 2020, 584(7822): 557-561. | |
| ?[46] DUAN X Y, YU J Y, ZHU Y X, et al. Large-scale spinning approach to engineering knittable hydrogel fiber for soft robots?[J]. ACS Nano, 2020, 14(11): 14929-14938. | |
| ?[47] DISTLER T, POLLEY C, SHI F K, et al. Electrically conductive and 3D printable oxidized alginate-gelatin polypyrrole: PSS hydrogels for tissue engineering?[J]. Advanced Healthcare Materials, 2021, 10: 2001876. | |
| ?[48] GAO W W, ZHANG Y, ZHANG Q Z, et al. Nanoparticle-hydrogel: a hybrid biomaterial system for localized drug delivery?[J]. Annals of Biomedical Engineering, 2016, 44(6): 2049-2061. | |
| ?[49] WON D, KIM J, CHOI J, et al. Digital selective transformation and patterning of highly conductive hydrogel bioelectronics by laser-induced phase separation?[J]. Science Advances, 2022, 8(23): eabo3209. | |
| ?[50] LOPES L C, SIMAS-TOSIN F F, CIPRIANI T R, et al. Effect of low and high methoxyl citrus pectin on the properties of polypyrrole based electroactive hydrogels?[J]. Carbohydrate Polymers, 2017, 155: 11-18. | |
| ?[51] AKHILESH K, GAHARWAR, NICHOLAS A. Nanocomposite Hydrogels for biomedical applications?[J]. Biotechnology and Bioengineering, 2014, 111(3): 441-453. | |
| ?[52] OVANDO-MEGINA V M, REYES-PALACIOS G A, GARCIA MONTEJANO L A, et al. Electroactive polyacrylamide/ chitosan/ polypyrrole hydrogel for captopril release controlled by electricity?[J]. Journal of Vinyl and Additive Technology, 2021, 27(4): 679-690. | |
| ?[53] SANTANIELLO T, MIGLIORINI L, LOCATELLI E, et al. Hybrid nanocomposites based on electroactive hydrogels and cellulose nanocrystals for high-sensitivity electro-mechanical underwater actuation?[J]. Smart Materials and Structures, 2017, 26(8): 085030. | |
| ?[54] LI Y F, SUN Y N, XIAO Y, et al. Electric field actuation of tough electroactive hydrogels cross-linked by functional triblock copolymer micelles?[J]. ACS Applied Materials & Interfaces, 2016, 8(39): 26326-26331. | |
| ?[55] HOU G D, ZHANG X, DU F H, et al. Self-regulated underwater phototaxis of a photoresponsive hydrogel-based phototactic vehicle?[J]. Nature Nanotechnology, 2024, 19(1): 77-84. | |
| ?[56] MORALES D, PALLEAU E, D.DICKEY M, et al. Electro-actuated hydrogel walkers with dual responsive legs?[J]. Soft Matter, 2014, 10(9): 1337-1348. | |
| ?[57] CHEN C T, PENG R C. Design and 3D printing of paper-based shape memory polymer actuated for soft lightweight fingers?[J]. Smart Materials and Structures, 2021, 30(7): 075010. | |
| ?[58] XU Z, DING C, WEI D W, et al. Electro and light-active actuators based on reversible shape-memory polymer composites with segregated conductive networks?[J]. ACS Applied Materials & Interfaces, 2019, 11(33): 30332-30340. | |
| ?[59] YANG P F, ZHU G M, SHEN X L, et al. Poly(ε-caprolactone)-based shape memory polymers crosslinked by polyhedral oligomeric silsesquioxane?[J]. RCS Advances, 2016, 6(93): 90212-90219. | |
| ?[60] SONG J J, CHANG H H, NAGUIB H E. Biocompatible shape memory polymer actuators with high force capabilities?[J]. European Polymer Journal, 2015, 67: 186-198. | |
| ?[61] XIE H, LI L, DENG X Y, et al. Reinforcement of shape-memory poly(ethylene-co-vinyl acetate) by carbon fibre to access robust recovery capability under resistant condition?[J]. Composites Science and Technology, 2018, 157: 202-208. | |
| ?[62] PENG Q Y, WEI H Q, QIN Y Y, et al. Shape-memory polymer nanocomposites with a 3D conductive network for bidirectional actuation and locomotion application?[J]. Nanoscale, 2016, 8(42): 18042-18049. | |
| ?[63] ZHANG Y F, ZHANG N B, HINGORAIN H, et al. Fast-response, stiffness-tunable soft actuator by hybrid multimaterial 3D printing?[J]. Advanced Functional Materials, 2019, 29(15): 1806698. | |
| ?[64] WU Y, YIM J K, LIANG J, et al. Insect-scale fast moving and ultrarobust soft robot?[J]. Science Robotics, 2019, 4(32): eaax1594. | |
| ?[65] CHANG X L, CHEE P S, LIM E K, et al. Radio-frequency enabled ionic polymer metal composite (IPMC) actuator for drug release application?[J]. Smart Materials and Structures, 2018, 28(1): 015024. | |
| ?[66] JIANG H Y, FAN L X, YAN S, et al. Tough and electro-responsive hydrogel actuators with bidirectional bending behavior?[J]. Nanoscale, 2019, 11(5): 2231-2237. | |
| ?[67] JI X B, LIU X C, CACUCCIOLO V, et al. Untethered feel-through haptics using 18-μm thick dielectric elastomer actuators?[J]. Advanced Functional Materials, 2021, 31(39): 2006639. | |
| ?[68] PENG Z H, SHI Y, CHEN N, et al. Stable and high-strain dielectric elastomer actuators based on a carbon nanotube-polymer bilayer electrode?[J]. Advanced Functional Materials, 2021, 31(9): 2008321. | |
| ?[69] KHAN A, INAMUDDIN, JAIN R K, et al. Development of sulfonated poly(vinyl alcohol)/aluminium oxide/graphene based ionic polymer-metal composite (IPMC) actuator?[J]. Sensors and Actuators A: Physical, 2018, 280: 114-124. | |
| ?[70] GUO D, WANG L, WANG X, et al. PEDOT coating enhanced electromechanical performances and prolonged stable working time of IPMC actuator?[J]. Sensors and Actuators B: Chemical, 2020, 305: 127488. | |
| ?[71] SHIN Y, CHOI M Y, CHOI J, et al. Design of an electro-stimulated hydrogel actuator system with fast flexible folding deformation under a low electric field?[J]. ACS Applied Materials & Interfaces, 2021, 13(13): 15633-15646. | |
| ?[72] ZHU Y, BIRAL M, OLDHAM K, et al. Elastically and plastically foldable electrothermal micro-origami for controllable and rapid shape morphing?[J]. Advanced Functional Materials, 2020, 30(40): 2003741. | |
| ?[73] MU W L, LI M J, CHEN E D, et al. Spiral-shape fast-moving soft robots?[J]. Advanced Functional Materials, 2023, 33(35): 2300516. | |
| ?[74] CHEN E D, YANG Y D, LI M J . et al. Bio-mimic, fast-moving, and flippable soft piezoelectric robots?[J]. Advanced Science, 2023, 10(20): 2300673. | |
| ?[75] WANG S, HUANG B, MCCOUL D, et al. A soft breaststroke-inspired swimming robot actuated by dielectric elastomers?[J]. Smart Materials and Structures, 2019, 28(4): 045006. | |
| ?[76] ZHANG B B, ZHANG Y Y, LI Y M, et al. Octopus-swimming-like robot with soft asymmetric arms?[EB/OL]. (2024-10-15)?[2024-11-06]. . | |
| ?[77] CHEN Y F, ZHAO H C, MAO J, et al. Controlled flight of a microrobot powered by soft artificial muscles?[J]. Nature, 2019, 575(7782): 324-329. | |
| ?[78] WU C F, XIAO Y M, ZHAO J X, et al. A multi-modal tailless flapping-wing robot capable of flying, crawling, self-righting and horizontal take-off?[J]. IEEE Robotics and Automation Letters, 2024, 9(5): 4734-4741. | |
| ?[79] LIANG J M, WU Y C, YIM J K, et al. Electrostatic footpads enable agile insect-scale soft robots with trajectory control?[J]. Science Robotics, 2021, 6(55): eabe7906. | |
| ?[80] LIU Y, LIANG J M, LU J F, et al. Complex three-dimensional terrains traversal of insect-scale soft robot?[J]. Soft Robotics, 2023, 10(3): 612-623. | |
| ?[81] MIAO Z C, LIANG J M, CHEN H M, et al. Power autonomy and agility control of an untethered insect-scale soft robot?[J]. Soft Robotics, 2023, 10(4): 749-759. | |
| ?[82] WANG D, ZHAO B W, LI X L, et al. Dexterous electrical-driven soft robots with reconfigurable chiral-lattice foot design?[J]. Nature Communications, 2023, 14(1): 5067. | |
| ?[83] JI X B, LIU X C, CACUCCIOLO V, et al. An autonomous untethered fast soft robotic insect driven by low-voltage dielectric elastomer actuators?[J]. Science Robotics, 2019, 4(37): eaaz6451. | |
| ?[84] KIM S, JOHNSON A M, BERGBREITER S. Picotaur: A 15 mg hexapedal robot with electrostatically driven, 3D-printed legs?[J]. Advanced Intelligent Systems, 2024, 6(10): 2400196. | |
| ?[85] GONG S L, FANG F Y, YI Z R, et al. An intelligent spinal soft robot with self-sensing adaptability?[J]. The Innovation, 2024, 5(4): 100640. | |
| ?[86] PAN X H, PU W, LIU Y L, et al. Self-perceptional soft robotics by a dielectric elastomer?[J]. ACS Applied Materials & Interfaces, 2024, 16(20): 26797-26807. | |
| ?[87] BARTLETT N W, TOLLEY M T, OVERVELDE J T B, et al. A 3D-printed, functionally graded soft robot powered by combustion?[J]. Science, 2015, 349(6244): 161-165. | |
| ?[88] JING Z Y, LI Q Z, SU W T, et al. Dielectric elastomer-driven bionic inchworm soft robot realizes forward and backward movement and jump?[J]. Actuators, 2022, 11(8): 227. | |
| ?[89] LUO B, LI B Y, YU Y, et al. A jumping robot driven by a dielectric elastomer actuator?[J]. Applied Sciences, 2020, 10(7): 2241. | |
| ?[90] DUDUTA M, BERLINGER F C J, NAGPAL R, et al. Electrically-latched compliant jumping mechanism based on a dielectric elastomer actuator?[J]. Smart Materials and Structures, 2019, 28(9): 09LT01. | |
| ?[91] BOGUE R. Climbing robots: recent research and emerging applications?[J]. Industrial Robot-The International Journal of Robotics Research and Application, 2019, 46(6): 721-727. | |
| ?[92] GU G Y, ZOU J, ZHAO R K, et al. Soft wall-climbing robots?[J]. Science Robotics, 2018, 3(25): eaat2874. | |
| ?[93] GUO Y L, GUO J L, LIU L W. Bioinspired multimodal soft robot driven by a single dielectric elastomer actuator and two flexible electroadhesive feet?[J]. Extreme Mechanics Letters, 2022, 53: 101720. | |
| ?[94] ZHENG M J, WANG D K, ZHU D K, et al. PiezoClimber: Versatile and self-transitional climbing soft robot with bioinspired highly directional footpads?[J]. Advanced Functional Materials, 2024, 34(6): 2308384. | |
| ?[95] PANG W B, XU S W, WU J. A soft microrobot with highly deformable 3D actuators for climbing and transitioning complex surfaces?[J]. Proceedings of the National Academy of Sciences, 2022, 119(49): e2215028119. | |
| ?[96] TANG Y C, YANG X L, LIU W, et al. Design and analysis of a novel swimming mechanism inspired by frogs?[J]. Journal of Intelligent & Robotic Systems, 2022, 105(1): 1-17. | |
| ?[97] TANG Y C, QIN L, LI X N, et al. A frog-inspired swimming robot based on dielectric elastomer actuators?[C]∥2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). 2017: 2403-2408. | |
| ?[98] CHRISTIANSON C, BAYAG C, LI G, et al. Jellyfish-inspired soft robot driven by fluid electrode dielectric organic robotic actuators?[J]. Frontiers in Robotics and AI, 2019, 6: 126. | |
| ?[99] LI T F, LI G R, LIANG Y M, et al. Fast-moving soft electronic fish?[J]. Science Advances, 2017, 3(4): e1602045. | |
| ?[100] SHINTAKE J, SHEA H, FLOREANO D. Biomimetic underwater robots based on dielectric elastomer actuators?[C]∥2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2016). 2016: 4957-4962. | |
| ?[101] SHINTAKE J, CACUCCIOLO V, SHEA H, et al. Soft biomimetic fish robot made of dielectric elastomer actuators?[J]. Soft Robotics, 2018, 5: 466-474. | |
| ?[102] 薛栋, 朱紫文, 宋笔锋. 仿鸟扑翼飞行器关键技术综述?[J]. 航空学报, 2024, 45(17): 529984. | |
| XUE D, ZHU Z W, SONG B F. Key technologies of bird inspired flapping-wing micro aerial vehicles: Review?[J]. Acta Aeronautica et Astronautica Sinica, 2024, 45(7): 529984 (in Chinese). | |
| ?[103] 张弘志, 宋笔锋, 孙中超, 等. 扑翼飞行器驱动机构回顾与展望?[J]. 航空学报, 2021, 42(2): 024024. | |
| ZHANG H Z, SONG B F, SUN Z C, et al. Driving mechanism of flapping wing aircraft: Review and prospect?[J]. Acta Aeronautica et Astronautica Sinica, 2021, 42(2): 024024 (in Chinese). | |
| ?[104] WOOD R J. Liftoff of a 60mg flapping-wing MAV?[C]∥2007 IEEE/RSJ International Conference on Intelligent Robots and Systems. 2007: 1889-1894. | |
| ?[105] WOOD R J. The first takeoff of a biologically inspired at-scale robotic insect?[J]. IEEE Transactions on Robotics, 2008, 24(2): 341-347. | |
| ?[106] FINIO B M, SHANG J K, WOOD R J. Body torque modulation for a microrobotic fly?[C]∥2009 IEEE International Conference on Robotics and Automation. 2009: 3449-3456. | |
| ?[107] GRAULE M A, CHIRARATTANANON P, FULLER S B, et al. Perching and takeoff of a robotic insect on overhangs using switchable electrostatic adhesion?[J]. Science, 2016, 352(6288): 978-982. | |
| ?[108] REN Z J, KIM S, JI X, et al. A high-lift micro-aerial-robot powered by low-voltage and long-endurance dielectric elastomer actuators?[J]. Advanced Materials, 2021, 34(7): 2106757. | |
| ?[109] CHEN Y F, ARASE C, REN Z J, et al. Design, characterization, and liftoff of an insect-scale soft robotic dragonfly powered by dielectric elastomer actuators?[J]. Micromachines, 2022, 13(7): 1136. | |
| ?[110] KIM S, HSIAO Y H, CHEN Y, et al. Firefly: An insect-scale aerial robot powered by electroluminescent soft artificial muscles?[J]. IEEE Robotics and Automation Letters, 2022, 7(3): 6950-6957. | |
| ?[111] HAN D L, ZHANG Y J, HUANG C L, et al. Self-oscillating polymeric refrigerator with high energy efficiency?[J]. Nature, 2024, 629(8014): 1041-1046. | |
| ?[112] WU H X, ZHU Y, YAN W Z, et al. A self-regenerative heat pump based on a dual-functional relaxor ferroelectric polymer?[J]. Science, 2024, 386(6721): 546-551. |
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