Design of a Multistable Cantilever Piezoelectric Vibration Energy Harvester with Nonlinear Force Customization
Highlights
- A piezoelectric cantilever energy harvester with user-specified number and coordinates of equilibrium points is proposed.
- Both tristable and pentastable harvesters are designed using a single nonlinear force customization device.
- The pentastable harvester achieves wider bandwidth, lower harvesting frequency, and easier inter-well motion than the tristable one.
- Structural complexity does not increase with the number of stable equilibrium points, unlike conventional spring- or magnet-based designs.
Abstract
1. Introduction
2. Design Principle of Multistable Energy Harvesters
3. Design of Tristable and Pentastable Energy Harvesters
4. Simulation and Experiment
4.1. The Average Method
4.2. Experiment
5. Conclusions
- (1)
- Under weak excitation (e.g., 0.1 g), the multistable system is dominated by softening nonlinearity and can only undergo intra-well motion.
- (2)
- As the excitation increases (e.g., 0.4 g), the system can overcome the potential barrier to perform inter-well jumping and exhibits hardening nonlinearity.
- (3)
- When the acceleration is sufficiently large for both the tristable and pentastable harvesters to undergo inter-well vibration, the pentastable harvester exhibits a wider bandwidth but lower peak power, whereas the tristable harvester shows a narrower bandwidth but higher peak power.
- (4)
- Moreover, appropriately increasing the number of equilibrium points lowers the critical excitation amplitude required for inter-well jumping, providing a general design guideline for broadband energy harvesting in low-excitation environments.
- (5)
- The present results indicate potential for low-duty cycle microsensor power supply; however, practical sensor node operation will require further integration and experimental validation of rectification, power management, and energy-storage circuits.
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Wang, L.; Wang, Y.; Shi, K.; Liu, D.; Yao, Y.; Zhang, Y.; Jia, C.; Li, J.; Zhao, L. Two piezoelectric simply supported beams with T-mass collision for broadband vibration energy harvesting. Measurement 2026, 266, 120388. [Google Scholar] [CrossRef]
- Nie, X.; Lin, X.; Wang, Z.; Yan, Z.; Wang, L. Transient responses of a nonlinear main structure coupled with two-degree-of-freedom nonlinear energy sink and piezoelectric energy harvester. Acta Mech. Sin. 2026, 42, 524785. [Google Scholar] [CrossRef]
- Mao, Y.; Lu, S.; Liu, Q.; Yin, A.; Zhang, Y.; Wang, K.; Zhang, Y.; Guo, R.; Bu, L. Track migration on 3D potential energy surface via magnetically perturbed rotation to enhance multi-stable energy harvesting in weak ocean excitations. Mech. Syst. Signal Process. 2026, 247, 113934. [Google Scholar] [CrossRef]
- Lajmiri-Orak, M.; Ebrahimi, R.; Taki, M.S. Detecting period-doubling bifurcation routes to chaos in a vibro-impact piezoelectric energy harvester. Smart Mater. Struct. 2026, 35, 045024. [Google Scholar] [CrossRef]
- Lai, Z.; Lei, J.; Fang, S.; Xiao, S.; Yan, Z.; Xu, B.; Su, X. Research on a magnetic rolling pendulum-based multi-stable electromagnetic generator with dual-path transition mechanism. Mech. Syst. Signal Process. 2026, 242, 113645. [Google Scholar] [CrossRef]
- Feng, L.; Yuan, X.; Miao, Z.; Zhou, Z.; Su, J.; Li, J.; He, L. A nonlinear magnetic-collision coupled piezoelectric energy harvester with lever amplification for enhanced power generation under lowfrequency excitation. Smart Mater. Struct. 2026, 35, 025027. [Google Scholar] [CrossRef]
- Chen, J.; Shi, R.; Ma, T.; Li, C.; Yu, Y.; Shi, Q.; Zhao, K. Magneto-elastic Piezoelectric Harvester with Geometry-Induced Broadband Nonlinearity. Int. J. Mech. Sci. 2026, 312, 111226. [Google Scholar] [CrossRef]
- Ma, C.; Zhao, W.; Chen, S.; Huang, F.; Wan, D. Numerical investigations of flow-induced vibration and energy harvesting in a passive turbulence control cylinder with nonlinear spring supports. Ocean Eng. 2025, 341, 122593. [Google Scholar] [CrossRef]
- Zou, D.; Liu, G.; Rao, Z.; Zi, Y.; Liao, W.-H. Design of a broadband piezoelectric energy harvester with piecewise nonlinearity. Smart Mater. Struct. 2021, 30, 085040. [Google Scholar] [CrossRef]
- Gao, C.; Su, X.; Tang, J.; Liu, D.; Liu, J. The Electromagnetic Vibration Energy Harvesters Utilize Dual-Mass Pendulums for Multidirectional Harvesting. Sensors 2025, 25, 2017. [Google Scholar] [CrossRef] [PubMed]
- Cui, Y.; Luo, H.; Yang, T.; Qin, W.; Jing, X. Bio-inspired structures for energy harvesting self-powered sensing and smart monitoring. Mech. Syst. Signal Process. 2025, 228, 112459. [Google Scholar] [CrossRef]
- Li, J.; Ouro-Koura, H.; Arnow, H.; Nowbahari, A.; Galarza, M.; Obispo, M.; Tong, X.; Azadmehr, M.; Halvorsen, E.; Hella, M.M.; et al. Broadband Vibration-Based Energy Harvesting for Wireless Sensor Applications Using Frequency Upconversion. Sensors 2023, 23, 5296. [Google Scholar] [CrossRef] [PubMed]
- Rezaei, M.; Talebitooti, R.; Rahmanian, S. Efficient energy harvesting from nonlinear vibrations of PZT beam under simultaneous resonances. Energy 2019, 182, 369–380. [Google Scholar] [CrossRef]
- Fan, K.; Hao, J.; Tan, Q.; Cai, M. A monostable hybrid energy harvester for capturing energy from low-frequency excitations. J. Intell. Mater. Syst. Struct. 2019, 30, 2716–2732. [Google Scholar] [CrossRef]
- Fan, K.; Cai, M.; Liu, H.; Zhang, Y. Capturing energy from ultra-low frequency vibrations and human motion through a monostable electromagnetic energy harvester. Energy 2019, 169, 356–368. [Google Scholar] [CrossRef]
- Yan, L.; Lallart, M.; Karami, A. Low-cost orbit jump in nonlinear energy harvesters through energy-efficient stiffness modulation. Sens. Actuators A Phys. 2019, 285, 676–684. [Google Scholar] [CrossRef]
- Fan, Y.; Liao, Y.; Yang, X.; Niu, M.-Q.; Chen, L.-Q. A nonlinear multi-stable electromagnetic energy harvester with segmented moving magnet configuration. Int. J. Non-Linear Mech. 2025, 178, 105203. [Google Scholar] [CrossRef]
- Zayed, A.A.; Saunders, B.E.; Abdelkefi, A. Geometrical uncertainties effects on the dynamics and effectiveness of a multi-stable vibratory energy harvester. Nonlinear Dyn. 2024, 112, 20849–20878. [Google Scholar] [CrossRef]
- Liu, Q.; Qin, W.; Yang, Y.; Zhou, Z. Harvesting weak vibration energy by amplified inertial force and multi-stable buckling piezoelectric structure. Mech. Syst. Signal Process. 2023, 189, 110125. [Google Scholar] [CrossRef]
- Fu, H.; Yeatman, E.M. Rotational energy harvesting using bi-stability and frequency up-conversion for low-power sensing applications: Theoretical modelling and experimental validation. Mech. Syst. Signal Process. 2019, 125, 229–244. [Google Scholar] [CrossRef]
- Derakhshani, M.; Berfield, T.A.; Murphy, K.D. A component coupling approach to dynamic analysis of a buckled, bistable vibration energy harvester structure. Nonlinear Dyn. 2019, 96, 1429–1446. [Google Scholar] [CrossRef]
- Chiacchiari, S.; Romeo, F.; McFarland, D.M.; Bergman, L.A.; Vakakis, A.F. Vibration energy harvesting from impulsive excitations via a bistable nonlinear attachment—Experimental study. Mech. Syst. Signal Process. 2019, 125, 185–201. [Google Scholar] [CrossRef]
- Arefi, A.; Sreekumar, A.; Chronopoulos, D. A Programmable Hybrid Energy Harvester: Leveraging Buckling and Magnetic Multistability. Micromachines 2025, 16, 359. [Google Scholar] [CrossRef] [PubMed]
- Tao, J.; He, X.; Yi, S.; Deng, Y. Broadband energy harvesting by using bistable FG-CNTRC plate with integrated piezoelectric layers. Smart Mater. Struct. 2019, 28, 095021. [Google Scholar] [CrossRef]
- Huguet, T.; Lallart, M.; Badel, A. Bistable vibration energy harvester and SECE circuit: Exploring their mutual influence. Nonlinear Dyn. 2019, 97, 485–501. [Google Scholar] [CrossRef]
- Zhang, Z.; Li, Y.; Yu, X.; Li, X.; Wu, H.; Wu, H.; Jiang, S.; Chai, G. Bistable morphing composite structures: A review. Thin-Walled Struct. 2019, 142, 74–97. [Google Scholar] [CrossRef]
- Zhou, S.; Cao, J.; Inman, D.J.; Lin, J.; Liu, S.; Wang, Z. Broadband tristable energy harvester: Modeling and experiment verification. Appl. Energy 2014, 133, 33–39. [Google Scholar] [CrossRef]
- Margielewicz, J.; Gąska, D.; Caban, J.; Litak, G.; Dudziak, A.; Ma, X.; Zhou, S. Double-Versus Triple-Potential Well Energy Harvesters: Dynamics and Power Output. Sensors 2023, 23, 2185. [Google Scholar] [PubMed]
- Yang, T.; Cao, Q. Dynamics and performance evaluation of a novel tristable hybrid energy harvester for ultra-low level vibration resources. Int. J. Mech. Sci. 2019, 156, 123–136. [Google Scholar] [CrossRef]
- Mei, X.; Zhou, S.; Yang, Z.; Kaizuka, T.; Nakano, K. A tri-stable energy harvester in rotational motion: Modeling, theoretical analyses and experiments. J. Sound Vib. 2020, 469, 115142. [Google Scholar] [CrossRef]
- Zhang, X.; Huang, X.; Wang, B. A quad-stable nonlinear piezoelectric energy harvester with piecewise stiffness for broadband energy harvesting. Nonlinear Dyn. 2024, 112, 19633–19652. [Google Scholar] [CrossRef]
- Mei, X.; Zhou, S.; Yang, Z.; Kaizuka, T.; Nakano, K. Enhancing energy harvesting in low-frequency rotational motion by a quad-stable energy harvester with time-varying potential wells. Mech. Syst. Signal Process. 2021, 148, 107167. [Google Scholar] [CrossRef]
- Gao, M.; Wang, Y.; Wang, Y.; Yao, Y.; Wang, P.; Sun, Y.; Xiao, J. Modeling and experimental verification of a fractional damping quad-stable energy harvesting system for use in wireless sensor networks. Energy 2020, 190, 116301. [Google Scholar] [CrossRef]
- Zhou, Z.; Qin, W.; Zhu, P. Harvesting performance of quad-stable piezoelectric energy harvester: Modeling and experiment. Mech. Syst. Signal Process. 2018, 110, 260–272. [Google Scholar] [CrossRef]
- Cui, Y.; Yang, T.; Luo, H.; Li, Z.; Jing, X. Jellyfish-inspired bistable piezoelectric-triboelectric hybrid generator for low-frequency vibration energy harvesting. Int. J. Mech. Sci. 2024, 279, 109523. [Google Scholar] [CrossRef]
- Chen, L.; Liao, X.; Sun, B.; Zhang, N.; Wu, J. A numerical-experimental dynamic analysis of high-efficiency and broadband bistable energy harvester with self-decreasing potential barrier effect. Appl. Energy 2022, 317, 119161. [Google Scholar] [CrossRef]
- Ma, J.; Liu, H.; Zhao, L.; Wei, L.; Li, W.; Chang, Y.; Ren, T. Magnetostrictive bi-stable broadband energy harvester based on flytrap bionic mechanism. Sens. Actuators A Phys. 2025, 383, 116186. [Google Scholar] [CrossRef]
- Wang, X.; Zhang, Y.; Xue, S.; Wang, T.; Fu, G.; Mao, X.; Lu, C. Bi-stable electromagnetic generator with asymmetrical potential wells for low frequency vibration energy harvesting. Mech. Syst. Signal Process. 2023, 199, 110478. [Google Scholar] [CrossRef]
- Zhang, H.; Qin, W.; Zhou, Z.; Zhu, P.; Du, W. Piezomagnetoelastic energy harvesting from bridge vibrations using bi-stable characteristics. Energy 2023, 263, 125859. [Google Scholar] [CrossRef]
- Bai, Q.; Zhou, T.; Gan, C.; Wang, Q.; Zheng, X.; Wei, K.-X. A triboelectric-piezoelectric hybrid nanogenerator for rotational energy harvesting based on bistable cantilever beam. Energy Convers. Manag. 2024, 300, 117971. [Google Scholar] [CrossRef]
- Huang, X.; Hua, X.; Chen, Z. Exploiting a novel magnetoelastic tunable bi-stable energy converter for vibration energy mitigation. Nonlinear Dyn. 2025, 113, 2017–2043. [Google Scholar] [CrossRef]
- Luo, H.; Liu, J.; Yang, T.; Zhang, Y.; Cao, Q. Dipteran flight-inspired bistable triboelectric nanogenerator for harvesting low frequency vibration. Nano Energy 2022, 103, 107755. [Google Scholar] [CrossRef]
- Tan, D.; Zhou, J.; Wang, K.; Zhao, X.; Wang, Q.; Xu, D. Bow-type bistable triboelectric nanogenerator for harvesting energy from low-frequency vibration. Nano Energy 2022, 92, 106746. [Google Scholar] [CrossRef]
- Xiong, C.; Wu, N.; He, Y.; Cai, Y.; Zeng, X.; Jin, P.; Lai, M. Nonlinear energy harvesting by piezoelectric bionic ‘M’shape generating beam featured in reducing stress concentration. Micromachines 2023, 14, 1007. [Google Scholar] [CrossRef] [PubMed]
- Dang, S.; Hou, C.; Shan, X.; Sui, G.; Zhang, X. A novel T-shaped beam bistable piezoelectric energy harvester with a moving magnet. Energy 2024, 300, 131486. [Google Scholar] [CrossRef]
- Li, M.; Yu, D.; Li, Y.; Liu, X.; Dai, F. A bi-stable device for simultaneous vibration absorption and energy harvesting using bi-stable piezoelectric composite laminate. Compos. Struct. 2023, 314, 116971. [Google Scholar] [CrossRef]
- Man, D.; Xu, G.; Xu, H.; Xu, D.; Tang, L. Nonlinear Dynamic Analysis of Bistable Piezoelectric Energy Harvester with a New-Type Dynamic Amplifier. Comput. Intell. Neurosci. 2022, 2022, 7155628. [Google Scholar] [CrossRef] [PubMed]
- Zhang, H.-b.; Chen, Y.-b.; Li, K.-k.; Wang, Y.-f.; Wang, G.-q. Piezoelectric energy harvester with tip 3D-printed bi-stable asymmetric raceway for effective harvesting of ultralow-frequency and low-level vibration energy. Mech. Syst. Signal Process. 2025, 224, 112054. [Google Scholar] [CrossRef]
- Qaseem, Q.; Ibrahim, A. Magnetic bistability for a wider bandwidth in vibro-impact triboelectric energy harvesters. Micromachines 2023, 14, 1008. [Google Scholar] [CrossRef] [PubMed]
- Rezaei, M.; Talebitooti, R.; Liao, W.-H.; Friswell, M.I. A comparative study on vibration suppression and energy harvesting via mono-, bi-, and tri-stable piezoelectric nonlinear energy sinks. Nonlinear Dyn. 2024, 112, 10871–10910. [Google Scholar] [CrossRef]
- Gatti, G. An adjustable device to adaptively realise diverse nonlinear force-displacement characteristics. Mech. Syst. Signal Process. 2022, 180, 109379. [Google Scholar] [CrossRef]
- Ma, X.; Li, H.; Zhou, S.; Yang, Z.; Litak, G. Characterizing nonlinear characteristics of asymmetric tristable energy harvesters. Mech. Syst. Signal Process. 2022, 168, 108612. [Google Scholar] [CrossRef]
- Tan, D.; Ou, X.; Zhou, J.; Wang, K.; Pan, H.; Peng, J.; Sun, H. Magnetic tri-stable triboelectric nanogenerator for harvesting energy from low-frequency vibration. Renew. Energy 2025, 243, 122517. [Google Scholar] [CrossRef]
- Zeng, Y.-c.; Ding, H. A tristable nonlinear energy sink. Int. J. Mech. Sci. 2023, 238, 107839. [Google Scholar] [CrossRef]
- Wang, G.; Zheng, Y.; Zhu, Q.; Liu, Z.; Zhou, S. Asymmetric tristable energy harvester with a compressible and rotatable magnet-spring oscillating system for energy harvesting enhancement. J. Sound Vib. 2023, 543, 117384. [Google Scholar] [CrossRef]
- Fu, H.; Jiang, J.; Hu, S.; Rao, J.; Theodossiades, S. A multi-stable ultra-low frequency energy harvester using a nonlinear pendulum and piezoelectric transduction for self-powered sensing. Mech. Syst. Signal Process. 2023, 189, 110034. [Google Scholar] [CrossRef]
- Wang, T.; Zhang, Q.; Han, J.; Wang, W.; Yan, Y.; Cao, X.; Hao, S. Bio-inspired quad-stable piezoelectric energy harvester for low-frequency vibration scavenging. Energy 2023, 282, 128952. [Google Scholar] [CrossRef]
- Wang, X.; Kang, X.; Ji, L.; Zhang, A.; Xia, G. Low frequency vibration energy harvesting of bio-inspired multi-stable piezoelectric vibration system with an adjustable device. Chaos Solitons Fractals 2025, 192, 116026. [Google Scholar] [CrossRef]
- Yan, Y.; Zhang, Q.; Han, J.; Wang, W.; Wang, T.; Cao, X.; Hao, S. Design and investigation of a quad-stable piezoelectric vibration energy harvester by using geometric nonlinearity of springs. J. Sound Vib. 2023, 547, 117484. [Google Scholar] [CrossRef]
- Nadertehrani, A.; Ziaei-Rad, S.; Eshtehardiha, R. Harvesting vibration energy by quad-stable piezoelectric cantilever beam: Modeling, fabrication and testing. Eur. J. Mech.-A/Solids 2024, 107, 105389. [Google Scholar] [CrossRef]
- Zou, D.; Liu, G.; Rao, Z.; Tan, T.; Zhang, W.; Liao, W.H. A device capable of customizing nonlinear forces for vibration energy harvesting, vibration isolation, and nonlinear energy sink. Mech. Syst. Signal Process. 2021, 147, 107101. [Google Scholar] [CrossRef]
- Zou, D.; Liu, G.; Rao, Z.; Tan, T.; Zhang, W.; Liao, W.H. Design of a multi-stable piezoelectric energy harvester with programmable equilibrium point configurations. Appl. Energy 2021, 302, 117585. [Google Scholar] [CrossRef]
- Nayfeh, A.H.; Mook, D.T. Nonlinear Oscillations; John Wiley & Sons: New York, NY, USA, 1979. [Google Scholar]
- Zou, D.; Xue, L.; Lin, Q.; Xu, J.; Dong, X.; Ta, N.; Rao, Z. Influence of propulsion shafting longitudinal vibration on the excitation force and vortex dynamics characteristics of pump-jet propulsor. Ocean Eng. 2024, 295, 116962. [Google Scholar] [CrossRef]
- Zou, D.; Lv, F.; Ta, N.; Rao, Z. Study on bearing force of marine propeller induced by longitudinal vibration of propulsion-shafting. Ships Offshore Struct. 2019, 15, 162–174. [Google Scholar] [CrossRef]
- Zhou, S.; Cao, J.; Inman, D.J.; Lin, J.; Li, D. Harmonic balance analysis of nonlinear tristable energy harvesters for performance enhancement. J. Sound Vib. 2016, 373, 223–235. [Google Scholar] [CrossRef]
- Zhou, Z.; Qin, W.; Yang, Y.; Zhu, P. Improving efficiency of energy harvesting by a novel penta-stable configuration. Sens. Actuators A Phys. 2017, 265, 297–305. [Google Scholar] [CrossRef]
- Li, J.; He, X.; Yang, X.; Liu, Y. A consistent geometrically nonlinear model of cantilevered piezoelectric vibration energy harvesters. J. Sound Vib. 2020, 486, 115614. [Google Scholar] [CrossRef]
- Zhou, S.; Cao, J.; Wang, W.; Liu, S.; Lin, J. Modeling and experimental verification of doubly nonlinear magnet-coupled piezoelectric energy harvesting from ambient vibration. Smart Mater. Struct. 2015, 24, 055008. [Google Scholar] [CrossRef]
- Lallart, M.; Zhou, S.; Yang, Z.; Yan, L.; Li, K.; Chen, Y. Coupling mechanical and electrical nonlinearities: The effect of synchronized discharging on tristable energy harvesters. Appl. Energy 2020, 266, 114516. [Google Scholar] [CrossRef]
- Lai, S.-K.; Wang, C.; Zhang, L.-H. A nonlinear multi-stable piezomagnetoelastic harvester array for low-intensity, low-frequency, and broadband vibrations. Mech. Syst. Signal Process. 2019, 122, 87–102. [Google Scholar] [CrossRef]
- Kim, P.; Seok, J. A multi-stable energy harvester: Dynamic modeling and bifurcation analysis. J. Sound Vib. 2014, 333, 5525–5547. [Google Scholar] [CrossRef]













| Parameter | Piezoelectric Layer | Substrate Layer |
|---|---|---|
| Length, , (mm) | 10 | 135 |
| Width, , (mm) | 19.8 | 19.8 |
| Thickness, , (mm) | 0.21 | 0.36 |
| Young’s modulus, , (GPa) | 56 | 69 |
| Density, , (kg/m3) | 7500 | 2700 |
| Piezoelectric constant, (pm/V) | −186 | - |
| Permittivity, (F/m) | 3400 | - |
| Type | Linear Stiffness k1 | Coordinates (mm) | Stable Equilibrium Points |
|---|---|---|---|
| TEH | 10 Nm−1 | 0, , | 0, ±15 mm |
| PEH | 10 Nm−1 | 0, , , , | 0, ±9 mm, ±15 mm |
| Refs. | Type | Acc. (m/s2) | Operating Frequency Range (≥5 μW) (Hz) | NPD (μW/cm3/g2) | |
|---|---|---|---|---|---|
| Range | Bandwidth | ||||
| Li et al. [68] | Monostable | 10 | 22~26 | 4 | 5.5 |
| Zhou et al. [69] | Bistable | 3.5 | 8~14 | 6 | 26.1 |
| Lallart et al. [70] | Tristable | 5 | 8~12 | 4 | 4.77 |
| Lai et al. [71] | Tristable | 3 | 2~10 | 8 | 225.7 |
| Kim and Seok [72] | Quadstable | 15 | 15~35 | 20 | 4.96 |
| This work, TEH | Tristable | 2 | 3.5~7.6 | 4.1 | 17.4 |
| 4 | 2.5~9.3 | 6.8 | 34.9 | ||
| This work, PEH | Pentastable | 2 | 0.5~7.6 | 7.1 | 28.2 |
| 4 | 0.9~9.1 | 8.2 | 21.3 | ||
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Luo, E.; Li, F.; Jin, X.; Zhang, X.; Rao, Z.; Zou, D. Design of a Multistable Cantilever Piezoelectric Vibration Energy Harvester with Nonlinear Force Customization. Sensors 2026, 26, 4812. https://doi.org/10.3390/s26154812
Luo E, Li F, Jin X, Zhang X, Rao Z, Zou D. Design of a Multistable Cantilever Piezoelectric Vibration Energy Harvester with Nonlinear Force Customization. Sensors. 2026; 26(15):4812. https://doi.org/10.3390/s26154812
Chicago/Turabian StyleLuo, Erfang, Fazhi Li, Xiaolei Jin, Xiaoqing Zhang, Zhushi Rao, and Donglin Zou. 2026. "Design of a Multistable Cantilever Piezoelectric Vibration Energy Harvester with Nonlinear Force Customization" Sensors 26, no. 15: 4812. https://doi.org/10.3390/s26154812
APA StyleLuo, E., Li, F., Jin, X., Zhang, X., Rao, Z., & Zou, D. (2026). Design of a Multistable Cantilever Piezoelectric Vibration Energy Harvester with Nonlinear Force Customization. Sensors, 26(15), 4812. https://doi.org/10.3390/s26154812
