Abstract
Over recent decades, the application of internal resonance-based nonlinear intermodal coupling in electromechanical resonators has shown promise for enhancing functionality and performance. This paper proposes a novel mass sensor by exploiting the frequency shift in the second mode response of an electrostatically actuated clamped–clamped microbeam. The sensor achieves this through intermodal coupling via a 2:1 internal resonance, with external excitation applied to the third mode. Through a systematic investigation using a reduced-order model and finite element analysis, we analyze the influence of adsorbed mass and its position on modal frequencies and establish a feasibility range for the resonance condition. Subsequently, we investigate the influence of adsorbed mass on the dynamics of coupled modes, determining the frequency shift in the second mode response for sensitivity estimation. The influence of critical parameters such as excitation amplitude, damping, frequency gap in the resonance relation, and mass positions on sensitivity is also investigated. Notably, sensitivity exhibits a non-monotonic behavior concerning the non-dimensional parameter (\(\alpha _1\)) and reaches maximum values at higher \(\alpha _1\). The sensor demonstrates a twentyfold increase in sensitivity compared to the fundamental mode. Practical viability is confirmed by evaluating mass sensitivity for experimentally viable beams made of Polysilicon and GaAs. This study presents a comprehensive and systematic methodology for exploring a mass sensor based on modal interaction in electrostatically actuated microbeams.
Similar content being viewed by others
Data availability
Not Applicable.
References
Eom K, Park HS, Yoon DS, Kwon T (2011) Nanomechanical resonators and their applications in biological/chemical detection: Nanomechanics principles. Phys Rep 503:115–163
Hajjaj AZ, Hafiz MA, Younis MI (2017) Mode coupling and nonlinear resonances of MEMS arch resonators for bandpass filters. Sci Rep 7:1–7
Kumar P, Pawaskar DN, Inamdar MM (2023) Investigation of a bandpass filter based on nonlinear modal coupling via 2:1 internal resonance of electrostatically actuated clamped-guided microbeams. J Vib Eng Technol 1–14
Peng JS, Yang L, Luo GB, Yang J (2014) Nonlinear electro-dynamic analysis of micro-actuators: effect of material nonlinearity. Appl Math Model 38:2781–2790
Bu L, Arroyo E, Seshia AA (2021) Frequency combs: a new mechanism for MEMS vibration energy harvesters. In: 21st international conference on solid-state sensors, actuators and microsystems (Transducers), pp 136–139
Fanget S, Hentz S, Puget P, Arcamone J, Matheron M, Colinet E, Andreucci P, Duraffourg L, Meyers Ed, Roukes ML (2011) Gas sensors based on gravimetric detection - a review. Sens Actuators B Chem 160:804–821
Zhao C, Montaseri MH, Wood GS, Pu SH, Seshia AA, Kraft M (2016) A review on coupled MEMS resonators for sensing applications utilizing mode localization. Sens Actuators A 249:93–111
Gau JJ, Lan EH, Dunn B, Ho CM, Woo JCS (2001) A MEMS based amperometric detector for E. Coli bacteria using self-assembled monolayers. Biosens Bioelectron 16:745–755
Sungkanak U, Sappat A, Wisitsoraat A, Promptmas C, Tuantranont A (2010) Ultrasensitive detection of Vibrio cholerae O1 using microcantilever-based biosensor with dynamic force microscopy. Biosens Bioelectron 26:784–789
Urbiztondo MA, Peralta A, Pellejero I, Sesé J, Pina MP, Dufour I, Santamaría J (2012) Detection of organic vapours with Si cantilevers coated with inorganic (zeolites) or organic (polymer) layers. Sens Actuators B Chem 171–172:822–831
Hwang Y, Sohn H, Phan A, Yaghi OM, Candler RN (2013) Dielectrophoresis-assembled zeolitic imidazolate framework nanoparticle-coupled resonators for highly sensitive and selective gas detection. Nano Lett 13:5271–5276
Yamagiwa H, Sato S, Fukawa T, Ikehara T, Maeda R, Mihara T, Kimura M (2014) Detection of volatile organic compounds by weight-detectable sensors coated with metal-organic frameworks. Sci Rep 4:1–6
Hajjaj AZ, Jaber N, Ilyas S, Alfosail FK, Younis MI (2020) Linear and nonlinear dynamics of micro and nano-resonators: review of recent advances. Int J Non-Linear Mech 119:103328
Fritz J, Baller MK, Lang HP, Rothuizen H, Vettiger P, Meyer E, Güntherodt HJ, Gerber Ch, Gimzewski JK (2000) Translating biomolecular recognition into nanomechanics. Science 288:316–318
Wu G, Datar RH, Hansen KM, Thundat T, Cote RJ, Majumdar A (2001) Bioassay of prostate-specific antigen (PSA) using microcantilevers. Nat Biotechnol 19:856–860
Dohn S, Sandberg R, Svendsen W, Boisen A (2005) Enhanced functionality of cantilever based mass sensors using higher modes. Appl Phys Lett 86:1–3
Li M, Tang HX, Roukes ML (2007) Ultra-sensitive NEMS-based cantilevers for sensing, scanned probe and very high-frequency applications. Nat Nanotechnol 2:114–120
Pujol-Vila F, Villa R, Alvarez M (2020) Nanomechanical sensors as a tool for bacteria detection and antibiotic susceptibility testing. Front Mech Eng 6:44
Ono T, Esashi M (2004) Mass sensing with resonating ultra-thin silicon beams detected by a double-beam laser Doppler vibrometer. Meas Sci Technol 15:1977–1981
Baek IB, Byun S, Lee BK, Ryu JH, Kim Y, Yoon YS, Jang WI, Lee S, Yu HY (2017) Attogram mass sensing based on silicon microbeam resonators. Sci Rep 7:1–10
Yang YT, Callegari C, Feng XL, Ekinci KL, Roukes ML (2006) Zeptogram-scale nanomechanical mass sensing. Nano Lett 6:583–586
Chaste J, Eichler A, Moser J, Ceballos G, Rurali R, Bachtold A (2012) A nanomechanical mass sensor with yoctogram resolution. Nat Nanotechnol 7:301–304
Sage E, Sansa M, Fostner S, Defoort M, Gély M, Naik AK, Morel R, Duraffourg L, Roukes ML, Alava T, Jourdan G, Colinet E, Masselon C, Brenac A, Hentz S (2018) Single-particle mass spectrometry with arrays of frequency-addressed nanomechanical resonators. Nat Commun 9:1–8
Lochon F, Dufour I, Rebière D (2005) An alternative solution to improve sensitivity of resonant microcantilever chemical sensors: comparison between using high-order modes and reducing dimensions. Sens Actuators B Chem 108:979–985
Jin D, Li X, Liu J, Zuo G, Wang Y, Liu M, Yu H (2006) High-mode resonant piezoresistive cantilever sensors for tens-femtogram resoluble mass sensing in air. J Micromech Microeng 16:1017–1023
Gao R, Huang Y, Wen X, Zhao J, Liu S (2017) Method to further improve sensitivity for high-order vibration mode mass sensors with stepped cantilevers. IEEE Sens J 17:4405–4411
Okada M, Nagasaki H, Tamano A, Niki K, Tanigawa H, Suzuki K (2009) Silicon beam resonator utilizing the third-order bending mode. Jpn J Appl Phys 48:06FK03
Jaber N, Ramini A, Carreno AAA, Younis MI (2016) Higher order modes excitation of electrostatically actuated clamped-clamped microbeams: experimental and analytical investigation. J Micromech Microeng 26:025008
Zhang WM, Yan H, Peng ZK, Meng G (2014) Electrostatic pull-in instability in MEMS/NEMS: a review. Sens Actuators A 214:187–218
Khaniki HB, Ghayesh MH, Amabili M (2021) A review on the statics and dynamics of electrically actuated nano and micro structures. Int J Non-Linear Mech 129:103658
Jaibir S, Nagendra K, Amitava D (2012) Fabrication of low pull-in voltage RF MEMS switches on glass substrate in recessed CPW configuration for V-band application. J Micromech Microeng 22:025001
Rocha LA, Dias RA, Cretu E, Mol L, Wolffenbuttel RF (2011) Auto-calibration of capacitive MEMS accelerometers based on pull-in voltage. Microsyst Technol 17:429–436
Grade JD, Jerman H, Kenny TW (2003) Design of large deflection electrostatic actuators. J Microelectromech Syst 12:335–343
Khater ME, Al-Ghamdi M, Park S, Stewart KME, Abdel-Rahman EM, Penlidis A, Nayfeh AH, Abdel-Aziz AKS, Basha M (2014) Binary MEMS gas sensors. J Micromech Microeng 24:065007
Bouchaala A, Jaber N, Shekhah O, Chernikova V, Eddaoudi M, Younis MI (2016) A smart microelectromechanical sensor and switch triggered by gas. Appl Phys Lett 109:013502
Jaber N, Ilyas S, Shekhah O, Eddaoudi M, Younis MI (2018) Resonant Gas Sensor and Switch Operating in Air with Metal-Organic Frameworks Coating. J Microelectromech Syst 27:156–163
Al-Ghamdi MS, Khater ME, Stewart KME, Alneamy A, Abdel-Rahman EM, Penlidis A (2019) Dynamic bifurcation MEMS gas sensors. J Micromech Microeng 29:015005
Kumar V, Boley JW, Yang Y, Ekowaluyo H, Miller JK, Chiu GTC, Rhoads JF (2011) Bifurcation-based mass sensing using piezoelectrically-actuated microcantilevers. Appl Phys Lett 98:153510
Nguyen VN, Baguet S, Lamarque CH, Dufour R (2015) Bifurcation-based micro-/nanoelectromechanical mass detection. Nonlinear Dyn 79:647–662
Bouchaala A, Jaber N, Yassine O, Shekhah O, Chernikova V, Eddaoudi M, Younis MI (2016) Nonlinear-based MEMS sensors and active switches for gas detection. Sensors 16:758
Hanay MS, Kelber S, Naik AK, Chi D, Hentz S, Bullard EC, Colinet E, Duraffourg L, Roukes ML (2012) Single-protein nanomechanical mass spectrometry in real time. Nat Nanotechnol 7:602–608
Hanay MS, Kelber SI, O’Connell CD, Mulvaney P, Sader JE, Roukes ML (2015) Inertial imaging with nanomechanical systems. Nat Nanotechnol 10:339–344
Ohta R, Okamoto H, Yamaguchi H (2017) Feedback control of multiple mechanical modes in coupled micromechanical resonators. Appl Phys Lett 110:053106
Yamaguchi H (2017) GaAs-based micro/nanomechanical resonators. Semicond Sci Technol 32:103003
Asadi K, Yu J, Cho H (2018) Nonlinear couplings and energy transfers in micro-and nano-mechanical resonators: intermodal coupling, internal resonance and synchronization. Philos Trans R Soc A Math Phys Eng Sci 376:20170141
Hajjaj AZ, Jaber N, Ilyas S, Alfosail FK, Younis MI (2020) Linear and nonlinear dynamics of micro and nano-resonators: review of recent advances. Int J Non-Linear Mech 119:103328
Kumar P, Muralidharan B, Pawaskar DN, Inamdar MM (2022) Investigation of phonon lasing like auto-parametric instability between \(1-\)D flexural modes of electrostatically actuated microbeams. Int J Mech Sci 220:107135
Zhang T, Wei X, Jiang Z, Cui T (2018) Sensitivity enhancement of a resonant mass sensor based on internal resonance. Appl Phys Lett 113:1–6
Li L, Zhang YP, Ma CC, Liu CC, Peng B (2020) Anti-symmetric mode vibration of electrostatically actuated clamped-clamped microbeams for mass sensing. Micromachines 11:12
Li L, Zhang W, Wang J, Hu K, Peng B, Shao M (2020) Bifurcation behavior for mass detection in nonlinear electrostatically coupled resonators. Int J Non-Linear Mech 119:103366
Li L, Liu H, Shao M, Ma C (2021) A novel frequency stabilization approach for mass detection in nonlinear mechanically coupled resonant sensors. Micromachines 12:1–20
Kumar P, Inamdar MM, Pawaskar DN (2020) Characterisation of the internal resonances of a clamped-clamped beam MEMS resonator. Microsyst Technol 26:1987–2003
Noori N (2018) Analysis of 2:1 internal resonance in mems applications. Master’s thesis, Applied Sciences: School of Mechatronic Systems Engineering
Bouchaala A, Nayfeh AH, Younis MI (2017) Analytical study of the frequency shifts of micro and nano clamped-clamped beam resonators due to an added mass. Meccanica 52:333–348
Li L, Zhang Q, Wang W, Han J (2017) Nonlinear coupled vibration of electrostatically actuated clamped-clamped microbeams under higher-order modes excitation. Nonlinear Dyn 90:1593–1606
Kumar P, Inamdar MM, Pawaskar DN (2020) Investigation of 3:1 internal resonance of electrostatically actuated microbeams with flexible supports. In: International design engineering technical conferences and computers and information in engineering conference, vol 83907, p V001T01A006
Kumar P, Pawaskar DN, Inamdar MM (2022) Investigating internal resonances and 3:1 modal interaction in an electrostatically actuated clamped-hinged microbeam. Meccanica 57:143–163
Hajjaj AZ, Alcheikh N, Ramini A, Hafiz M, Younis MI (2016) Highly tunable electrothermally and electrostatically actuated resonators. J Microelectromech Syst 25:440–449
Acknowledgements
The authors would like to thank the Indian Institute of Technology Bombay for providing all the research facilities to conduct this research.
Funding
Not applicable.
Author information
Authors and Affiliations
Contributions
PK did conceptualization, visualization, methodology, investigation, software, validation, and writing. DNP done visualization, supervision, and writing, and MMI was involved in conceptualization, visualization, supervision, and writing.
Corresponding author
Ethics declarations
Conflict of interest
On behalf of all authors, the corresponding author states that there is no conflict of interest.
Appendix A
Appendix A
1.1 A. 1 Coefficient of quadratic terms
where
for \(i, j, n=2, 3\).
1.2 A. 2 Coefficient of cubic terms
where
for i, j, k and n \(=\) 2, 3.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Kumar, P., Pawaskar, D.N. & Inamdar, M.M. Mass sensing based on nonlinear intermodal coupling via 2:1 internal resonance of electrostatically actuated clamped–clamped microbeams. Int. J. Dynam. Control (2023). https://doi.org/10.1007/s40435-023-01355-7
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s40435-023-01355-7