MEMS sensor for detection and measurement of ultra-fine particles

This paper investigates the performance of the micro-electro-mechanical systems resonant sensor used for particle detection and concentration measurement. The fine and ultra-fine particles such as particulate matter (PM), ferrous particles, and nanoparticles are known to contaminate the atmosphere, fluids used in industrial machines, and food, respectively. The physical principles involved in the target particles accumulating on the sensor are presented. Micro-gravimetric resonators that use piezoelectric and thermally actuated transducers for particle detection and concentration measurement in air and high-viscosity liquids are analysed. Critical sensor features, such as maximum possible parametric sensitivity, the detection limit of particle size and mass concentration, linear dynamic range, and output stability, are thoroughly evaluated.

[1]  Sheng-Shian Li,et al.  A PM2.5 Sensor Module Based on a TPoS MEMS Oscillator and an Aerosol Impactor , 2020, IEEE Sensors Journal.

[2]  P. Alam ‘S’ , 2021, Composites Engineering: An A–Z Guide.

[3]  U. Schmid,et al.  Novel resonant MEMS sensor for the detection of particles with dielectric properties in aged lubricating oils , 2020 .

[4]  Reza Abdolvand,et al.  Micromachined Resonators: A Review , 2016, Micromachines.

[5]  Ming-Jenn Wu,et al.  Evaluation and Selection of Materials for Particulate Matter MEMS Sensors by Using Hybrid MCDM Methods , 2018, Sustainability.

[6]  Richard M. White,et al.  Microfabricated air-microfluidic sensor for personal monitoring of airborne particulate matter: Design, fabrication, and experimental results , 2013 .

[7]  Size-selective electrostatic sampling and removal of nanoparticles on silicon cantilever sensors for air-quality monitoring , 2017, 2017 19th International Conference on Solid-State Sensors, Actuators and Microsystems (TRANSDUCERS).

[8]  Suan Hui Pu,et al.  A review on coupled MEMS resonators for sensing applications utilizing mode localization , 2016 .

[9]  Julian W. Gardner,et al.  A laterally driven micromachined resonant pressure sensor , 1996 .

[10]  Lijie Li Simulation of Mass Sensor Based on Luminescence of Micro/Nano Electromechanical Resonator , 2017, IEEE Electron Device Letters.

[11]  Micro Quartz Tuning Fork-Based PM2.5 Sensor for Personal Exposure Monitoring , 2019, IEEE Sensors Journal.

[12]  U. Schmid,et al.  Position-dependent mass responsivity of silicon MEMS cantilevers excited in the fundamental, two-dimensional roof tile-shaped mode , 2019, Journal of Micromechanics and Microengineering.

[13]  Franz J. Giessibl,et al.  A direct method to calculate tip–sample forces from frequency shifts in frequency-modulation atomic force microscopy , 2001 .

[14]  Jamil Akhtar,et al.  Distributed MEMS Mass-Sensor Based on Piezoelectric Resonant Micro-Cantilevers , 2019, Journal of Microelectromechanical Systems.

[15]  K. Ikeda,et al.  Vacuum-sealed silicon micromachined pressure sensors , 1998, Proc. IEEE.

[16]  U. Schmid,et al.  Piezoelectrically excited MEMS sensor with integrated planar coil for the detection of ferrous particles in liquids , 2019, Sensors and Actuators B: Chemical.

[17]  A. Seshia,et al.  MEMS Based Gravimetric Sensor for the Detection of Ultra-Fine Aerosol Particles , 2020, 2020 IEEE Sensors.

[18]  Sheng-Shian Li,et al.  Thermal-Piezoresistive SOI-MEMS Oscillators Based on a Fully Differential Mechanically Coupled Resonator Array for Mass Sensing Applications , 2018, Journal of Microelectromechanical Systems.

[19]  L. Morawska,et al.  Smart homes and the control of indoor air quality , 2018, Renewable and Sustainable Energy Reviews.

[20]  Milind Pandit,et al.  Weakly Coupled Piezoelectric MEMS Resonators for Aerosol Sensing , 2020, Sensors.

[21]  W. Park,et al.  MEMS particle sensor based on resonant frequency shifting , 2020 .

[22]  Hutomo Suryo Wasisto,et al.  In-Plane and Out-of-Plane MEMS Piezoresistive Cantilever Sensors for Nanoparticle Mass Detection , 2020, Sensors.

[23]  Tsuyoshi Murata,et al.  {m , 1934, ACML.

[24]  A. Seshia,et al.  Closed-Loop Characterization of Noise and Stability in a Mode-Localized Resonant MEMS Sensor , 2019, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

[25]  Ashwin A. Seshia,et al.  Micro-electro-mechanical resonant tilt sensor with 250 nano-radian resolution , 2013, 2013 Joint European Frequency and Time Forum & International Frequency Control Symposium (EFTF/IFC).

[26]  Masayoshi Esashi,et al.  Magnetic force and optical force sensing with ultrathin silicon resonator , 2003 .

[27]  N. Aluru,et al.  Resonant MEMS Mass Sensors for Measurement of Microdroplet Evaporation , 2012, Journal of Microelectromechanical Systems.

[28]  A. Waag,et al.  Airborne engineered nanoparticle mass sensor based on a silicon resonant cantilever , 2013 .

[29]  Shitang He,et al.  A Novel Particulate Matter 2.5 Sensor Based on Surface Acoustic Wave Technology , 2018 .

[30]  José Ignacio Suárez,et al.  Low-Cost Air Quality Measurement System Based on Electrochemical and PM Sensors with Cloud Connection , 2021, Sensors.

[31]  Mikko Saukoski,et al.  System and circuit design for a capacitive MEMS gyroscope , 2008 .

[32]  A. Boisen,et al.  Aluminum nano-cantilevers for high sensitivity mass sensors , 2005, 5th IEEE Conference on Nanotechnology, 2005..

[33]  P. Xu,et al.  A resonant cantilever based particle sensor with particle-size selection function , 2018 .

[34]  P. Alam ‘G’ , 2021, Composites Engineering: An A–Z Guide.

[35]  V. Pachkawade State-of-the-Art in Mode-Localized MEMS Coupled Resonant Sensors: A Comprehensive Review , 2021, IEEE Sensors Journal.

[36]  Wen-chang Hao,et al.  Development of a new surface acoustic wave based PM2.5 monitor , 2014, Proceedings of the 2014 Symposium on Piezoelectricity, Acoustic Waves, and Device Applications.

[37]  Sheng-Kai Yeh,et al.  CMOS-MEMS technologies for the applications of environment sensors and environment sensing hubs , 2021, Journal of Micromechanics and Microengineering.

[38]  Kenichi Soga,et al.  Fabrication of high-resolution strain sensors based on wafer-level vacuum packaged MEMS resonators , 2016 .

[39]  J. Sánchez-Rojas,et al.  Piezoelectric MEMS Resonators for Cigarette Particle Detection , 2019, Micromachines.

[40]  S. Pourkamali,et al.  Thermally actuated MEMS resonant sensors for mass measurement of micro/nanoscale aerosol particles , 2009, 2009 IEEE Sensors.

[41]  Roland J. Leigh,et al.  Practical Use of Metal Oxide Semiconductor Gas Sensors for Measuring Nitrogen Dioxide and Ozone in Urban Environments , 2017, Sensors.

[42]  Xiaodong Sun,et al.  A Micromachined Pressure Sensor with Integrated Resonator Operating at Atmospheric Pressure , 2013, Sensors.

[43]  Ulrich Schmid,et al.  High performance piezoelectric AlN MEMS resonators for precise sensing in liquids , 2020, Elektrotech. Informationstechnik.

[44]  L. Friberg [Air pollution]. , 1984, Svenska lakartidningen.

[45]  Stefano Bianco,et al.  Silicon resonant microcantilevers for absolute pressure measurement , 2006 .

[46]  Min Liu,et al.  Tens Femtogram Resoluble Piezoresistive Cantilever Sensors with Optimized High-Mode Resonance Excitation , 2006, 2006 1st IEEE International Conference on Nano/Micro Engineered and Molecular Systems.

[47]  Behraad Bahreyni,et al.  Ultrasensitive mass balance based on a bulk acoustic mode single-crystal silicon resonator , 2007 .

[48]  J. Gardner,et al.  Design and modelling of solidly mounted resonators for low-cost particle sensing , 2016 .

[49]  Jiang Zhe,et al.  Lubricating oil conditioning sensors for online machine health monitoring – A review , 2017 .

[50]  Wen-Tse Hsiao,et al.  Integrating temperature, humidity, and optical aerosol sensors for a wireless module for three-dimensional space monitoring , 2018, 2018 IEEE Sensors Applications Symposium (SAS).

[51]  W. I. Jang,et al.  Attogram mass sensing based on silicon microbeam resonators , 2017, Scientific Reports.

[52]  Erwin Peiner,et al.  Fabrication of a microcantilever-based aerosol detector with integrated electrostatic on-chip ultrafine particle separation and collection , 2019, Journal of Micromechanics and Microengineering.

[53]  Siavash Pourkamali,et al.  Chip-Scale Implementation and Cascade Assembly of Particulate Matter Collectors With Embedded Resonant Mass Balances , 2017, IEEE Sensors Journal.

[54]  Joshua E-Y Lee,et al.  Resonant tuning fork strain gauge operating in air with decoupled piezoelectric transducers , 2017, 2017 IEEE SENSORS.

[55]  A. Fauci,et al.  Identification, purification, and characterization of antigen-activated and antigen-specific human B lymphocytes , 1983, The Journal of experimental medicine.

[56]  M. Tartagni,et al.  Ultra-Low Power CMOS Readout for Resonant MEMS Strain Sensors , 2018, Proceedings.

[57]  T. Itoh,et al.  Hybrid Piezoelectric MEMS Resonators for Application in Bio-Chemical Sensing , 2014 .

[58]  Daniel Puiu Poenar,et al.  Microfluidic and Micromachined/MEMS Devices for Separation, Discrimination and Detection of Airborne Particles for Pollution Monitoring , 2019, Micromachines.

[59]  J. L. Sánchez-Rojas,et al.  Calibration procedure for piezoelectric MEMS resonators to determine simultaneously density and viscosity of liquids , 2018 .

[60]  A. Prusakova,et al.  DEVELOPMENT OF RECOMMENDATIONS WHEN WORKING ACCORDING TO ASTMD 943 «STANDARD TEST METHOD FOR OXIDATION CHARACTERISTICS OF INHIBITED MINERAL OILS» , 2019, Bulletin of the Angarsk State Technical University.

[61]  M. El-Gamal,et al.  Realizing a Highly Compact Particulate Matter Sensor With a MEMS-Based Resonant Membrane , 2019, 2019 IEEE SENSORS.

[62]  Sheng-Shian Li,et al.  A Thin-Film Piezoelectric-on-Silicon MEMS Oscillator for Mass Sensing Applications , 2020, IEEE Sensors Journal.

[63]  P. Alam ‘N’ , 2021, Composites Engineering: An A–Z Guide.

[64]  P. Mcmurry Chapter 17 A review of atmospheric aerosol measurements , 2002 .

[65]  Xudong Zou,et al.  A high-resolution micro-electro-mechanical resonant tilt sensor , 2014 .

[66]  Alejandro H. Ballado,et al.  Microcontroller and app-based air quality monitoring system for particulate matter 2.5 (PM2.5) and particulate matter 1 (PM1) , 2017, 2017IEEE 9th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment and Management (HNICEM).

[67]  Yuelin Wang,et al.  A novel bulk micromachined gyroscope with slots structure working at atmosphere , 2003 .

[68]  Xianhe Huang,et al.  The Exploration and Confirmation of the Maximum Mass Sensitivity of Quartz Crystal Microbalance , 2018, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

[69]  M. Roukes,et al.  Ultrasensitive nanoelectromechanical mass detection , 2004, cond-mat/0402528.

[70]  Sheng-Shian Li,et al.  Gated CMOS-MEMS thermal-piezoresistive oscillator-based PM2.5 sensor with enhanced particle collection efficiency , 2018, 2018 IEEE Micro Electro Mechanical Systems (MEMS).

[71]  Steven W. Shaw,et al.  A single input–single output mass sensor based on a coupled array of microresonators , 2007 .