A Review of the Capacitive MEMS for Seismology

MEMS (Micro Electro-Mechanical Systems) sensors enable a vast range of applications: among others, the use of MEMS accelerometers for seismology related applications has been emerging considerably in the last decade. In this paper, we provide a comprehensive review of the capacitive MEMS accelerometers: from the physical functioning principles, to the details of the technical precautions, and to the manufacturing procedures. We introduce the applications within seismology and earth sciences related disciplines, namely: earthquake observation and seismological studies, seismic surveying and imaging, structural health monitoring of buildings. Moreover, we describe how the use of the miniaturized technologies is revolutionizing these fields and we present some cutting edge applications that, in the very last years, are taking advantage from the use of MEMS sensors, such as rotational seismology and gravity measurements. In a ten-year outlook, the capability of MEMS sensors will certainly improve through the optimization of existing technologies, the development of new materials, and the implementation of innovative production processes. In particular, the next generation of MEMS seismometers could be capable of reaching a noise floor under the lower seismic noise (few tenths of ng/Hz) and expanding the bandwidth towards lower frequencies (∼0.01 Hz).

[1]  Ting-Yu Hsu,et al.  Application of the low-cost MEMS-type seismometer for structural health monitoring: A pre-study , 2016, 2016 IEEE International Instrumentation and Measurement Technology Conference Proceedings.

[2]  Vladimir Vukmirica,et al.  Two Methods for the Determination of Inertial Sensor Parameters , 2010 .

[3]  Vincenzo Gattulli,et al.  Long-term structural monitoring of the damaged Basilica S. Maria di Collemaggio through a low-cost wireless sensor network , 2015 .

[4]  Vadim M. Agafonov,et al.  Electrochemical Seismometers of Linear and Angular Motion , 2015 .

[5]  A. Seshia,et al.  A Seismic-Grade Resonant MEMS Accelerometer , 2014, Journal of microelectromechanical systems.

[6]  Bruno Ando,et al.  A BE-SOI MEMS for Inertial Measurement in Geophysical Applications , 2011, IEEE Transactions on Instrumentation and Measurement.

[7]  Richard Balogh,et al.  Analysis of capacitive MEMS sensor for small accelerations , 2018, 2018 Cybernetics & Informatics (K&I).

[8]  Junbo Wang,et al.  A micro electrochemical seismic sensor based on MEMS technologies , 2013 .

[9]  E. Cochran,et al.  The Quake-Catcher Network Rapid Aftershock Mobilization Program Following the 2010 M 8.8 Maule, Chile Earthquake , 2011 .

[10]  Mohamed S. Shehata,et al.  Structural Health Monitoring Using Wireless Sensor Networks: A Comprehensive Survey , 2017, IEEE Communications Surveys & Tutorials.

[11]  Vadim M. Agafonov,et al.  Self-Noise of the MET Angular Motion Seismic Sensors , 2015, J. Sensors.

[12]  Fabio Dovis,et al.  A Comparison between Different Error Modeling of MEMS Applied to GPS/INS Integrated Systems , 2013, Sensors.

[13]  Jessica R. Murray,et al.  Crowdsourced earthquake early warning , 2015, Science Advances.

[14]  Yih-Min Wu,et al.  A High-Density Seismic Network for Earthquake Early Warning in Taiwan Based on Low Cost Sensors , 2013 .

[15]  Shuki Ronen,et al.  Comparison between geophones and two MEMS types and repeatability of land data , 2005 .

[16]  Andrei M. Shkel,et al.  Experimental evaluation and comparative analysis of commercial variable-capacitance MEMS accelerometers , 2003 .

[17]  Angelos Amditis,et al.  MEMS-based sensors for post-earthquake damage assessment , 2011 .

[18]  Luca Greco,et al.  Characterization of MEMS accelerometer self-noise by means of PSD and Allan Variance analysis , 2017, 2017 7th IEEE International Workshop on Advances in Sensors and Interfaces (IWASI).

[19]  Austin A. Holland,et al.  Earthquake Data Recorded by the MEMS Accelerometer: Field Testing in Idaho , 2003 .

[20]  Yih-Min Wu,et al.  Progress on Development of an Earthquake Early Warning System Using Low-Cost Sensors , 2015, Pure and Applied Geophysics.

[21]  M. Zehetbauer,et al.  A review of the most important failure, reliability and nonlinearity aspects in the development of microelectromechanical systems (MEMS) , 2017 .

[22]  J. Chen,et al.  A MEMS based electrochemical seismic sensor , 2013, 2013 Transducers & Eurosensors XXVII: The 17th International Conference on Solid-State Sensors, Actuators and Microsystems (TRANSDUCERS & EUROSENSORS XXVII).

[23]  Elizabeth S. Cochran,et al.  The Quake-Catcher Network: Citizen Science Expanding Seismic Horizons , 2009 .

[24]  Masayoshi Esashi,et al.  An electrostatic servo-type three-axis silicon accelerometer , 1995 .

[25]  Battalgazi Yildirim,et al.  Improved Rapid Magnitude Estimation for a Community‐Based, Low‐Cost MEMS Accelerometer Network , 2015 .

[26]  J. Wu,et al.  Chip on Board development for a novel MEMS accelerometer for seismic imaging , 2012, 2012 IEEE 62nd Electronic Components and Technology Conference.

[27]  D. Mougenot,et al.  Benefits of MEMS Based Seismic Accelerometers for Oil Exploration , 2007, TRANSDUCERS 2007 - 2007 International Solid-State Sensors, Actuators and Microsystems Conference.

[28]  Gary F. Margrave,et al.  Comparisons between data recorded by several 3-component coil geophones and a MEMS sensor at the Violet Grove monitor seismic survey , 2006 .

[29]  Qingkai Kong,et al.  MyShake: A smartphone seismic network for earthquake early warning and beyond , 2016, Science Advances.

[30]  Anton Umek,et al.  Evaluation of Smartphone Inertial Sensor Performance for Cross-Platform Mobile Applications , 2016, Sensors.

[31]  Jack W. Baker,et al.  Rapid Earthquake Characterization Using MEMS Accelerometers and Volunteer Hosts Following the M 7.2 Darfield, New Zealand, Earthquake , 2014 .

[32]  Bo Li,et al.  Wireless earthquake alarm design based on MEMS accelerometer , 2011, 2011 International Conference on Consumer Electronics, Communications and Networks (CECNet).

[33]  Paola Pierleoni,et al.  Performance Evaluation of a Low-Cost Sensing Unit for Seismic Applications: Field Testing During Seismic Events of 2016-2017 in Central Italy , 2018, IEEE Sensors Journal.

[34]  Chiara Bedon,et al.  Prototyping and Validation of MEMS Accelerometers for Structural Health Monitoring - The Case Study of the Pietratagliata Cable-Stayed Bridge , 2018, J. Sens. Actuator Networks.

[35]  Nadim Maluf,et al.  An Introduction to Microelectromechanical Systems Engineering , 2000 .

[36]  Zhuangde Jiang,et al.  A MEMS resonant accelerometer for low-frequency vibration detection , 2018, Sensors and Actuators A: Physical.

[37]  C. A. Kukkonen,et al.  Microsensors and Microinstruments for Space Science and Exploration , 1997 .

[38]  Jidong Wei,et al.  Comparing the MEMS accelerometer and the analog geophone , 2013 .

[39]  Qin Lv,et al.  Earthquake Early Warning and Beyond: Systems Challenges in Smartphone-based Seismic Network , 2019, HotMobile.

[40]  Mihailo D. Trifunac,et al.  Recent Advances in Rotational Seismology , 2009 .

[41]  Bruno Ando,et al.  A low cost multi-sensor system for investigating the structural response of buildings , 2018 .

[42]  S. Jean-Michel,et al.  Market opportunities for advanced MEMS accelerometers and overview of actual capabilities vs. required specifications , 2004, PLANS 2004. Position Location and Navigation Symposium (IEEE Cat. No.04CH37556).

[43]  Ting-Yu Hsu,et al.  Evaluating Post-Earthquake Building Safety Using Economical MEMS Seismometers , 2018, Sensors.

[44]  Toshiyuki Tsuchiya Technologies, applications, and reliabilities of microelectromechanical systems (MEMS) , 2009 .

[45]  Amir Hossein Alavi,et al.  An overview of smartphone technology for citizen-centered, real-time and scalable civil infrastructure monitoring , 2019, Future Gener. Comput. Syst..

[46]  Chien-Chih Chen,et al.  How Well Can We Extract the Permanent Displacement from Low-Cost MEMS Accelerometers? , 2017, Sensors.

[47]  Nicolas Tellier,et al.  High-quality signal recording down to 0.001 Hz with standard MEMS accelerometers , 2018 .

[48]  Ayan Sadhu,et al.  A literature review of next‐generation smart sensing technology in structural health monitoring , 2019, Structural Control and Health Monitoring.

[49]  Jennifer A. Strauss,et al.  MyShake: Using Human-Centered Design Methods to Promote Engagement in a Smartphone-Based Global Seismic Network , 2018, Front. Earth Sci..

[50]  E. Cochran,et al.  A novel strong-motion seismic network for community participation in earthquake monitoring , 2009, IEEE Instrumentation & Measurement Magazine.

[51]  Ji Fan,et al.  A nano-g MEMS accelerometer for earthquake monitoring , 2017, 2017 19th International Conference on Solid-State Sensors, Actuators and Microsystems (TRANSDUCERS).

[52]  Niall P Macdonald,et al.  Increasing the functionalities of 3D printed microchemical devices by single material, multimaterial, and print-pause-print 3D printing. , 2019, Lab on a chip.

[53]  Takao Aizawa,et al.  Application of MEMS accelerometer to geophysics , 2008 .

[54]  G. D. Hammond,et al.  A Portable MEMS Gravimeter for the Detection of the Earth Tides , 2018, 2018 IEEE SENSORS.

[55]  Zhi Qun Luo,et al.  Development on Seismic Sensor System with MEMS Technology for Elevator’s Seismic Condition , 2015 .

[56]  Herbert H. Woodson,et al.  Electromechanical Dynamics. Part I: Discrete Systems , 1968 .

[57]  Jianghui Geng,et al.  Seismogeodesy using GPS and low-cost MEMS accelerometers: Perspectives for earthquake early warning and rapid response , 2016 .

[58]  Standard SpeciÞcation Format Guide and Test Procedure for Single-Axis Interferometric Fiber Optic Gyros , 1998 .

[59]  Abhinav Prasad,et al.  MEMS gravity sensors for imaging density anomalies , 2018, NanoScience + Engineering.

[60]  Rahinul Hoque,et al.  Earthquake monitoring and warning system , 2015, 2015 International Conference on Advances in Electrical Engineering (ICAEE).

[61]  Vadim M. Agafonov,et al.  Molecular Electric Transducers as Motion Sensors: A Review , 2013, Sensors.

[62]  A. Fasso,et al.  The Earthquake Network Project: Toward a Crowdsourced Smartphone‐Based Earthquake Early Warning System , 2015, 1512.01026.

[63]  Robert M. Doran Two Ways of Being Conscious: The Notion of Psychic Conversion , 2012 .

[64]  Giuseppe D'Anna,et al.  Suitability of Low‐Cost Three‐Axis MEMS Accelerometers in Strong‐Motion Seismology: Tests on the LIS331DLH (iPhone) Accelerometer , 2013 .

[65]  Tayfun Akin,et al.  A new design and a fabrication approach to realize a high performance three axes capacitive MEMS accelerometer , 2016 .

[66]  David C. Wilson,et al.  Do Low‐Cost Seismographs Perform Well Enough for Your Network? An Overview of Laboratory Tests and Field Observations of the OSOP Raspberry Shake 4D , 2018, Seismological Research Letters.

[67]  Lori Dengler,et al.  MEMS Accelerometer Mini-Array (MAMA): A Low-Cost Implementation for Earthquake Early Warning Enhancement , 2019, Earthquake Spectra.

[68]  Yuichiro Yamabe,et al.  Fundamental Tests on a Structural Health Monitoring System for Building Structures Using a Single-board Microcontroller , 2015 .

[69]  Alessandro Sabato,et al.  Wireless MEMS-Based Accelerometer Sensor Boards for Structural Vibration Monitoring: A Review , 2017, IEEE Sensors Journal.

[70]  Gülüm Tanırcan,et al.  RELIABILITY OF MEMS ACCELEROMETERS FOR INSTRUMENTAL INTENSITY MAPPING OF EARTHQUAKES , 2018 .

[71]  Erika Angerer,et al.  Comparison of single sensor 3C MEMS and conventional geophone arrays for deep target exploration , 2008 .

[72]  Dipankar Nag,et al.  High performance ΣΔ closed loop accelerometer , 2014, 2014 International Symposium on Integrated Circuits (ISIC).

[73]  Yu Zheng,et al.  A new type of tri-axial accelerometers with high dynamic range MEMS for earthquake early warning , 2017, Comput. Geosci..

[74]  Chao Xu,et al.  An Electrochemical, Low-Frequency Seismic Micro-Sensor Based on MEMS with a Force-Balanced Feedback System , 2017, Sensors.

[75]  Jack W. Judy,et al.  Microelectromechanical systems (MEMS): fabrication, design and applications , 2001 .

[76]  H. Tilmans Equivalent circuit representation of electromechanical transducers: II. Distributed-parameter systems , 1997 .

[77]  Xinjian Shan,et al.  Performance Evaluation of Low-Cost Seismic Sensors for Dense Earthquake Early Warning: 2018–2019 Field Testing in Southwest China , 2019, Sensors.

[78]  Junbo Wang,et al.  Low Frequency Electrochemical Accelerometer with Low Noise Based on MEMS , 2012 .

[79]  Jens Havskov,et al.  Instrumentation in Earthquake Seismology , 2005 .

[80]  Alejandro Moreno-Gomez,et al.  Sensors Used in Structural Health Monitoring , 2018 .

[81]  Sercel,et al.  General Application of MEMS Sensors for Land Seismic Acquisition – Is it Time ? , 2003 .

[82]  Luca Greco,et al.  MEMS technology in seismology: A short review , 2018, 2018 IEEE International Conference on Environmental Engineering (EE).

[83]  Huafeng Liu,et al.  A Silicon Seismic Package (SSP) for Planetary Geophysics , 2016 .

[84]  Richard Guy,et al.  Performance of Several Low-Cost Accelerometers , 2014 .

[85]  C. Christensen,et al.  On the Reliability of Quake‐Catcher Network Earthquake Detections , 2015 .

[86]  Andreas Krause,et al.  Community Seismic Network , 2012 .

[87]  Jerry Wu,et al.  3D MEMS sensor for application on earthquakes early detection and Nowcast , 2016, Commercial + Scientific Sensing and Imaging.

[88]  A.M. Davis,et al.  Microelectronic circuits , 1983, Proceedings of the IEEE.

[89]  Robert R. Stewart,et al.  Field data comparisons of MEMS accelerometers and analog geophones , 2008 .

[90]  Christopher Juhlin,et al.  Multicomponent broadband digital-based seismic landstreamer for near-surface applications , 2015 .

[91]  Prashanth Ragam,et al.  Application of MEMS-based accelerometer wireless sensor systems for monitoring of blast-induced ground vibration and structural health: a review , 2019, IET Wirel. Sens. Syst..

[92]  Bernhard E. Boser,et al.  A 3-axis force balanced accelerometer using a single proof-mass , 1997, Proceedings of International Solid State Sensors and Actuators Conference (Transducers '97).

[93]  Mohammad Rohmanuddin,et al.  Development of seismic sensor application using micro electromechanical systems , 2011, 2011 2nd International Conference on Instrumentation Control and Automation.

[94]  Peter Thomson,et al.  Frequencies and damping ratios of bridges through Operational Modal Analysis using smartphones , 2018, Construction and Building Materials.

[95]  William C. Tang MEMS applications in space exploration , 1997, Photonics West - Micro and Nano Fabricated Electromechanical and Optical Components.

[96]  T. Jones,et al.  Electromechanics And Mems , 2015 .

[97]  Junbo Wang,et al.  Numerical study of the frequency charateristics of the electrochemical seismometer , 2017, 2017 IEEE SENSORS.

[98]  Thomas H. Heaton,et al.  Potential Advantages of a Strong-motion Velocity Meter over a Strong-motion Accelerometer , 2002 .

[99]  Maria Rosa Valluzzi,et al.  2016 Central Italy Earthquakes Recorded by Low‐Cost MEMS‐Distributed Arrays , 2019, Seismological Research Letters.

[100]  Denis Aubry,et al.  Development of a MEMS rotation sensor for oilfield applications , 2014, IEEE SENSORS 2014 Proceedings.

[101]  Hao Wang,et al.  MEMS-based seismic intensity instrument for earthquake early warning , 2017, Int. J. Comput. Sci. Eng..

[102]  Huafeng Liu,et al.  A micromachined angular-acceleration sensor for geophysical applications , 2016 .

[103]  Maria Q. Feng,et al.  Citizen Sensors for SHM: Use of Accelerometer Data from Smartphones , 2015, Sensors.

[104]  Robert G. Walmsley,et al.  An ultra-low noise MEMS accelerometer for seismic imaging , 2011, 2011 IEEE SENSORS Proceedings.

[105]  Harri eACT ilmansy Equivalent circuit representation of electromechanical transducers: I. Lumped-parameter systems , 1996 .

[106]  Billie F. Spencer,et al.  Sudden Event Monitoring of Civil Infrastructure Using Demand-Based Wireless Smart Sensors , 2018, Sensors.

[107]  M. De Cecco,et al.  Validation of MEMS acceleration measurements for seismic monitoring with LVDT and vision system , 2012, 2012 IEEE Workshop on Environmental Energy and Structural Monitoring Systems (EESMS).

[108]  Denis Mougenot,et al.  A high-sensitivity MEMS-based accelerometer , 2014 .

[109]  Luca Greco,et al.  Real-time urban seismic network and structural monitoring by means of accelerometric sensors: Application to the historic buildings of Catania (Italy) , 2018, 2018 IEEE International Conference on Environmental Engineering (EE).

[110]  D. S. Eddy,et al.  Application of MEMS technology in automotive sensors and actuators , 1998 .

[111]  Thomas P. Swiler,et al.  In-plane MEMS-based nano-g accelerometer with sub-wavelength optical resonant sensor , 2008 .

[112]  Shunroku Yamamoto,et al.  Home seismometer for earthquake early warning , 2009 .

[113]  R. Clayton,et al.  Community Seismic Network: A Dense Array to Sense Earthquake Strong Motion , 2015, Seismological Research Letters.

[114]  Malcolm B. Bertram,et al.  Field Data Comparison: 3C-2D Data Acquisition With Geophones And Accelerometers , 2008 .

[115]  Sukhan Lee,et al.  Micromachined inertial sensors , 1999, Proceedings 1999 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human and Environment Friendly Robots with High Intelligence and Emotional Quotients (Cat. No.99CH36289).

[116]  Robert L. Nigbor,et al.  Six-degree-of-freedom ground-motion measurement , 1994, Bulletin of the Seismological Society of America.

[117]  G. D. Hammond,et al.  Measurement of the Earth tides with a MEMS gravimeter , 2016, Nature.

[118]  Angelos Amditis,et al.  Full-scale laboratory validation of a MEMS-based technology for post-earthquake damage assessment , 2012 .

[119]  Maria Q. Feng,et al.  Citizen Sensors for SHM: Towards a Crowdsourcing Platform , 2015, Sensors.

[120]  Stefan Hild,et al.  Microelectromechanical system gravimeters as a new tool for gravity imaging , 2018, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[121]  L.M. Roylance,et al.  A batch-fabricated silicon accelerometer , 1979, IEEE Transactions on Electron Devices.

[122]  L. H. Chen,et al.  A MEMS based integrated three axial electrochemical seismic sensor , 2017, 2017 19th International Conference on Solid-State Sensors, Actuators and Microsystems (TRANSDUCERS).

[123]  Denis Mougenot,et al.  MEMS-based 3D accelerometers for land seismic acquisition: Is it time? , 2004 .

[124]  Emanuela Natale,et al.  Calibration of tri-axial MEMS accelerometers in the low-frequency range – Part 1: comparison among methods , 2018 .

[125]  Thomas H. Heaton,et al.  Structural Health Monitoring of Buildings Using Smartphone Sensors , 2018 .

[126]  H. Steiner,et al.  Robust, ultra sensitive MOEMS inertial sensor read out with infrared light , 2018, 2018 IEEE Micro Electro Mechanical Systems (MEMS).

[127]  Junbo Wang,et al.  A MEMS Based Electrochemical Seismometer with Low Cost and Wide Working Bandwidth , 2016 .

[128]  YoungHee Kim,et al.  Development and Application of a Real‐Time Warning System Based on a MEMS Seismic Network and Response Procedure for the Day of the National College Entrance Examination in South Korea , 2017 .

[129]  Hiroo Kanamori,et al.  Earthquake early warning: Concepts, methods and physical grounds , 2011 .

[130]  Giuseppe D'Anna,et al.  Urban MEMS based seismic network for post-earthquakes rapid disaster assessment , 2014 .

[131]  Luca Greco,et al.  Monitoring Earthquake through MEMS Sensors (MEMS project) in the town of Acireale (Italy) , 2018, 2018 IEEE International Symposium on Inertial Sensors and Systems (INERTIAL).