Evidence map›Paper›PMID 37960368›Full record

ArticleSensors (Basel, Switzerland)2023

Toward Structural Health Monitoring with the MyShake Smartphone Network.

Sarina C Patel, Selim Günay, Savvas Marcou, Yuancong Gou, Utpal Kumar, Richard M Allen

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Sarina C PatelUC Berkeley Seismology Lab, Berkeley, CA 94720, USA.ORCID 0000-0003-2212-9908
Selim GünayPacific Earthquake Engineering Research Center, Berkeley, CA 94720, USA.
Savvas MarcouUC Berkeley Seismology Lab, Berkeley, CA 94720, USA.ORCID 0000-0003-3961-773X
Yuancong GouUC Berkeley Seismology Lab, Berkeley, CA 94720, USA.ORCID 0000-0001-6313-0564
Utpal KumarUC Berkeley Seismology Lab, Berkeley, CA 94720, USA.ORCID 0000-0002-8703-2827
Richard M AllenUC Berkeley Seismology Lab, Berkeley, CA 94720, USA.ORCID 0000-0003-4293-9772

Funding

Kyungpook National University 047709
6 · The paper itself

Abstract

The field of structural health monitoring (SHM) faces a fundamental challenge related to accessibility. While analytical and empirical models and laboratory tests can provide engineers with an estimate of a structure's expected behavior under various loads, measurements of actual buildings require the installation and maintenance of sensors to collect observations. This is costly in terms of power and resources. MyShake, the free seismology smartphone app, aims to advance SHM by leveraging the presence of accelerometers in all smartphones and the wide usage of smartphones globally. MyShake records acceleration waveforms during earthquakes. Because phones are most typically located in buildings, a waveform recorded by MyShake contains response information from the structure in which the phone is located. This represents a free, potentially ubiquitous method of conducting critical structural measurements. In this work, we present preliminary findings that demonstrate the efficacy of smartphones for extracting the fundamental frequency of buildings, benchmarked against traditional accelerometers in a shake table test. Additionally, we present seven proof-of-concept examples of data collected by anonymous and privately owned smartphones running the MyShake app in real buildings, and assess the fundamental frequencies we measure. In all cases, the measured fundamental frequency is found to be reasonable and within an expected range in comparison with several commonly used empirical equations. For one irregularly shaped building, three separate measurements made over the course of four months fall within 7% of each other, validating the accuracy of MyShake measurements and illustrating how repeat observations can improve the robustness of the structural health catalog we aim to build.

Indexed as

fundamental frequencyMyShakeseismologyshake tablesmartphonesstructural health monitoring

Identifiers

PMID37960368
PMCPMC10650570

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.