Evidence map›Paper›PMID 41516688›Full record

ArticleSensors (Basel, Switzerland)2025

The KUYUY Accelerograph and SIPA System: Towards Low-Cost, Real-Time Intelligent Seismic Monitoring in Peru.

Carmen Ortiz, Jorge Alva, Roberto Raucana, Michael Chipana, José Oliden, Nelly Huarcaya, Grover Riveros, José Valverde

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. 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

8 authors.

Carmen OrtizResearch Center for Digital Transformation in Engineering, Universidad Nacional de Ingeniería, Lima 15333, Peru.ORCID 0000-0002-7643-6711
Jorge AlvaResearch Center for Digital Transformation in Engineering, Universidad Nacional de Ingeniería, Lima 15333, Peru.ORCID 0000-0001-9107-2218
Roberto RaucanaResearch Center for Digital Transformation in Engineering, Universidad Nacional de Ingeniería, Lima 15333, Peru.ORCID 0000-0002-9803-6794
Michael ChipanaResearch Center for Digital Transformation in Engineering, Universidad Nacional de Ingeniería, Lima 15333, Peru.ORCID 0009-0008-9297-035X
José OlidenResearch Center for Digital Transformation in Engineering, Universidad Nacional de Ingeniería, Lima 15333, Peru.ORCID 0000-0003-2643-327X
Nelly HuarcayaResearch Center for Digital Transformation in Engineering, Universidad Nacional de Ingeniería, Lima 15333, Peru.ORCID 0000-0002-2520-6545
Grover RiverosResearch Center for Digital Transformation in Engineering, Universidad Nacional de Ingeniería, Lima 15333, Peru.ORCID 0009-0006-7647-4458
José ValverdeResearch Center for Digital Transformation in Engineering, Universidad Nacional de Ingeniería, Lima 15333, Peru.ORCID 0009-0003-0624-3345

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Accelerographs are essential instruments for quantifying strong ground motion, serving as the foundation of modern earthquake engineering. In Peru, the first accelerographic station was installed in Lima in 1944; since then, various institutions have promoted the expansion of the national network. However, this network's spatial coverage and instrumentation remain insufficient to properly characterize strong motion and support seismic risk reduction policies. In this context, the KUYUY accelerograph is presented as a low-cost, low-noise device equipped with real-time telemetry and high-performance MEMS sensors. Its interoperability with the Intelligent Automatic Processing System (SIPA) enables real-time monitoring and automated signal analysis for seismic microzonation studies and rapid damage assessment, contributing to seismic risk reduction in Peru. The validation process included static gravity calibration, field comparison with a reference accelerograph, and an initial deployment in Lima and Yurimaguas. The results demonstrate the proposed accelerograph's linear response, temporal stability, and amplitude consistency with respect to high-end instruments, with differences below 5-10%.

Indexed as

accelerographMEMS sensorsseismic monitoringSIPA

Identifiers

PMID41516688
PMCPMC12788199

What OpenQuestion holds

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Registered trials

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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.