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Evaluation of a Smartphone-based Human Activity Recognition System in a Daily Living Environment
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Mineworkers' Perceptions of Mobile Proximity Detection Systems.

Jennica L Bellanca1, LaTasha R Swanson1, Justin Helton1

  • 1Pittsburgh Mining Research Division, National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention, 626 Cochrans Mill Road, Pittsburgh, PA 15236, USA.

Mining, Metallurgy & Exploration
|April 16, 2019
PubMed
Summary

Proximity detection systems (PDSs) can reduce mining risks, but user feedback is crucial for effective design. Mineworker input revealed operational challenges and suggested improvements for PDS implementation and safety.

Keywords:
MiningProximity detectionTask compatibilityUnintended consequencesUsability

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Area of Science:

  • Mining Engineering
  • Occupational Safety and Health
  • Human Factors Engineering

Background:

  • Mobile haulage operations present significant risks of pinning, crushing, and striking incidents in mines.
  • Proximity detection systems (PDSs) are designed to mitigate these hazards and enhance mineworker safety.
  • Unintended consequences and operational hindrances associated with PDSs can potentially negate their safety benefits.

Purpose of the Study:

  • To explore mineworkers' perspectives on the operational effects and safety implications of mobile PDSs.
  • To identify challenges and unintended consequences arising from PDS implementation in underground mining.
  • To gather user-based recommendations for improving PDS design and integration into mining operations.

Main Methods:

  • Qualitative research approach involving semi-structured interviews.
  • Data collection from mineworkers across seven mines utilizing mobile PDSs on haulage equipment.
  • Thematic analysis of interview transcripts to identify key operational impacts and user concerns.

Main Results:

  • Mineworkers reported that PDSs significantly impact various operational tasks including loading, tramming, section setup, and maintenance.
  • Identified issues include increased operational burden, heightened worker exposure, and new or altered risks.
  • Specific concerns were raised regarding task compatibility, training effectiveness, logistical integration, and system performance.

Conclusions:

  • Iterative user input, particularly from mineworkers, is essential for optimizing PDS design and mitigating unintended consequences.
  • Addressing operational challenges and enhancing PDS task compatibility, training, and performance can improve safety outcomes.
  • Further research into PDS design and implementation strategies informed by end-user perspectives is recommended for effective risk reduction.