Research output per year
Research output per year
Personal profile
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3 Last updated 29 June 2020.
Biography
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Dr Ann Smith holds a PhD from the University of Huddersfield, an MSc
in Applied Statistics (Sheffield Hallam University) and a BSc in
Mathematics (University of Hull). In addition, she holds a PGCE(FE) and
is a Fellow of both the Institute of Mathematics and its Applications,
and the Higher Education Academy.As a member of the CEPE research group Dr Smith provides statistical
expertise to support the group's work on condition monitoring for
predictive maintenance. Her research interests include input parameter
volume reduction, non-linear systems approach to detection of
deviant events, autonomous abnormality assessment, evidence based
healthcare diagnostics, mathematics education and e-learningDr Smith is a visiting lecturer at Fuzhou Normal University, China and
also worked at Universitaet Greisfault, Neubrandenburg,
Germany. Additionally, she worked in collaboration with Calderdale and
Kirklees Health Authority as statistical consultant to promote
evidence based health care building on her her MSc thesis on near
patient testing of blood glucose measurements in primary care which
informed practice protocol.
Research Expertise and Interests
- Condition Monitoring-statistical analysis of mechanical systems using vibration signal outputs. Fault detection in reciprocating compressors.
- Modelling System Behaviours.
- Input Volume Reduction Methodologies for Predictive Classifiers.
- Predictive Analytics for Applied Process Monitoring.
- Non-linear Systems Approaches to Detection of Deviant Events.
- Autonomous Abnormality Assessment.
- Mathematical modelling.
- Evidence based health care.
- e-learning and Education of Mathematics.
Research Degree Supervision
Click Here to see all postgraduate research opportunities with Dr Ann Smith
External positions
MSOR-Connections, peer reviews, Sigma Network
Fellow of the Institute of Mathematics and its Applications.
Fellow of the Higher Education Academy.
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Facing Challenges in Remote Mathematics Education and Support by Building a Community of Practice around Student-Staff Participation
Casey, D., Fairclough, I., Perisic, V., Carey, W. & Smith, A., 12 May 2022, In: MSOR Connections. 20, 1, p. 102-110 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Brewing Optimal Coffee
Smith, A. & Lee, W., 1 Mar 2021, In: European Journal of Physics. 42, 2, 025805.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Towards Data Driven Dynamical System Discovery for Condition Monitoring a Reciprocating Compressor Example
Smith, A. & Lee, W., 2021, (Accepted/In press) Proceedings of IncoME-VI and TEPEN 2021 : Performance Engineering and Maintenance Engineering. Zhang, H., Feng, G., Wang, H., Gu, F. & Sinha, J. K. (eds.). 1st ed. Springer, Cham, Vol. 117. (Mechanisms and Machine Science; vol. 117).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Locating Sensors in Large-Scale Engineering Systems for Fault Isolation Based on Fault Feature Reduction
Wang, J., Wang, Z., Ma, X., Smith, A., Gu, F., Zhang, C. & Ball, A., 1 Aug 2020, In: Journal of the Franklin Institute. 357, 12, p. 8181-8202 22 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus) -
An Approach to Reducing Input Parameter Volume for Fault Classifiers
Smith, A., Gu, F. & Ball, A., Apr 2019, In: International Journal of Automation and Computing. 16, 2, p. 199-212 14 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Citations (Scopus)