Book chapter
Design Considerations for Sensing Systems to Ensure Data Quality
Sensing Issues in Civil Structural Health Monitoring
2005
Featured in Collection : UN Sustainable Development Goals @ Drexel
Abstract
This paper discusses issues in designing sensing systems in order to control the various mechanisms of uncertainty that impair meaningful and reliable interpretation of data. Based on the analysis of possible errors of the sensory components, measurement setups and data acquisition elements, a paradigm of designing sensing systems is proposed, which centers at structural health monitoring and permeates the modeling, experiment, data collection, parameter estimation, model verification and correction, simulation and utilization procedures. The statistical data quality control process is further discussed focusing on the data processing and post-processing in the sensing system.
Metrics
Details
- Title
- Design Considerations for Sensing Systems to Ensure Data Quality
- Creators
- Ruifeng Zhang - Drexel UniversityEmin Aktan - Drexel University
- Publication Details
- Sensing Issues in Civil Structural Health Monitoring
- Publisher
- Springer Netherlands; Dordrecht
- Resource Type
- Book chapter
- Language
- English
- Academic Unit
- [Retired Faculty]
- Web of Science ID
- WOS:000231957500028
- Scopus ID
- 2-s2.0-33747592011
- Other Identifier
- 991019182775104721
UN Sustainable Development Goals (SDGs)
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InCites Highlights
Data related to this publication, from InCites Benchmarking & Analytics tool:
- Web of Science research areas
- Engineering, Civil
- Engineering, Electrical & Electronic