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Why the Limit of Detection (LOD) Value is Not an Appropriate Specification for Automotive Emissions Analyzers

Authors: Michael Akard; Kazuya Tsurumi; Karl Oestergaard; Kaori Inoue;

Why the Limit of Detection (LOD) Value is Not an Appropriate Specification for Automotive Emissions Analyzers

Abstract

<div class="htmlview paragraph">With the need for emission measurements of super ultra low emission vehicles (SULEV), analyzer manufacturers have been required to produce more precise and accurate analyzers. In order to compare analyzers, the customer must understand the different specifications used by the analyzer manufacturers. One specification that some manufacturers have used is the limit of detection (LOD) to indicate the reliability of the analyzer output at low concentrations.</div> <div class="htmlview paragraph">There are various methods for determining the LOD for a given analyzer. The authors will demonstrate how variations in methodology can produce different LOD values for a specific analyzer and what it means for the automotive emission analyzers. It is also demonstrated that the standard deviations of a zero signal, which is related to LOD, can be heavily influenced by data processing, such as data length in use and/or data smoothing. The LOD values obtained will be compared to the limit of quantification (LOQ) for that analyzer. In order to evaluate the utility of LOD measurements, various analyzer performances will be modeled and evaluated.</div> <div class="htmlview paragraph">While the LOD is a valid statistical approach to determining the presence of a component in a sample matrix, it is not directly applicable to emissions measurements. A discussion about the emission measurement requirements will demonstrate the limited applicability of this analyzer specification. Alternative methods for comparing analyzer specifications will be presented and justified.</div>

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
3
Average
Top 10%
Average
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