This technology is proving to be a versatile sensory capability for various industrial tasks, such as part identification, quality inspection, and robot guidance.
Here we present a set of standards that extend the MIxS checklists to include identification, quality assessment, analysis and reporting of UViGs (Table 1 and Supplementary Tables 1 and 2), together with recommendations on how to perform these analyses.
Above all, the modal density affects the identification quality by injecting fictitious complexity in the mode shapes regardless the identification technique used.
It is anticipated that the stacking approach may also hold a high potential to improve the identification quality for, among many other protein attributes, subcellular location, enzyme family class, protease type, and protein protein interaction type.
Due to operational and environmental variability in any real system, quantization and estimation error, and extraneous measurement noise, the computation of transmissibility may contain a significant level of uncertainty and variability, and these sources propagate to degrade system identification quality and in some cases to system mischaracterization.
Fig. 10 Evaluating identification quality in the input space.
The World Health Organization accepts chromatographic fingerprints as a tool for identification and quality control of herbal medicines.
A fundamental step in conserving biodiversity is identification of quality habitat needed to sustain populations of target species.
The developed chromatographic fingerprints and the evaluation of the entire profiles provide an added value to the distinction, identification and quality control of the simultaneously investigated Artemisia species.
Following the identification and quality appraisal, included studies will be synthesised (via appropriate methods including narrative synthesis, meta-analysis and thematic synthesis).
Examples of the applications of pattern recognition in power systems include fault identification, power quality, consumer profile identification and protection.
