Data acquisition techniques observation

The algorithm just discussed is a qualitative version of what must be done for each particle detectable above the noise level at both 6° and 12°. In reality the allowable 3° signal range depends on the observed 12°/6° ratio. Thus any data acquisition technique must be able to observe the 12°/6° ratio, to calculate a corresponding allowable 3°/6° ratio for comparison with that actually measured, and finally to decide on the validity of the particle based on this comparison. 

Most of the vibration-based predictive maintenance systems include the capability of recording visual observations as part of the routine data acquisition process. Since the incremental costs of these visual observations are small, this technique should be incorporated in all predictive maintenance programs. 

The alternative method is continuous-flow , in which the reactants flow through the detection coil during data acquisition. Continuous-flow NMR techniques have been used for the direct observation of short-lived species in chemical reactions [4—6]. The main difference between stopped- and continuous-flow NMR is that in the latter the sample remains inside the detection coil only for a short time period, termed the residence time, x [7], which is determined by the volume of the detection cell and the flow rate. The residence time alters the effective relaxation times according to the relationship in Eq. (2.5.1) ... 

Unfortunately, the size of the crystallographic problem presented by elastase coupled with the relatively short lifedme of the acyl-enzyme indicated that higher resolution X-ray data would be difficult to obtain without use of much lower temperatures or multidetector techniques to increase the rate of data acquisition. However, it was observed that the acyl-enzyme stability was a consequence of the known kinetic parameters for elastase action on ester substrates. Hydrolysis of esters by the enzyme involves both the formation and breakdown of the covalent intermediate, and even in alcohol-water mixtures at subzero temperatures the rate-limidng step is deacylation. It is this step which is most seriously affected by temperature, allowing the acyl-enzyme to accumulate relatively rapidly at — 55°C but to break down very slowly. Amide substrates display different kinetic behavior the slow step is acylation itself. It was predicted that use of a />-nitrophenyl amid substrate would give the structure of the pre-acyl-enzyme Michaelis complex or even the putadve tetrahedral intermediate (Alber et ai, 1976), but this experiment has not yet been carried out. Instead, over the following 7 years, attention shifted to the smaller enzyme bovine pancreatic ribonuclease A. 

Laser microbeams offer several advantages over other fluorescence excitation techniques. In spectrofluorometry, observations are often made on a population of cells in a cuvette, resulting in a combined signal that lacks information about individual cellular responses. In flow cytometry, many individual cells are measured, but there is no temporal resolution since each cell is observed only once, and there is no spatial resolution since the entire cell is illuminated as it passes through the laser beam (see Chapter 30). In conventional fluorescence microscopy, individual cells can be monitored over time, and information about the two-dimensional spatial distribution of fluorescence can be obtained. However, some samples may be more susceptible to photobleaching by the arc lamps used for excitation, and the temporal resolution is limited to video-rate data acquisition (30 frames/s) (see Chapter 14). 

Once the required task data are determined, they need to be collected. Table 33.2 lists seven generic techniques for acquiring cognitive task data. The techniques are not mutually exclusive. For example, all techniques use some form of observation. Instrumented human-machine interface techniques and protocol analysis are used as knowledge-acquisition techniques. Each data-collection technique is described in more detail below. 

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