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The "Sensor QAQC" field provides a simplified mechanism for linking to appropriate QA/QC data such as sensor maintenance reports.
Obvious outliers were removed, such as anomalous or spurious data that were caused by sensor malfunction, sensor maintenance, rainfall events, IRGA calibration, power failure, etc.
Information that would be meaningful in assessing discovered data would include sensor characteristics, sensor configuration that can significantly affect observational accuracy and precision, and sensor maintenance – or lack of maintenance - that can help explain otherwise inexplicable shifts or long-term trends in data.
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At a cost of $18.5 million each to operate – including radar and sensor systems, maintenance, a ground control station, and the aircraft itself – the unmanned aircraft have been credited with helping to seize 46,600 pounds of illicit drugs and catching a relatively small number of people, 7,500, engaged in illegal activity along the border since late 2005.
The sensors are maintenance free and exhibit good selectivity which can be increased by integrated interference compensation electrodes.
Hence, one of the major concerns in BSNs is that of extreme energy efficiency, which is also the key to extend the lifetime of battery-powered body sensors, reduce maintenance costs, and avoid invasive procedures to replace battery in the case of implantable devices.
The optimality is meant as achieving a desired trade off between the sensor capital and maintenance costs and resulting robust estimation accuracy of the monitoring algorithm.
The product usability design improvement focused on user experience of the sensor device, the maintenance of the product and the environmental friendly aspect.
Using the above mechanisms it provides means for automated data pre-processing, model validation, selection and adaptation which can be used to significantly simplify the soft sensor building and maintenance process.
Sensor calibration and maintenance followed the recommendation of the manufacturer.
There's a new Bluetooth-enabled pool maintenance sensor called pHin that will check the chemicals and tell you when the pool is ready for you to take that plunge.
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