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Adaptive filter, Calibration - slope and offset – Teledyne GFC-7000E - Trace CO2 Analyzer User Manual

Page 190

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Model GFC7000E Instruction Manual

THEORY OF OPERATION

04584 Rev A1

179

DOS Shell

AI FIRMWARE

Analyzer Operations

Calibration Procedures

Configuration Procedures

Autonomic Systems

Diagnostic Routines

Memory Handling

IDAS Records

Calibration Data

System Status Data

Interface Handling

Sensor input Data

Display Messages

Keypad

Analog Output Data

RS232 & RS485

External Digital I/O

Measurement

Algorithm

ANALYZER

HARDWARE

PC/104 BUS

PC/104 BUS

Linearization Table

Figure 10-19: Basic Software Operation

10.5.1. Adaptive Filter

The MGFC7000E software processes the CO2 MEAS and CO2 REF signals, after they are
digitized by the motherboard, through an adaptive filter built into the software. Unlike other
analyzers that average the output signal over a fixed time period, the MGFC7000E averages over

a set number of samples, where each sample is 0.2 seconds. This is technique is known as
boxcar averaging. During operation, the software automatically switches between two different

length filters based on the conditions at hand. Once triggered, the short filter remains engaged
for a fixed time period to prevent chattering.

During conditions of constant or nearly constant concentration the software, by default, computes
an average of the last 750 samples, or approximately 150 seconds. This provides the calculation

portion of the software with smooth stable readings. If a rapid change in concentration is detected
the filter includes, by default, the last 48 samples, approximately 10 seconds of data, to allow the
analyzer to more quickly respond. If necessary, these boxcar lengths can be changed between 1

and 1000 samples but with corresponding tradeoffs in rise time and signal-to-noise ratio (contact
customer service for more information).

Two conditions must be simultaneously met to switch to the short filter. First the instantaneous
concentration must exceed the average in the long filter by a fixed amount. Second the

instantaneous concentration must exceed the average in the long filter by a portion, or
percentage, of the average in the long filter.

10.5.2. Calibration - Slope and Offset

Calibration of the analyzer is performed exclusively in software.