Data Acquisition Systems Types and Terms

  • Data acquisition is the process in which electric signals from various devices are converted into a digital form that can be analyzed.
  • Data loggers are acquisition systems that store information from various devices.
  • Data recorders receive and analyze information.
  • Data acquisition software enables computers to recognize and process signals received from monitoring devices.
  • Electronic data loggers need a computer to operate. These devices are programmable and allow the user to choose the different interval readings.
  • Mechanical data loggers are stand-alone instruments that do not require computer operation and print the measurements directly on a chart.
  • Pressure sensors (http://www.pressure-transducers.net) are used to measure and record the pressure of a particular environment.
  • Temperature recorders are a specific kind of data logger that record temperature and sometimes humidity. Many of these devices are highly compact and can monitor conditions inside packages; they also monitor the temperatures of facilities that require regulated environments.
  • Wireless data loggers are very small and remote-controlled, and scan data by lasers. These models are the latest technology in data acquisition systems.

Accuracy - The sum of all factors of error in a data acquisition device.
 
Aliasing - The false reading of high-frequency signals as lower-frequency signals. These readings are expected errors from the discrete calculations with sampling devices like analog-to-digital (A/D) converters.
 
Anti-Aliasing Filter - An apparatus that attenuates the content of signals outside the preferred bandwidth and comes before the analog-to-digital converter (ADC) in instrumentation designs, which, in theory, permits the frequencies only in the pass band to be sampled with the ADC.
 
Analog - A signal that has a value somewhere between two extremes and can constantly change.
 
Analog-to-Digital Conversion (A/D) - The procedure of converting analog signals into a digital value or signal that is then able to be stored on a computer.
 
Asynchronous - Transmission of data between receiving and transmitting mechanisms in the form of zeros and ones. For correct data interpretation, the receiving data needs to start at the appropriate location of the sequence.
 
Automated Local Evaluation in Real Time (ALERT) - Protocol of data transmission for flood warning systems.
 
Calibration (http://www.calibratingservices.com) - The process of adjusting a device to increase its accuracy.
 
Common Mode Range - The required voltage range as related to the datalogger ground into which both inputs of a differential calculation must fall in order to make a differential measurement.
 
Data Retrieval - Receiving data from an RTU, datalogger or field recording apparatus. This process is done locally or remotely, depending on the data retrieval peripheral.
 
Differential Input - An input channel configuration consisting of two signal wires coupled with each input signal, one wire for input and one for return signals. The measurement is the variation of voltage between the wires.
 
Differential Measurements - Analog measurements that measure the voltage between two inputs. Differential measurements are able to reject noise better than single-ended calculations, and can purge errors from differences in ground potential between the sensors and the datalogger.
 
Digital I/O Ports - Input/output ports that sense status, read SDM peripherals or SDI-12 sensors and maintain external devices.
 
Excitation - The electrical current or voltage used with transducers.
 
External Signal Conditioning - The use of a peripheral device to change a sensor's signal so another non-compatible device is able to read the signal. Signal conditioning mechanisms can be simple or complex.
 
Jitter - The frequent or periodic displacement of a signal away from its intended location.
 
Queue - A temporary storage location for information that has yet to be processed or has not yet been transmitted.
 
Resolution - The lowest vital number at which a measurement is determined.
 
Sample Rate - The pace of measurements.
 
Sampling - Procedure of calculating a signal's value at discrete time points.
 
Sampling Frequency - Amount of times per second that an analog signal is measured as A/D conversion occurs.
 
Sensitivity - A measure of the minimum amount of change in a signal that an instrument can detect.
 
Sensor - A device that responds to a physical stimulus and generates an electrical signal or alters an electrical property, such as resistance. The stimuli can be things like light, sound, heat, pressure and motion.
 
Supervisory Control and Data Acquisition (SCADA) - System that correlates redundant data storage with measurement regulation, typically for regulating a manufacturing process. Water treatment plants generally use SCADA systems.
 
Transducer - A sensor that converts energy into readable electrical signals, which dataloggers measure and record. Examples of these include thermocouples and strain gauges.