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Data Acquisition and Control
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Data

Alternate uses: See Data (disambiguation)

A datum is a statement accepted at face value. Data is the plural of datum. A large class of practically important statements are measurements or observations of a variable. Such statements may comprise numbers, words, or images.

Table of contents
1 Etymology
2 Usage in English
3 Uses of data in computing
4 Meaning of a data and information
5 See also

Etymology

The word data is the plural of Latin datum, neuter past participle of dare, "to give", hence "something given". The past participle of "to give" has been used for millennia, in the sense of a statement accepted at face value; one of the works of Euclid, circa 300 BC, was the Dedomena (in Latin, Data). In discussions of problems in geometry, mathematics, engineering, and so on, the terms givens and data are used interchangeably. Such usage is the origin of data as a concept in computer science: data are numbers, words, images, etc., accepted as they stand.

Usage in English

In English, the word datum is still used in the general sense of "something given", and more specifically in cartography, geography, and geology to mean a reference point, reference line, or reference surface. The Latin plural data is also used as a plural in English, but it is also commonly treated as a mass noun and used in the singular. For example, "This is all the data from the experiment". This usage is inconsistent with the rules of Latin grammar, which would suggest "These are the data ...", each measurement or result being a single datum. However, given the variety and irregularity of English plural constructions, there seem to be no grounds for arguing that data is incorrect as a singular mass noun in English.

Uses of data in computing

Raw data are numbers, characters, images or other outputs from devices to convert physical quantities into symbols, in a very broad sense. Such data are typically further processed by a human or input into a computer, stored and processed there, or transmitted (output) to another human or computer. Raw data is a relative term; data processing commonly occurs by stages, and the "processed data" from one stage may be considered the "raw data" of the next.

Mechanical computing devices are classified according to the means by which they represent data. An analog computer represents a datum as a voltage, distance, position, or other physical quantity. A digital computer represents a datum as a sequence of symbols drawn from a fixed alphabet. The most common digital computers use a binary alphabet, that is, an alphabet of two characters, typically denoted "0" and "1". More familiar representations, such as numbers and letters, are then constructed from the binary alphabet.

Some special forms of data are distinguished. A computer program is a collection of data which can be interpreted as instructions. Most computer languages make a distinction between programs and the other data on which programs operate, but in some languages, notably Lisp and similar languages, programs are essentially indistinguishable from other data. It is also useful to distinguish metadata, that is, a description of other data. The prototypical example of metadata is the library catalog, which is a description of the contents of books.

Meaning of a data and information

Data on its own has no meaning, only when interpreted by some kind of data processing system does it take on meaning and become information. People or computers can find patterns in data to perceive information, and information can be used to enhance knowledge. Since knowledge is prerequisite to wisdom, we always want more data and information. But, as modern societies verge on information overload, we especially need better ways to find patterns.

See also

data processing -- data mining -- data warehouse -- datasheet -- Data recovery -- Database

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Monitor Data Acquisition Newsletter
Free monthly newsletter covers PC-based data acquisition and control. It brings news of the latest scientific software and in-depth discussion of test and measurement techniques. It also offers subscribers free software which lets them connect RS232 instruments to Windows programs like Excel.
http://www.windmill.co.uk/newsletter.html

Pace Scientific
Miniature, battery powered Data Loggers record temperature, pressure, humidity, light, current, voltage, and events. Full software available for free download.
http://www.pace-sci.com/

Rustrak Ranger
Data loggers for temperature, voltage, current, AC power quality, harmonics and most other electrical quantities.
http://data-loggers.net

Metrocount
Portable and permanent Vehicle Classifiers, Road Traffic Counters, and Windows-based analysis and reporting software. Statistics available include vehicle speed, classification, direction, flow volumes and density.
http://www.metrocount.com/

LPTek Corp.
Simplifying PC hardware for test, measurement, control and data acquisition using the parallel port.
http://www.lptek.com/

ABSA
Automation and Industrial Controls - Allen Bradley and Rockwell Automation.
http://www.absaweb.com.mx/

Data Acquisition from ADAC Corp
PCI, ISA and PCMCIA plug-in data acquisition boards, signal conditioning, windows software industrial PCs.
http://www.adac.com/

Cranfield Data Systems
Data acquisition & analysis for vibration, rotating machinery, shock, fatigue, modal, acoustics & flight flutter.
http://www.cds.cranfield.ac.uk

Kraus Telemetry
Sensor amplifier, data recorder, PCM encoders and decoders, transmitters and receivers and wireless data acquisiton.
http://www.kraustelemetry.com/

Custom Micro Products Ltd
Smart Card Readers, Access Control, Shop Floor Data Collection.
http://www.custom-micro.co.uk/

Team Tech Instruments Pte Ltd, Singapore
supplier of electronic test and scientific measuring instruments.
http://www.teamtech.com.sg

CALCULEX, Inc. Engineering
Ruggedized, laboratory, modular nonvolatile solid state (MONSSTR) data acquisition recorders and PCI bus interface (PBIF) cards are used throughout the data acquisition and control industries.
http://www.calculex.com/

Southern DataStream
Specializes in monitoring equipment, data collection and analysis for agricultural engineering, water management, and water quality.
http://www.southerndatastream.com

Monosys Guide To Monitoring
Monitoring global directory in conjunction with the Monosys specialist trade magazine. Includes structural monitoring, building monitoring and remote monitoring.
http://www.aguide.net/

R.C. Electronics Inc.
Manufacturer of Test Friendly instrumentation provides hints on how better data can be attained more efficiently.
http://www.rcelectronics.com/

Monitor Labs
Supply Data Acquisition Systems and Support. Products include opacity monitors, flow and particulate monitors, air quality monitors and Continuous Emissions Monitoring.
http://www.monitorlabs.com

Visidaq Solutions
Manufacture high performance data acquisition systems and software.
http://www.visidaq.com

Endress+Hauser
Process control systems for industrial measurement and automation technology.
http://www.endress.com

Colter Group, SCADA
SCADA technical resource center for Prodigy and OEM SCADA.
http://www.coltergroup.co.uk/homepage/scada.htm

Sixnet
Manufacturer of advanced hardware for data acquisition and control.
http://www.sixnetio.com/

Real Time Integration, Inc.
Manufactures network-ready test and measurement equipment for real-time distributed systems, telemetry, and communications.
http://www.realtimeint.com/

Digital Automation
Data acquisition systems.
http://www.cyber.net.pk/digiman

Onset
Inexpensive, battery-powered data loggers for measuring temperature, RH, light intensity, on/off, open/closed and events.
http://www.onsetcomp.com

Optronics
Providing enhanced video and digital images for microscopic research and inspection.
http://www.optronics.com/

SCADA Links
From the SCADA Insider Newsletter, an extensive list of links to companies involved in supervisory data acquisition and contol.
http://www.abpubs.demon.co.uk/scadasites.htm

Ontrak Control Systems Inc.
Manufacturer of serial data acquisition and control interfaces. Control analog, digital and relay I/O via RS232 and RS485.
http://www.ontrak.net/

Rockwin Flowmeter India Ltd
Rockwin produce Turbine Flowmeters from 5 mm to 400 mm sizes in industrial and custody transfer types.
http://www.rockwin.com

Echelon
LonWorks network resource.
http://www.echelon.com/

Windmill Software Ltd,
Buy software, sensors and plug-in cards for PCs, or download free instrumentation software.
http://www.windmillsoft.com/

STI
Manufacture of condition monitoring systems for rotating machinery. Proximity probes, accelerometers, RTD's, and thermocouples are used to monitor vibration, thrust, temperature, speed and other parameters.
http://www.stiweb.com/

Data2-U
Remote site, wireless monitoring and process data collection.
http://www.data2-u.com/

SCADA - Automation Solutions
The AutoSol SCADA System provides monitoring, data acquisition and remote control.
http://www.autosoln.com

Allied Monitoring Systems
Data acquisition, industrial automation and remote monitoring.
http://www.attf.com/monitor/

ComputerBoards
Manufacturer of data acquisition, data loggers, GPIB hardware and software, and ISA, PCI, PC104 and serial communication cards for PCs.
http://www.computerboards.com/index.html

Ramsey Associates
Auto ID and data capture experts providing bar code hardware and systems solutions.
http://www.ramseyassociates.com

SuperLogics
PC-Based Data Acquisition Hardware and Software.
http://www.superlogics.com

IT-sensors
A service to collect data from virtually any type of sensor in any location and view it using the Internet.
http://www.it-sensors.com

Chartdepot.com
Online shop for quality charts and pens for industrial and medical chart recorders at bargain prices.
http://www.chartdepot.com/

DamSmart for Windows
Instrumentation and data management system for monitoring dams, tunnels and other civil infrastructure.
http://www.damsmart.com/

LTT Labortechnik Tasler GmbH
Portable data acquisition and control: 8 differential channels sampling up to 20 MHz.
http://www.tasler.de/

Willowglen
SCADA and remote monitoring and control solutions for water & wastewater telemetry, oil & gas, power, telecommunication, transport, warehousing and environmental applications.
http://www.willowglen.com.sg

Process Automation
A Swiss consulting company for process control, neural network, fuzzy logic, expert system, LIMS, CMMS and Process Database.
http://www.smapi2.com

Stonefield Systems
Computerised control systems including air traffic control, remote monitoring, and supplier management of bulk product stocks.
http://www.stonefield.co.uk

GW Instruments, Inc.
Manufacturer of data acquisition computer hardware and realtime waveform analysis, presentation, and database software for Windows 95 and Macintosh computers.
http://www.gwinst.com/

Data Acquivision
Provides data acquisition, software and website solutions
http://www.acquivision.com/

Prosig
Software and hardware for data acquisition, signal processing and graphical reporting.
http://www.prosig.com/

Hytec Electronics Ltd
Instrumentation for control and data acquisition systems.
http://www.hytec-electronics.co.uk

HGL Dynamics
Offers a range of digital products for handling high-bandwidth data from physical processes such as vibration, sound, or pressure.
http://www.hgl-dynamics.com/

McShane, Inc.
Site focuses on temperature controllers, with application notes and tutorial on PID control.
http://www.McShaneInc.com/

ACS/SDC
Specialise in oil field Scada systems.
http://www.acs-sdc.com/scada.htm

Comtrol Corporation
Products to enable data communications for remote LAN and Internet access for process control and management.
http://www.comtrol.com

Dyno Data
Data acquisition systems for automotive and industrial applications.
http://www.tat-rd.com/

Strawberry Tree
Offers a complete line of portable and desktop data acquisition hardware, software and accessories for personal computers.
http://www.strawberrytree.com

Lee Dickens
Design and manufacture of industrial and military process monitoring and control systems. From UK.
http://www.lee-dickens.co.uk/

Mobilab Technologies Inc.
Web-based mobile data acquisition.
http://www.mobilab.i-p.com

Enviromation, Inc
Designs, manufactures, fabricates and services telemetry SCADA systems for industrial, commercial, and municipal applications.
http://enviromation.org/

Purafil, Inc
Offering Onguard air quality monitors, corrosion gas sensors and reactivity monitoring.
http://www.purafilonguard.com

Fsb
Design automated systems based on LonWorks - environmental data for management and maintenance.
http://www.fsbspa.it

DCC Corporation
8 channel low cost RS-232 interfaced PC compatible data logger. Offers CRT display, line and bar graphs. 64 channel option available.
http://www.thomasregister.com/dcc

Sensor Measurement
Marketing and servicing of process control instrumentation and sensor controls.
http://www.sensormeasurement.com

Daqpoint Benelux
Supplier of data acquisition hardware and software.
http://www.daqpoint.nl

Rotronic
Instruments for the measurement of relative humidity, dew point, water activity and temperature in industrial and scientific applications.
http://www.rotronic-usa.com

World Wide Meteo Oceanic Services
MeteoMer measure waves, current, tide, wind and movements of towed structures. Also offer forecasts of meteorological and oceanographic conditions world wide.
http://www.meteomer.fr

CCSi
Computerized data acquisition systems for laboratory applications.
http://ccsi-inc.com/new/

DesignInfo Technical Library
Library of technical articles.
http://www.designinfo.com/frames/makeframe?Url=/Resources/

Intelligent Instrumentation
Supplies PC and Ethernet data collection and acquisition.
http://www.instrument.com/

SensorOne
SensorOne is a dedicated provider of the most sensitive piezoresistive strain gage force sensors in the world.
http://sensorone.com

International Instrumentation, Inc.
Supplier of products and services for instrumentation and measurement.
http://www.slip-ring.com/

Precision Filters Inc.
Suppliers of electronic filters, signal conditioning, signal switching, and data acquisition products.
http://www.pfinc.com/

Tucker-Davis Technologies
Develop modular signal-processing workstations for data acquisition, neurophysiology, evoked potentials, and psychophysics.
http://www.tdt.com/

Rom Communications
Remote monitoring, vehicle tracking, and sensing applications
http://www.romcomm.com

Array Software
Manufacturer of data acquisition systems (UK).
http://www.arraysoftware.co.uk

Abbey Systems Ltd
SCADA designer and manufacturer for the power, water, petrochemical and broadcasting industries.
http://www.abbey.co.nz/

Acqiris Data Conversion Instruments
High speed data acquisition systems, high speed digitizers in PCI / CPCI / PXI or modular standalone instruments providing oscilloscope characteristics.
http://www.acqiris.com

AMASS Data Technologies Inc
Distributed control modules for the industrial control marketplace and related sensors for the environment.
http://www.amassdata.com

Automation Systems Integrators
PLC, SCADA and shop floor data collection.
http://www.auto-integrators.co.uk

Astro-Tronics, Inc.
Manufacturer of data acquisition, telemetry and telecommunications products.
http://www.astro-tronics.com/

Bustech Production Ltd
Design and manufacture VXI and VXIbus products, including analog-to-digital converters, digital-to-analog converters, Digital Signal Processors, Digital I/O, counters and timers.
http://www.bustec.ie/

Campbell Scientific
Stand-alone, battery-powered data acquisition systems for use in almost any industry.
http://www.campbellsci.com

Chase Scientific Company
Providers of data acquisition equipment, waveform, clock, and noise source generators.
http://www.chase2000.com

D-TACQ Solutions Ltd
Manufacturers and suppliers of Turnkey data acquisition and control systems and consultancy.
http://www.data-acquisitions.co.uk

ADInstruments
Data acquisition and analysis systems for research and teaching in the life and physical sciences.
http://www.adinstruments.com/

Debus and Diebold Meßsysteme GmbH
High performance and light-weight data acquisition systems.
http://www.2d-datarecording.com/

Hi-Techniques
PC-based data acquisition systems for research and industry. Electro-mechanical measurements from DC to 1 Gigahertz.
http://www.hi-techniques.com

OAK MicroSystems
Manufacturer of data acquisition production monitoring systems for the direct mail industry.
http://www.oakmicrosystems.com/

Westplex - South Africa
Automation and measurement using instrumentation hardware and software for data acquisition and analysis.
http://www.westplex.co.za

Instrumentation Signpost
Measurement, control and automation resources.
http://read-out.net/

Technolog Ltd
Leaders in design, manufacture and supply of datalogging instrumentation and control systems for the water and gas utilities.
http://www.technolog.com/

Softmark
Softmark designs innovative PC-controlled projects, such as digital thermometers and audio generators.
http://www.ar.com.au/~softmark/

3D
Temperature and data loggers for the food industry, air conditioning, refrigeration, transportation, pharmacies, process control and quality assurance.
http://www.tempulog.com

C&M Technology, Inc.
Specialize in industrial automation equipment and oceanographic control and monitoring instrumentation.
http://www.cmtec.com

ETS Data Acquisition
Data acquisition units for engine, vehicle and mechanical applications.
http://www.ets-daq.com

Omni Controls
Distributors of industrial and process control equipment: flow, level, pressure and temperature controls.
http://omnicontrols.com

Highland Technology
Manufacture precision electronic instrumentation including energy, frequency and strain modules. US.
http://www.highlandtechnology.com/

ICS Electronics
Manufactures GPIB, Serial, Modbus and VXIbus products that control and enhance test and control systems.
http://www.icselect.com

INES GmbH
PC-based test and measurement using GPIB, ISA, PCI and PCMCIA boards. Systems include free software.
http://www.inesinc.com/

JLD Systems
Design and manufacture of data collection systems and embedded systems
http://www.jldsystems.com

RDP Electronics Ltd
Manufactures LVDTs, position sensor units, load cells, pressure transducers, torque transducers, accelerometers and signal conditioning electronics and displays.
http://www.rdpelectronics.com

Microvision
Manufactures display analysis systems for CRT, LCD, FPDM, projection, HUD and micro displays.
http://www.microvsn.com/

Parsec
Developer and manufacturer of standard and customized embedded, DSP and programmable logic hardware solutions for data acquisition.
http://www.parsec.co.za

Real Time Devices USA
Manufacture PC compatible embedded board level products for data acquisition.
http://www.rtdusa.com/

Pacific Microinstruments, Inc.
Handheld instrumentation and distributed measurement and control.
http://www.PacificMicroinstruments.com/

Pryde Measurement and Controls Australia
Equipment for oil and gas exploration, electrical power stations, breweries, sugar mills and other industries.
http://www.pryde.com.au

Sentor
Remote monitoring and control systems.
http://www.sentor.cc

Sentry
Stand-alone data loggers and gas sensors.
http://sentry.nl

Talisman Electronics
Data acquisition control and communications specialists. UK.
http://www.talisman-uk.com/

Total Turnkey Solutions
Data acquisition, image processing, industrial machine vision and digital signal processing equipment and systems.
http://www.turnkey-solutions.com.au/

Electronic Energy Control, Inc.
Supplies analog to digital relay interface for connection to RS-232, RS-422, RS-485 or USB.
http://www.eeci.com/

Rhomberg
Manufacture pressure and temperature measuring instruments, monitoring relays, proximity sensors, temperature controllers and electronic counters.
http://www.rhomberg.co.za/

C3EM
Manufacture a range of radio remote control and signaling products including transmitters, receivers and antenna for agricultural and industrial monitoring applications.
http://www.c3em.fr/accueil/index.php3

Temperature Technology
Manufacture temperature recording instruments, including data loggers and chart recorders. (Australia)
http://www.t-tec.com.au/tt7.htm

Dallas Instruments
Manufactures transportation recorders including shock, vibration, drop height, GPS, temperature, humidity and pressure monitors.
http://www.dallasinstruments.com/

DAQ
SCADA hardware and software manufacturer. Serving electric utility, gas and petroleum, and transportation markets.
http://www.daq.net/

Daytronic Corporation
Manufacturer of front-end stand-alone signal conditioning instruments, data acquisition systems and sensors.
http://www.daytronic.com

DoubleBW
Provider of bulk signal processing solutions including a quad FCM pulse compressor and floating point FFT processor.
http://www.doublebw.com

EMR Radio and Telemetry
Irish firm doing radio-based SCADA (Supervisory Control and Data Acquisition).
http://www.emr-radio.ie/

Measurement & Control Solutions
Manufacturer of test and measurement systems in India.
http://www.agmpl.com/

Fox Meter Inc.
Manufactures process instrumentation, including 4 to 20 mA, loop powered, bargraphs, large displays.
http://www.processmeter.com/

Yokogawa Test and Measurement
Manufacturer of data acquisition instrumentation, specializing in digital oscilloscopes and recorders.
http://www.yokogawa.com/tm

Tri-Plex
Supply interfaces, recorders and data acquisition systems for the telecom and data streaming markets.
http://www.tri-plex.com/

AeroSoft
Provide and program PLC, HMI, MMI, SCADA, DCS systems.
http://www.aerosoftusa.com/

Biopac Systems, Inc.
Manufactures data acquisition and analysis systems for research and education.
http://www.biopac.com/

Nicolet Technologies
Manufactures data acquisition systems for the precise measurement of electrical and physical signals over short periods of time. Primarily used in the power generation, automotive, and aerospace/military markets.
http://www.niti.com/

NetAcquire Corporation
Real-time distributed software, data acquisition, imaging, telemetry processing and communications solutions.
http://www.netacquire.com

Dyne Systems
Dynamometer systems for rotating equipment.
http://www.DyneSystems.com

Lantronix
Network-enable devices and appliances, and systems management solutions, to remotely manage network infrastructure equipment.
http://www.lantronix.com/

LabJack
USB based measurement and automation devices interface computers to the physical world.
http://www.labjack.com/

Horton Automation
Quality SCADA RTU and equipment for the Electric and Natural Gas Utility industry sectors.
http://www.horton-automation.com

Oriel Systems Ltd
Industrial Control for manufacturing, remote monitoring and control. Solutions for the Chemical, Oil, Ink and high-value liquids manufacturers.
http://www.orielsystems.com/

Industrologic, Inc.
Data acquisition and control boards.
http://www.industrologic.com

Radical Systems, Inc.
Provides data acquisition systems and services.
http://www.radicalsystems.com

First Technology plc
Manufactures crash test dummies, sensing and data acquisition products.
http://www.controldevices.com/

HydraSystems
Seismic source control systems, for use in VSP, "High Res" and "Deep Seis" surveys.
http://www.hydrasystems.co.uk

Instrumented Sensor Technology, Inc.
Portable, PC-programmable, high-speed data recorders for capturing dynamic environments. accelerometers, shock recorders, strain Monitors, etc.
http://www.isthq.com/

Databoards
Analog & digital input/output boards with free software developer's kit.
http://www.databoards.co.uk/

Eagle Technology
PC-based data acquisition boards, including analog input & output, digital input & output, relay, thermocouple and counter/timer boards.
http://www.eagle.co.za

Abzar Daghigh Fanavaran Co.
PC-based Industrial and Lab monitoring and automation systems.
http://www.abzar.com/

Fugro
Consultancy which undertakes the measurement and analysis of offshore and onshore structures.
http://www.fugro.co.uk/structural.htm

Unitec International Controls Corporation
Engineer, manufacture and install advanced technology SCADA systems. Includes product data and applications, company history, stock tracker, and employment opportunities.
http://www.unitec.ca/

Custom Research Ltd
Product-instrumentation applications which require custom mechanical, electrical or electronics design work.
http://www.customresearch.org/index.htm

Industrial Control Links (ICL)
Developer and manufacturer of process control, data acquisition and communications equipment primarily serving the water, power, gas, oil, transportation and process control markets.
http://www.iclinks.com

WaveEdge Inc. (USA)
Specializes in high performance hardware boards that can be used in a variety of systems in any industry. Whenever a large number of variables must be acquired and analyzed quickly.
http://www.waveedge.com/

Windrock Inc. (USA)
Provides portable reciprocating machinery analyzers to diagnose problems in engines and compressors using advance data acquisition techniques related to pressure, ultrasonic, and vibration transducers.
http://www.windrock.com/

Wuntronic (Germany)
PC-based measurement techniques.
http://www.wuntronic.de/

Comlink Group Inc.
manufacturer offering an integrated wireless solution for combined data, telephony and video surveillance applications.
http://www.comlinkgroup.com/

Yuyao Pacific Auto Control Engineering Co.,Ltd.
Manufacturer of load cells, weight display controllers, weight transmitters, electronic weighers and weight control systems.
http://www.cn-cells.com

Agile Integration
Data acquisition and electronic test and measurement equipment pl


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