- Data Science Blogs -

What is Data Acquisition? Top 10 Data Acquisition Tools & Components

Data Acquisition Systems, regularly abbreviated to DAS or DAQ, are frameworks intended to gauge and track some type of physical framework and convert this information into a shape that can be seen and controlled on a PC. The plan which is an execution of DAS is a complicated field. The principal DAS were structured by IBM, harking back to the 1960s, and were gigantic arrays of PCs and equipment. As the field has grown, progressively more generic frameworks have turned out to be accessible, and in the like manner, it is currently conceivable to quantify and dissect any type of physical framework. Today we will discuss data acquisition and various software that you can use for data acquisition.

What is Data Acquisition?

Data Acquisition is the process of examining signals that measure true physical conditions and changing over the subsequent examples into computerized numeric qualities that can be controlled by a PC. Data Acquisition frameworks, shortened by the abbreviations DAS or DAQ, regularly convert simple waveforms into advanced qualities for preparing. The segments of information procurement frameworks include:

  • Sensors, to change over physical parameters to electrical signs.
  • Signal molding hardware, to change over sensor signals into a shape that can be changed over to computerized values.
  • Analog-to-digital converters, to change over molded sensor signs to advanced qualities.

The information obtaining applications are typically controlled by programming programs created utilizing different universally useful programming dialects, for example, Assembly, BASIC, C, C++, C#, Fortran, Java, LabVIEW, Lisp, Pascal, and so on. Independent data acquisition frameworks are frequently called data loggers.

data science Curriculum

There are likewise open-source programming bundles giving all the vital apparatuses to gain information from various equipment gear. These devices originate from established researchers where complex test requires quick, adaptable and versatile programming. Those bundles are typically custom fit however increasingly broad DAQ bundles like the Maximum Integrated Data Acquisition System can be effectively customized and is utilized in a few material science tests around the world. Components of a Data Acquisition System

What are the Components of a Data Acquisition System?

All data acquisition systems comprise of three basic components – Sensor, Signal Conditioning, an Analog-to-Digital Converter (ADC). Here is a general description of their functioning.

A). Analog-to-Digital Converter

At the center of all data acquisition systems is an Analog to Digital Converter (ADC). As the name suggests, this chip takes information from the surrounding environment and changes it over to discrete dimensions that can be translated by a processor. These discrete dimensions relate to the smallest of perceptible changes in the signal which is measured. The higher the quantity of "bits" of an ADC (12-bit, 16-bit, 18-bit and so forth.), the more noteworthy the number of discrete dimensions that can speak to a simple signal and the more noteworthy the goals of the ADC. The goals of an ADC is basically closely resembling the ticks on a gauge. A gauge with mm tick marks has more goals than a gauge with just cm tick marks. Regardless of whether you require mm or cm tick marks relies upon what you are estimating – the equivalent is valid for ADC goals.

B). Sensors (Transducers)

Sensors, regularly called Transducers, convert genuine wonder like temperature, power, and development to voltage or current signals that can be utilized as contributions to the ADC. Regular sensors incorporate thermocouples, thermistors, and RTDs to quantify temperature, accelerometers to quantify development, and strain checks to gauge drive. While picking the correct sensor for your estimation framework, it's critical to consider factors like the precision of the sensor and the flag molding required to record a comprehensible signal.

C). Signal Conditioning

To make quality estimations on transducers, extra hardware is frequently required between the transducer and the ADC. This hardware is by and large alluded to as signal molding and can incorporate intensification/weakening, separating, Wheatstone connect fulfillment, excitation, linearization, adjustment, and chilly intersection pay (CJC). Distinctive sensors have diverse signal molding needs. For example, signal molding for a strain check requires excitation, connect finish and adjustment. Thermocouples, which yield motions in the mV go, should be enhanced and also sifted before experiencing the ADC. Many times, signal molding hardware is contained inside an information securing gadget, yet signal molding may likewise be a piece of the transducer. Load cells, for instance, contain the extension fruition, alignment hardware, and intensification. Numerous MEM (smaller scale electro-mechanical) sensors likewise contain signal molding.

Read: How to Learn Python for Data Science?

What is Data Acquisition? Top 10 Data Acquisition Tools & Components infographic

Top 10 Data Acquisition Tools

Here are some of the most trending software that are doing rounds when it comes to data acquisition-

1). WINDAQ Software

You can utilize WINDAQ programming with any DATAQ Instruments equipment item. The WINDAQ programming bundle contains both chronicle and playback programming. The chronicle programming enables you to record waveforms specifically and persistently to plate while checking an ongoing presentation of the waveforms on your PC screen. WINDAQ/Lite Recording Software limits most extreme throughput to 240 Hz when in RECORD mode. WINDAQ/Pro Recording Software includes an example rate restricted just by the most extreme example rate of the equipment. Notwithstanding WINDAQ/Pro's highlights, WINDAQ/Pro+ Recording Software enables you to tailor test diverse channels at various rates by entering an example rate divisor esteem (1 to 255) for each channel. WINDAQ Waveform Browser playback programming enables you to audit, measure, examine, pack, reorder, send out/import, and generally control the recorded waveform data.

data science Quiz

2). ActiveX

The ActiveX control standard characterized by Microsoft portrays particular, reusable software segments that can be utilized all around by any condition that bolsters the standard. For instance, without adjustment, similar controls might be utilized by Visual BASIC, Visual C++, National Instruments LabVIEW, CEC TestPoint, Borland C++ Builder, Excel and some more. DATAQ Instruments' ActiveX control library comprises of five parts, each tending to an alternate application territory (see underneath for an entire depiction of each. DATAQ Instruments' ActiveX control library underpins the accompanying items: DI-145, DI-148U, DI-149, DI-150, DI-151, DI-154RS, DI-158 Series, DI-190, DI-194RS, DI-195B, DI-4xx items, DI-5xx items, DI-7xx items (barring model DI-770 items), and DI-5001.


This program is basically ‘Data Acquisition Products for ANY Application and Budget’. DATAQ Instruments underpins all dimensions of data acquisition software, from prepared to-raced to programming arrangements. Many observed WinDaq information acquisition programming included with the majority of equipment items procures, shows, surveys, and sends out information easily and without any complex programming. ActiveX control and speck net classes bolster programming prerequisites under most famous programming languages which makes it easy to use.

Read: An Insight into the Intriguing World of the Data Scientist

4). FlukeCal

Fluke Calibration: US | Calibration Equipment and Standards, Calibration Software. Fluke offers very adaptable and configurable application and progressed trending software that speaks with all Fluke information obtaining items. Remote web survey and control, email caution warnings, complex math ghost channels, and in-program inclining are only a portion of the highlights accessible to clients. Fit for arranging one or numerous instruments in a single design of only a couple of channels to more than 2,000 channels. The natural UI makes getting the information you require a straightforward errand. 


Computerized Acquisition System | Digital Electronic Systems | Data Monitoring Tools. EXLab-based frameworks are a mix of powerful, turnkey software and exactness instrumentation intended to take care of your hardest issues in confirming structures of electro-mechanical items.


Data Acquisition (DAQ) – Microstar Laboratories. Data Acquisition Processor loads up for PC-based constant information obtaining frameworks: fast I/O, flag molding, multiplexing, test and-hold, seclusion, quadrature interpreting, separating, counter-clock, and the sky is the limit from there. Highlights incorporate straightforward extension, continuous handling, and rapid system access.

7). DAQami

DAQami gives an instinctive intuitive interface for clients to rapidly and effectively gotten comfortable with the highlights of an data acquisition (DAQ) gadget, acquired data, and produce signals. DAQami is ideal for intelligent testing, information logging, and creating applications that keep running for a considerable length of time or even days.

8). TracerDAQ and TracerDAQ

Read: Data Science and Software Engineering - What you should know?

TracerDAQ and TracerDAQ Pro data acquisition (DAQ) programming gives four virtual instruments to gain, break down, and show information, and produce signals. No programming knowledge is expected to make DAQ applications close to introducing an MCC DAQ gadget. TracerDAQ Pro incorporates upgraded features over standard TracerDAQ.

9). DASYLab data acquisition

DASYLab information obtaining (DAQ) programming gives apparatuses and capacities to rapidly and effectively create complex applications without programming. The product offers continuous examination, control, and designs instruments for making custom graphical UIs (GUIs), underpins most MCC gadgets, and furthermore bolsters equipment from more than 20 vendors. 

data science training

10). National Instruments

National Instruments: Test, Measurement, and Embedded Systems. National Instruments, a pioneer in PC-based information procurement, offers a total group of demonstrated information obtaining equipment gadgets and ground-breaking, simple to-utilize programming that stretches out to numerous dialects, transports, and working frameworks. 


It is important for every enterprise to utilize the appropriate data acquisition software. Every organization has got its own set of requirements. You need to first collate the list of requirements that your enterprise has got. Then analyze which software suits your requirements the most. Also, do not forget to check the pricing of each software.

Read: Random Forest In R

    Janbask Training

    JanBask Training is a leading Global Online Training Provider through Live Sessions. The Live classes provide a blended approach of hands on experience along with theoretical knowledge which is driven by certified professionals.


Search Posts


Receive Latest Materials and Offers on Data Science Course