Data acquisition is the process of sampling signals that measure real world physical conditions and converting the resulting samples into digital numeric values that can be manipulated by a computer. Data acquisition systems, abbreviated by the acronyms DAS or DAQ, typically convert analog waveforms into digital values for processing. The components of data acquisition systems include:

  • Sensors, to convert physical parameters to electrical signals.
  • Signal conditioning circuitry, to convert sensor signals into a form that can be converted to digital values.
  • Analog-to-digital converters, to convert conditioned sensor signals to digital values.

 
Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages
So, as a summary, Data acquisition is in itself a vast group of protocols, technologies, sensors, hardware and software…

(from https://en.wikipedia.org/wiki/Data_acquisition)

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Description One of the most imperative problems so far is to connect supply chain data and services between enterprises and to connect value chain data within a factory so that it can meaningfully support decision-making
Comments Data acquisition tools to instantiate virtual manufacturing processes. The platform will apply smart data processing methods for investigating the dataset in order to find logical links.
Result product International Data Space (IDS) Reference Architecture
 Big data mining and analytics tools I Result title Big data mining and analytics tools I
 Big data mining and analytics tools II Result title Big data mining and analytics tools I Result description On one side, the collection processing and management of data, which is the Big Data Analysis task.
 Big data mining and analytics tools II Result title Big data mining and analytics tools I
 Interoperability for M2M & HMI in factory environments II Result comments Connected IT and OT IoT enabled SCADA, MOM-MES, ERP (…) connectivity Humans actively connected Human Machine Interfaces Data communication and interoperability Reference docs
 Data acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition
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Comments with the participation in the Open Research Data (ORD) pilot.
 DELIVERABLE D6.2 - Data Management Plan Result title Data Management Plan
 Data Management Plan Result title Data Management Plan Result comments result_rcn_EC deliverableType_EC Open Research Data Pilot
 DELIVERABLE D2.2 - Knowledge model for human resource optimization Result description Finally, the last part of this deliverable focuses on Ontology Exploitation through Knowledge Visualization, Data Integration, Rules inferences, Context-Driven Information Acquisition and the alignment
 Manual data acquisition Taxon title Manual data acquisition
 Business model aspects of digital platform deployment Taxon description Another difference is the central role of data for platforms, meaning that data governance is one of the essential elements of the value proposition of platforms.   Comments with the participation in the Open Research Data (ORD) pilot.
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Comments acquisition, Z-Bre4k will also comprise a complete monitoring solution at component, machine and system level The Technology Validation is executed at the industrial environment of 3 pilots and
 Data Management Plan (DMP) Result title Data Management Plan (DMP)
 Periodic Reporting for period 1 - Z-BRE4K (Strategies and Predictive Maintenance models wrapped around physical systems for Zero-unexpected-Breakdowns and increased operating life of Factories) Result description . - A Smart Object Network (SoN) has been developed to allow data acquisition in real time from different sensors/devices/machine and data aggregation, converting the data into value and sharing it through
 Data acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition
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Comments The challenge is the sensorization and data acquisition in the existing equipment not properly designed.
 Monitoring System HW and SW Result description New measurement equipment replacing the old system featuring OPC-UA data transfer
 Data acquisition/monitoring/analysis (SCADA) implemented but isolated Taxon title Data acquisition/monitoring/analysis (SCADA) implemented but isolated
 Lessons learned Comments The challenge is the sensorization and data acquisition in the existing equipment not properly designed.
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 Periodic Reporting for period 1 - A4BLUE (Adaptive Automation in Assembly For BLUE collar workers satisfaction in Evolvable context) Result description Furthermore, once it is plugged the dual arm robot is ready to share updated data and allow remote control.
 Data acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition
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Description data processing remotely, advanced IoT system and smart devices for data collection and monitoring of machinery conditions, artificial intelligence methods for predictive maintenance (data analytics
Comments   The SERENA project includes the developments of a plug and play device for machine data acquisition.
 Data Management Plan Result title Data Management Plan Result description The deliverable will include a description of the data management for all the collected data sets and a listing of open access journals relevant for the project. Result comments result_rcn_EC deliverableType_EC Open Research Data Pilot
 Data acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition
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Description Providing robust and customizable data analysis services. Allowing the company staff to actively participate to the maintenance management by an intra factory information service.
Organisation SAVVY DATA SYSTEMS SL
Comments Developed solutions require the acquisition of data over a longer timespan to better train the artificial intellgence and digital twins based methods.
 Periodic Reporting for period 1 - PROGRAMS (PROGnostics based Reliability Analysis for Maintenance Scheduling) Result description directly record controllers and sensors data; ? perform preliminary processing of data/info; ?
 R&I Objective 1.1: Zero-defect and zero-downtime high-precision manufacturing, including predictive quality and non-destructive inspection methods Comments Developed solutions require the acquisition of data over a longer timespan to better train the artificial intellgence and digital twins based methods.
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Description The platform includes 4 modules: A data acquisition module leveraging external sensors as well as sensors directly embedded in the machine tool components, An artificial intelligence module combining
Organisation SAVVY DATA SYSTEMS SL
 Open data management plan Result title Open data management plan Result comments result_rcn_EC deliverableType_EC Open Research Data Pilot
 Periodic Reporting for period 1 - PreCoM (Predictive Cognitive Maintenance Decision Support System) Result description platform and a data gathering box and cloud; 2) a data quality algorithm for securing the data quality through detecting and localizing unhealthy sensors; 3) a predictive algorithm for detecting and localizing
 Data acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition
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Comments At the architecture level, FALCON will endeavor to standardize communication protocols, data exchange formats, data exchange interfaces.
 Conceptual approach for knowledge acquisition from social media related to product usage information Result title Conceptual approach for knowledge acquisition from social media related to product usage information
 Periodic Reporting for period 1 - FALCON (Feedback mechanisms Across the Lifecycle for Customer-driven Optimization of iNnovative product-service design) Result description Data Federation Module) proving the applicability of the implementation environment.
 Data acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition
 Standards Comments At the architecture level, FALCON will endeavor to standardize communication protocols, data exchange formats, data exchange interfaces.
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 Periodic Reporting for period 2 - TWIN-CONTROL (Twin-model based virtual manufacturing for machine tool-process simulation and control) Result description The monitored data combined by the model-based estimations will allow an improved performance of the manufacturing process by controlling component degradation and optimize maintenance actions, increase
 Local Monitoring and Control System Result comments acquisition Data storage Data processing Data modelling Data collection, storage, analytics, processing and AI Cognitive and artificial intelligence (AI) technologies - machine learning Cloud computing
 Data acquisition/monitoring/analysis (SCADA) implemented but isolated Taxon title Data acquisition
 Data acquisition Taxon title Data acquisition Taxon description   Data acquisition applications are usually controlled by software programs developed using various general purpose programming languages So, as a summary, Data acquisition

Associated results & demonstrators

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EMA DEMO | EMA DEMO

Project: IFACOM

Type:

Updated at: 22-06-2018

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Description After the acquisition, a sensor vector (a .csv file, with all data) is generated. This file represents the input for the successive IFaCOM Processing Algorithms segment.