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Articles on technology, engineering, and innovation

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6 min

TinyML: The Edge AI Revolution in Industrial Sensors

TinyML brings the art of running artificial intelligence on resource-constrained microcontrollers (MCUs) and its transformative power in industrial sensors.

TinyMLEdge AIIndustrial Sensors
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8 min

Industrial Data Visualization with Grafana: Real-Time Monitoring and Dashboard Design

How to visualize industrial IoT data with Grafana, create meaningful dashboards, and set up real-time monitoring systems. Grafana integration with ZMA and GDT devices.

GrafanaData VisualizationDashboard
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8 min

7 Inch and 10.1 Inch HMI Screens: Choosing the Right Size for Industrial Applications

Comprehensive guide for selecting 7 inch vs 10.1 inch HMI screens based on machine size, operator ergonomics, and viewing distance.

HMI7 inch screen10.1 inch screen
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10 min

Generative AI in Industrial Data with AWS Bedrock

Leveraging foundation models (Claude, Llama, Titan) for industrial applications: Anomaly detection, natural language querying, automated maintenance reports.

AWS BedrockGenerative AIClaude
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9 min

GDT + HMI Integration: Real-Time Weight Display with Modbus Communication

Step-by-step guide for visualizing data from GDT Digital Transmitter on HMI touchscreen with Modbus TCP/RTU protocol in industrial weighing systems.

GDTHMIModbus
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12 min

Industrial Data Collection with AWS IoT Core: From ZMA Devices to Cloud

Transfer of data collected via Modbus from ZMA and GDT devices to AWS IoT Core cloud platform via IoT gateway using MQTT protocol.

AWS IoT CoreMQTTZMA
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10 min

Industrial IoT Automation with n8n: No-Code Workflow Integration

Automating industrial data flows with n8n workflow automation: MQTT to email/Slack alerts, ERP integration, and automated reporting from ZMA and GDT devices.

n8nWorkflow AutomationMQTT
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11 min

On-Premise AI Solutions with Ollama: Factory-Internal Predictive Maintenance

Local AI models deployment with Ollama in factories without cloud data transfer for predictive maintenance and anomaly detection applications.

OllamaLocal AIPredictive Maintenance
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9 min

Time Series Data Management with Amazon Timestream

Efficient storage and analysis of industrial sensor data with AWS Timestream: High-speed writes, automated lifecycle management, and SQL-based analytics.

AWS TimestreamTime Series DatabaseIndustrial IoT
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6 min

Why Should You Use Digital Transmitters in Factories of the Future?

We examine the differences between analog and digital transmitters in industrial automation, why you should switch to digitalization, and their roles in future factories.

Digital TransmitterGDT SeriesIndustry 4.0
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5 min

GDT Series: End Data Loss with Modbus Communicating Digital Transmitters

Discover how the GDT series digital transmitters, supporting Modbus RTU and TCP protocols, ensure data security in industrial communication.

Modbus RTUModbus TCPGDT Series
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ZMA-Desk: Real-Time Monitoring and Data Logging Power

Discover ZMA-Desk monitoring and datalog features. Live data visualization, real-time charts, and professional data export in CSV/XLSX formats.

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6 min

The Role of Industry 4.0 and Digital Transmitters: Smart Sensor Management

The critical role of digital transmitters in smart sensor management, data analytics, and predictive maintenance processes in the Industry 4.0 ecosystem.

Industry 4.0Smart SensorsDigital Transmitter
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5 min

5 Critical Criteria You Should Know for Choosing the Right Transmitter

Technical parameters you should pay attention to when choosing a transmitter to get the best performance in your industrial applications.

Transmitter SelectionIndustrial AutomationSensor
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6 min

Temperature, Pressure, and Level: What are Industrial Transmitter Types?

A comprehensive guide to the most commonly used transmitter types in industry, their functions, and application areas.

Transmitter TypesTemperature TransmitterPressure Transmitter
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7 min

How to Prevent Noise in Transmitter Signals?

Technical tips and solution methods to minimize the effect of electrical noise in industrial environments on transmitter signals.

Noise PreventionNoise ReductionTransmitter
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6 min

4-20mA or 0-10V? Comparison of Transmitter Output Signals

Differences, advantages, and correct selection criteria between 4-20mA and 0-10V, the most commonly used analog output signals in industrial transmitters.

4-20mA0-10VAnalog Signal
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5 min

Why We Use Zephyr RTOS in Our Products

Explaining our choice of Zephyr RTOS for ZMA Data Acquisition devices, highlighting T2 Workspace topology, custom board support, and secure boot advantages.

Zephyr RTOSEmbedded SystemsIoT
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6 min

Which Sensor Gives Which Output? The World of 4-20mA, 0-10V, and mV/V

We technically explain the analog signal types produced by pressure, temperature, and weight sensors and why these signals vary.

Sensor OutputsmV/V4-20mA
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5 min

Signal Selection in Industrial Sensors: Why 4-20mA or 2mV/V?

Signal selection strategies in industrial sensors from an engineering perspective and why certain signals have become standards.

Signal Selection4-20mAmV/V
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6 min

Why 24-bit Analog to Digital Module? The Chemistry of Precision Measurement

A technical review of the importance of 24-bit resolution in industrial data acquisition, its advantages, and why 16-bit systems represent an insufficient solution.

24-bit ADCAnalog Digital ModuleResolution
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5 min

ZMA Data Acquisition: High-Speed Analog Digital Module Applications

The importance of high-speed data acquisition in industrial processes requiring millisecond precision and calculations of ZMA series performance in this field.

High SpeedData AcquisitionDAQ
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5 min

3 Common Mistakes When Converting Analog Signals to Digital

Basic mistakes made in the process of converting analog signals to digital (digitizing) in industrial automation projects that compromise data accuracy.

ADCDigitizingErroneous Measurement
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7 min

Analog to Digital Module Integration and Data Processing in Embedded Systems

How raw data coming from ADC modules is processed in the embedded software world, calibration algorithms, and signal processing techniques.

Embedded SystemsADC IntegrationSignal Processing
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6 min

Loadcell and Transmitter Compatibility in Milk Tank Automation

Advantages of loadcell-based weight measurement systems and control unit integration for milk stock management in the food industry.

Milk TankLoadcellWeighing Systems
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7 min

IoT Based Data Acquisition: Guide to Carrying Analog Data to the Cloud

A technical guide on how analog sensor data in the field is transferred to the cloud via IoT devices and gateways and the architecture of this process.

IoTCloud DataData Acquisition
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6 min

TinyML: Artificial Intelligence Revolution at the Edge in Industrial Sensors

TinyML, the art of running artificial intelligence on microcontrollers (MCUs) with limited resources, and its transformative power in industrial sensors.

TinyMLEdge AIIndustrial Sensors
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6 min

Predictive Maintenance with NPU Supported MCUs: Predicting the Future

A technical look at how next-generation microcontrollers with neural processing units (NPU) make a difference in predictive maintenance processes.

NPUMCUPredictive Maintenance
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6 min

Smart Transmitters: Noise Filtering and Anomaly Detection with AI

Technical details of cleaning interference and real-time anomaly detection with the integration of artificial intelligence algorithms at the transmitter level.

Smart TransmitterArtificial IntelligenceAnomaly Detection
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10 min

Sensor Performance Terminology: Guide to Sensitivity, Accuracy, and Resolution

Detailed examination of fundamental performance parameters such as resolution, sensitivity, accuracy, and repeatability in industrial sensors.

SensorsMeasurementInstrumentation
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8 min

Creating Custom Distributions with Yocto for Embedded Linux Systems

Learn how to create custom distributions for embedded Linux systems using Yocto Project, layer management, and recipe writing.

YoctoEmbedded LinuxBuild Systems
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6 min

Modbus Protocol Integration in Industrial IoT Systems

Learn how to integrate the widely used Modbus protocol in industrial automation systems into IoT devices.

ModbusIoTRS485
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10 min

High Precision ADC Selection and Applications

Detailed guide on the use of 24-bit ADC solutions in industrial measurement systems, calibration, and performance optimization.

ADCAnalogMeasurement
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