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Data Flow Tutorial With Mage.ai | Part 6: Refined Data Presentation

Data Flow Tutorial With Mage.ai | Part 6: Refined Data Presentation

We conclude the data flow project with the step of developing a business intelligence dashboard to present machine data, at a reliable schedule, to a leadership or maintenance team.


Data Flow Tutorial With Mage.ai | Part 5: Basic Data Dashboards

Data Flow Tutorial With Mage.ai | Part 5: Basic Data Dashboards

We begin to wrap up our data flow project with an introduction to visual-based (GUI) tools and dashboards to present the data ingested from the Google Sheets fault data source.


Data-Driven Maintenance: Transforming Industrial Automation with IoT

Data-Driven Maintenance: Transforming Industrial Automation with IoT

Connected technology is the backbone of data transfer – data that can be used to predict failures and optimize workflows to enhance industrial operations.


Understanding the JSON Data Format for Industrial Control Architecture

Understanding the JSON Data Format for Industrial Control Architecture

It is important to have some baseline understanding of JavaScript Object Notation, or JSON, one of the most common data exchange formats used in the connected industrial world today.


Strain Gauges: Real-World Considerations and Typical Applications

Strain Gauges: Real-World Considerations and Typical Applications

In this article, we will explore real-world considerations for strain gauge performance and typical applications. We’ll be talking about foil and wire strain gauges, but ignoring semiconductors.


Implementing an OpenPLC Visual Annunciator Flasher Using an Arduino

Implementing an OpenPLC Visual Annunciator Flasher Using an Arduino

A flasher can easily be implemented using interlocking timers in a PLC environment on an Arduino Uno using OpenPLC, UiFlow Blockly Code, and a programmable HMI-based LCD unit.


9 Critical Steps to Building a Digital Twin for Your Factory

9 Critical Steps to Building a Digital Twin for Your Factory

Digital twins are a virtual process representation merging the simulation and real worlds to increase efficiency, optimize parameters, and predict successful operations for a variety of industries.


Data Flow Tutorial With Mage.ai | Part 4: PostgreSQL Database

Data Flow Tutorial With Mage.ai | Part 4: PostgreSQL Database

To transfer data from a local spreadsheet to a database to create visual dashboards, we must now define the outbound integration to the PostgreSQL database through the mage.ai editor.


Data Flow Tutorial With Mage.ai | Part 3: Connecting to Google Sheets

Data Flow Tutorial With Mage.ai | Part 3: Connecting to Google Sheets

In this article, we will explore the inbound integration to the mage.ai pipeline, connecting to the spreadsheet data source using the Google Sheets API through a JSON credentials file.


Data Flow Tutorial With Mage.ai | Part 2: Initializing the Software

Data Flow Tutorial With Mage.ai | Part 2: Initializing the Software

Data pipelines are software services that progress the data from source to storage, hopefully without too much programming complexity. In this article, we begin by initializing the mage.ai software.


Create Your Own IIoT Tech Stack Project | Part 8: Final - Data Dashboard

Create Your Own IIoT Tech Stack Project | Part 8: Final - Data Dashboard

In this final installment of the IIoT tech stack project, learn how to design the customer-facing dashboard or observability platform using the data acquired from the MQTT client device.


Create Your Own IIoT Tech Stack Project | Part 7: Integrating Data With Database

Create Your Own IIoT Tech Stack Project | Part 7: Integrating Data With Database

As we approach the conclusion of this IIoT project, we’ll explore the integration of the Mosquitto MQTT broker, Node-RED, and InfluxDB, leaving only the data dashboard setup for the final step.


Industrial Computing Tackles the Challenge of Long Rebooting Time

Industrial Computing Tackles the Challenge of Long Rebooting Time

Rebooting industrial controllers and computers incurs costs, not only from the downtime but also from cascading effects of communication with up/downstream controllers. How can this downtime be managed?


Create Your Own IIoT Tech Stack Project | Part 6: Node-RED Development

Create Your Own IIoT Tech Stack Project | Part 6: Node-RED Development

This article will explore the setup of Node-RED, the glue that will serve to connect all of the individual components of the solution that we have created up to this point.


The Art of Maintaining and Repairing Hydraulic Cylinders

The Art of Maintaining and Repairing Hydraulic Cylinders

Hydraulic cylinders and actuators can quickly move heavy objects and provide strong clamping forces. But when they break down, the effects can be catastrophic and the repairs costly and timely.


Create Your Own IIoT Tech Stack Project | Part 5: Database Setup

Create Your Own IIoT Tech Stack Project | Part 5: Database Setup

Now that our IIoT project has verified the transmission of an MQTT data payload packet, this next article will explore the setup of an InfluxDB database to store the incoming sensor data.


Create Your Own IIoT Tech Stack Project | Part 4: Connecting MQTT Client to Broker

Create Your Own IIoT Tech Stack Project | Part 4: Connecting MQTT Client to Broker

Continuing the real-world IIoT project, learn how to begin integrating the Raspberry Pi with the Mosquitto Broker and understand Docker networks and port binding.


Create Your Own IIoT Tech Stack Project | Part 3: Commissioning MQTT Broker

Create Your Own IIoT Tech Stack Project | Part 3: Commissioning MQTT Broker

Learn to develop an actual IoT solution end to end. Create a Mosquitto MQTT broker for the Raspberry Pi client in order to connect and publish Sense HAT sensor data.


Create Your Own IIoT Tech Stack Project | Part 2: Testing The Data Payload

Create Your Own IIoT Tech Stack Project | Part 2: Testing The Data Payload

Learn to develop an actual IoT solution end to end. This second article explains configuration files, testing the edge device publisher script, and viewing the payload using a sandbox subscriber script.


Create Your Own IIoT Tech Stack Project | Part 1: MQTT Client Setup

Create Your Own IIoT Tech Stack Project | Part 1: MQTT Client Setup

Learn to develop an actual IoT solution end to end, from the initial data collection to web-based visualization and analytics. This first article in the series will explore the setup of the edge device.