Latest Data Analytics & Simulation Technical Articles

In order to trace control system problems to the core, the ability to read and interpret various resources, from…

In order to trace control system problems to the core, the ability to read and interpret various resources, from facility-level diagrams to machine-level wiring layouts, is critical.

Converting different numbering systems is quite common in PLCs and structured text codes. Why? Because people read…

Converting different numbering systems is quite common in PLCs and structured text codes. Why? Because people read decimals. Computers read binary. Processors read sets of bits. Not so simple.

We conclude the data flow project with the step of developing a business intelligence dashboard to present machine data,…

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.

We begin to wrap up our data flow project with an introduction to visual-based (GUI) tools and dashboards to present the…

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.

For large process systems, learn how the location of data indication and flag processing can increase or decrease the…

For large process systems, learn how the location of data indication and flag processing can increase or decrease the burden on computers at the device, RTU, or main computer level.

Connected technology is the backbone of data transfer – data that can be used to predict failures and optimize…

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

It is important to have some baseline understanding of JavaScript Object Notation, or JSON, one of the most common data…

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.

In this article, we will explore real-world considerations for strain gauge performance and typical applications. We’ll…

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.

A flasher can easily be implemented using interlocking timers in a PLC environment on an Arduino Uno using OpenPLC,…

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.

Digital twins are a virtual process representation merging the simulation and real worlds to increase efficiency,…

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.

To transfer data from a local spreadsheet to a database to create visual dashboards, we must now define the outbound…

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.

In this article, we will explore the inbound integration to the mage.ai pipeline, connecting to the spreadsheet data…

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 pipelines are software services that progress the data from source to storage, hopefully without too much…

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.

All of modern industry relies on data. In the first installment of a series showcasing the importance of industrial data…

All of modern industry relies on data. In the first installment of a series showcasing the importance of industrial data movement, we explain the challenge of data flow and build a fault list.

In this final installment of the IIoT tech stack project, learn how to design the customer-facing dashboard or…

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.

This article reviews the challenges and opportunities when incorporating generative AI and Large Language Models in…

This article reviews the challenges and opportunities when incorporating generative AI and Large Language Models in industrial applications. It also examines how a Norwegian fishing and biotech company improved operational productivity and efficiency using generative AI.

As we approach the conclusion of this IIoT project, we’ll explore the integration of the Mosquitto MQTT broker,…

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.

Rebooting industrial controllers and computers incurs costs, not only from the downtime but also from cascading effects…

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?

This article will explore the setup of Node-RED, the glue that will serve to connect all of the individual components of…

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.