ARDI Documentation

Value Predicting Model

optrix@undisclosed.example.com (optrix) — Tue, 08 Sep 2026 22:27:35 +0000

Value Predicting Model Traditional anomaly detection AI models are outlier detection models. They're similar to a check engine light in that they explain that there is an anomaly, but they do very little to help explain what the anomaly actually is, which results in users needing to explore their data to find the cause of the alert.

Outlier Detection Model

optrix@undisclosed.example.com (optrix) — Tue, 08 Sep 2026 06:38:13 +0000

Outlier Detection Model Outlier Detection Models are the simplest form of anomaly detector. Unlike value-predicting models, this type of AI simply gives a simple reading to say 'this is normal' or 'this is unusual'. Unfortunately, they aren't able to explain why they are indicating an anomaly - they only let you know that the data coming from the asset(s) is unexpected.

Differences Between Model Types

optrix@undisclosed.example.com (optrix) — Tue, 08 Sep 2026 06:37:21 +0000

Differences Between Model Types The anomaly detection system offers three different types of model that can be used depending on how much data you have about your process. You choose between these model types when creating a new anomaly detector. If your process is reliable and repeatable, you should be able to use either the

Example Stacks

optrix@undisclosed.example.com (optrix) — Tue, 08 Sep 2026 04:38:40 +0000

Example Stacks Below you will find some examples of working analytic stacks. Complete Examples Daily Production Figures Daily Machine Running Times Daily Per-Product Totals Per-Batch Machine Setup Per-Batch Machine Setup with Inspection Results Modelling a Virtual Sensor Creating a Classifier AI Creating a Time Series AI Specific Scenarios Calculating an Average Calculating a Total

Merging Batches, Inspections and Process Data - created

optrix@undisclosed.example.com (optrix) — Tue, 08 Sep 2026 04:36:49 +0000

Merging Batches, Inspections and Process Data One of the most powerful uses of Capture is in integrating your batch, inspection and process data into a single table. To do this, we're going to require three things. * A source of batch event data (ie. a batch database)

Reset

optrix@undisclosed.example.com (optrix) — Tue, 08 Sep 2026 04:11:43 +0000

Reset This deletes any tables of data. Parameters None Description This layer is normally used to remove any data remaining in a table before performing another query. It's most often used when you want to get additional information after extracting data using a layer like

Flatten

optrix@undisclosed.example.com (optrix) — Mon, 07 Sep 2026 05:24:06 +0000

Flatten Converts the columns of a table into the attributes of a frame. This deletes the table. Parameters NameDefaultMeaningmethodA method namecolumnsAn array of column names (used only for stable)toleranceAn array of floating-point tolerance levels (used only for

Creating Templates - created

optrix@undisclosed.example.com (optrix) — Thu, 03 Sep 2026 06:17:45 +0000

Creating Templates Templates are defined in Javascript, through the templates dictionary. This can be defined in it's own JSON file along-side your other display files. The dictionary key is the unique code for the template (such as 'vbarchart' for a vertical bar-chart), followed by a string that contains the SVG text that will replace the parent object.

Templates - created

optrix@undisclosed.example.com (optrix) — Thu, 03 Sep 2026 06:06:51 +0000

Templates Templates allow you to create complex, repeatable SVG elements in your Infographics. For instance, we offer a vbarchart template that creates a bar-chart for a single point. To use templates, create a basic SVG shape - such as a rect or

Setting Up a Marked-Up Display

optrix@undisclosed.example.com (optrix) — Thu, 03 Sep 2026 05:58:33 +0000

Setting Up a Marked-Up Display If you're making an SVG-based Infographic, your generate.js file will look like the one below. class ActiveReport extends MarkupReport { } If you'd like to add some code to handle data updates yourself (ie. performing analytics or manipulating data to make it more human-readable), you can add an

Infographics Addon

optrix@undisclosed.example.com (optrix) — Thu, 03 Sep 2026 05:57:41 +0000

Infographics Addon The Infographics addon gives users easy access to fully customisable web-powered, interactive, data-driven visualisations. These aren't limited to history - these can display, respond to and analyse live data as-it-happens, and show results in a wide variety of different ways.

ARDI Visual Analytics

optrix@undisclosed.example.com (optrix) — Thu, 03 Sep 2026 05:57:13 +0000

ARDI Visual Analytics The Visual Analytics addon to ARDI has been built to give you the power to create analytics powered by your data and your logic, without writing any code. Some of the functionality of Visual Analytics is being replaced via the

Markup Examples

optrix@undisclosed.example.com (optrix) — Thu, 03 Sep 2026 02:24:29 +0000

Markup Examples Below are some examples of SVG markup. Simple Text Indicator A simple piece of text that shows the current value of Machine Temperature. Coloured Text Indicator

Marking Up SVGs

optrix@undisclosed.example.com (optrix) — Thu, 03 Sep 2026 02:14:06 +0000

Marking Up SVGs While the previous section has you building an SVG file from code, in some cases you'd like to take an existing SVG document and make it 'live' - creating diagrams that respond to data. We provide the Live SVG library to help with these scenarios.

Modifiers

optrix@undisclosed.example.com (optrix) — Thu, 03 Sep 2026 02:13:17 +0000

Modifiers When creating marked-up SVGs, you can add modifiers to anywhere where you substitute the value of an ARDI property. This allows you to transform the value as its injected into your live display. Each modifier is added with the vertical bar '|' symbol and is applied in order from left-to-right.

Articulation Points

optrix@undisclosed.example.com (optrix) — Thu, 03 Sep 2026 00:08:35 +0000

Articulation Points SVG files aren't always very suited to building animated, articulated objects, because the 'transform' system used by SVGs - although powerful - isn't designed in a way that works well with rotating complex parts and joints. The SVGMarkup library - used when making

articulation.png - created

optrix@undisclosed.example.com (optrix) — Thu, 03 Sep 2026 00:02:17 +0000

Infographics Addon

optrix@undisclosed.example.com (optrix) — Wed, 02 Sep 2026 22:41:18 +0000

Infographics Addon The Infographics addon allows you to add custom web displays to your ARDI system, using your combined ARDI data to create your own visualisations. These are made available on your ARDI website, and provide interactive, up-to-date and dynamic visualisations built from your data.

Examples

optrix@undisclosed.example.com (optrix) — Thu, 20 Aug 2026 04:33:25 +0000

Examples These are examples of Apprise notifications in ARDI. Our Preferred Provider Signl4 Event Notifications Signl4 offers an online service that takes events and sends notifications to people in your organisation. Rather than only going to a fixed email, phone number or channel, these can then be directed to the people who are on-call or on-shift via app, SMS, email or phone. It tracks acknowledgements and comments and can automatically assign alert types and priorities.

Pushover Notifications - created

optrix@undisclosed.example.com (optrix) — Thu, 20 Aug 2026 04:32:59 +0000

Pushover Notifications Pushover is a service that allows simple, almost-free messaging to devices over the Internet, including desktop PCs, phones and tablets. For more comprehensive documentation, see . Setup Open and sign into Pushover in a web browser at