Tutorials & webinars

Watch

The Toolkit, on camera.

Live plant recordings, webinars, and short build-run-optimize lessons. Nothing here asks for an email address first.

In the plant

Live demo: combustion and sootblowing at a power plant

Griffin AI Toolkit running in a live plant to cut emissions and improve heat rate.

Operator DCS interface for closed-loop combustion optimization

How operators use existing DCS graphics to supervise Griffin in closed loop.

Webinars

Steel reheat furnace solutions

Furnace setpoints, fuel savings, and product quality on the Toolkit.

Digitalization: why not just put it in the DCS?

What a DCS is for, what it is not for, and where a no-code layer belongs.

Get started

Introduction to Griffin

Neural nets, evolutionary optimization, and live save-and-refresh.

Tips and tricks

Shortcuts, logs, help on every component, and editing applications.

Sandbox environment on the cloud

Try the Toolkit on a hosted sandbox before touching the plant.

Build, run, optimize

Basic applications, part 1: building an application

Logic streams, components, arrays, decisions, and computations.

Basic applications, part 2: running an application

Start the app, watch live evaluations, open plots and tuning screens.

Basic applications, part 3: using tuning screens

How operators and engineers adjust a live application.

Basic applications, part 4: making live logic changes

Change logic on a running system without a compile cycle.

Data displays and tuning screens, in depth

A longer look at how displays are built and used.

Industrial AI, part 1: particle swarm optimization

What PSO is doing in an industrial optimizer.

Industrial AI, part 2: setting up the optimizer

Configure the optimizer component inside the Toolkit.

Industrial AI, part 3: fine-tuning optimizer performance

Make the search behave on a real process.

Industrial AI, part 4: custom costs and constraints

Encode the objectives and limits your plant actually has.

Cooling tower optimization simulator

Walk through the cooling-tower application on the cloud sandbox.