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AI APC for Industrial Process Control
Experience the Power of Adaptive, Closed-Loop Process Control – Driven by AI
Functionality of the Conundrum Platform
Tools for Advanced Data Collection and Creation of AI Driven Process Control Solutions
- Process-flow diagramThe platform is configured to core manufacturing processes for the rapid adaptation of algorithms to equipment reconfigurations via a user interface
- DashboardsThe dashboard configuration tool supports highly individualised user interfaces that prioritise the data required for specific processes
- Expanding usable dataThe Conundrum platform has tools to quantify, annotate, and transform previously unmeasurable sources of useful data
- Process-flow diagramThe platform is configured to core manufacturing processes for the rapid adaptation of algorithms to equipment reconfigurations via an user interface
- DashboardsThe dashboard configuration tool supports highly individualised user interfaces that prioritise the data required for specific processes
- Expanding usable dataThe Conundrum platform has tools to quantify, annotate, and transform previously unmeasurable sources of useful data
Advantages of the Platform
Data at a glance, ready-to-use app modules, and digital twins for manufacturing operations
Making production optimisation faster and cheaper
Intuitive, adjustable dashboards offer useful data in real time helping reveal process issues before they become problems.
Making data actionable
The robust Conundrum API can be accessed and adjusted by internal and external DS and ML teams.
Freedom to choose developers and contractors
Conundrum tools are compatible with all sources and formats of data and optimisation models
Uniform architecture
Algorithms tuned to individual processes "see" each other to maximise efficiency along the entire production chain
End-to-end optimisation
ML models are synced with discrete assemblies of production equipment instead of the entire manufacturing circuit allowing for rapid reconfiguration through the user interface
Rapid adaptation to reconfigurations in production
+0.9% increase in throughout of grinding circuit
(Au)
(Au)
Prevention of mill overload
+2.9% increase in throughput
-2% decrease in energy cost per ton
(Cu, Fe)
-2% decrease in energy cost per ton
(Cu, Fe)
Optimisation of AG mills control
+0.7% increase in throughput
(Cu, Fe)
(Cu, Fe)
Optimisation of feeders control
+2.5% increase in recovery
(Cu, Ni)
(Cu, Ni)
Optimisation of flotation circuit
+2.6% increase in throughput
(Pt)
(Pt)
Optimisation of crushing circuit
4.6% Ni decrease in slag, 0.2% NI increase in product
(Ni, Fe)
(Ni, Fe)
Smelting optimisation
AI powered process control solutions
Cement
Optimises output efficiency and energy consumption across the entire plant
Crushing
Increases throughput of crushing circuit while keeping PSD in desirable range
Grinding
Boosts throughput of grinding circuit and prevents mills overloads under condition of varying ore size and hardness
Flotation
Increases recovery rates and stabilises concentrate grade
Industrial AI for metals & mining
Copyright © Conundrum Industrial Limited, 2024
Platform
CONUNDRUM INDUSTRIAL LIMITED,
Merlin Place, Milton Road, Cambridge, United Kingdom, CB4 0DP
Merlin Place, Milton Road, Cambridge, United Kingdom, CB4 0DP
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