NTWIST - Edmonton
By using ML over your existing APC - you can get a recovery improvement by 2-3%
Machine learning (ML) and Artificial Intelligence (AI) control tools are becoming more available for mining, mineral processing, and industrial operations. They enhance the performance of existing PLCs and APCs by increasing real-time measurements accuracy while delivering predictions and operation recommendations to Optimise plant performance.
The application of ML/AI tools in a plant with a regular PLC system has been demonstrated to improve efficiencies by up to 30% within a short time and with significantly reduced costs when compared to an Advanced Process Control (APC), eliminating in most cases the need to upgrade a system with an APC.
When applied as an enhancer to an Existing APC system, improvements are between 1%-3%, with the added value of being able to deliver accurate Measurements, even when parameters are fluctuating.
An APC’s goal is to optimize production in real-time and has been used for over three decades by the production industry. The APC’s advantage over the PLC is its capability to simultaneously optimize many variables based on pre-defined models and assume closed-loop systems to correct plant operations. The APC is used when considering a linear IF-THEN correlation between variables.
The ML/AI capacity to process data that the APC cannot (such as Visual Data and other non-analog data feeds) and provide the APC with dynamic, self-adjusting measurements significantly broadens the APC capabilities.
Contact NTWIST
| Address : | 9650 20 Ave NW, Edmonton, AB T6N 1G1, Canada |
| Phone : | 📞 +7887 |
| Postal code : | 6 |
| Website : | http://www.ntwist.com/ |
| Categories : | |
| City : | N |
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