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PT 人工知能
Integrated toolkit for multivariable process modelling
Statistical process models with machine learning capabilities are in the core Industry 4.0.
Predictive models
Data is the new oil – refining creates the real value
With dataPARC’s integrated process modelling module – PARCmodel – you can build models quickly and without extensive knowledge of mathematical algorithms. The results are saved in the system as calculated variables and can be used and combined with any other application as a calculated tag.
There are two main use cases for predictive models: prediction of property which is otherwise cannot be measured continuously and using a digital twin to monitor key processes, process equipment or instruments.
For the first one a typical example is a quality property measured in the lab tests from reel samples, such like tensile strength. You can build a linear statistical model which tells you the dynamics of correlation of different process parameters to the quality property. That enables then further development of algorithms to help you to keep the product quality stable also between the samples and also tells you if the sample is not representative for the entire product.
You can also build a model to describe nominal performance of process, process equipment or an instrument. Once you have created the model to describe the output in normal conditions, you can start continuously monitor the real performance comparing to the model. The devialtions can then trigger alarms which are distributed to applicable systems and persons by SMS messages and e-mails to activate corrective actions.
Benefits
- Reduce variability by proactive operations
- Know your process, learn interdependencies and dynamics
- Fast model building without extensive knowledge of mathematics
- Monitor your assets to improve performance, safety and maintenance process efficiency
製造を前進させる
BTG は、事業全体でビジネス パフォーマンスを持続的に向上させるためのソリューションを統合します
クラス最高のソリューション
最先端の製品アプリケーション ソリューションは、クラス最高の製造ソリューションを提供します
実証済みのクロスミルのメリット
新しいレベルのプロセス最適化を解き放つ、統合された工場全体のアプローチ
あらゆるレベルで信頼
運用、保守、およびプロジェクトの専門家をサポートする測定可能なパフォーマンスの向上
付加価値サービス
- BTG の Mütek ラボ デバイスは、最適化された化学薬品投与量と信頼性が高く安定した動作により、コスト削減を実現します
- 廃液処理における脱水プロセスのポリマー投与量を最適化するための、迅速かつ正確な新しい方法
- BTG の Mütek PCD は、穀物製品、原材料、添加物、完成品の測定に新しい選択肢を開きます
リソースをダウンロードします。
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