Aspen Hybrid Models combine AI and first principles to deliver a comprehensive, accurate model more quickly without requiring significant expertise. Machine learning is used to create the model, leveraging simulation or plant data while using domain knowledge, including first principles and engineering constraints to build an enriched model without the need for modeling or AI expertise.

Aspen Hybrid Models combine AI and first principles to deliver a comprehensive, accurate model more quickly without requiring significant expertise. AspenTech® is uniquely positioned to leverage over 40 years of domain expertise to make AI applicable to the process industries. This next generation of solutions will democratize the application of AI with Aspen Hybrid Models to optimally design, operate and maintain assets—online and at the edge.

This report, written by Dr. Carole Nakhle, CEO of Crystol Energy, discusses the findings of a survey assessing the impact of the COVID-19 crisis on the global energy industry. The survey, a collaboration between Crystol Energy and AspenTech, was completed in November 2020. Download this comprehensive and informative report to learn more about the survey's key findings.

What is a Hybrid Model and what does it do? In this infographic you will be guided through "The Top Five Things to Know About Hybrid Models." Learn how Industrial AI-powered hybrid modeling dramatically improves the Design, Operation and Maintenance of plants to accelerate your profit, safety and sustainability goals.

This interactive infographic highlights the 5 key digital strategies to help companies reach their sustainability goals.

Enter the era of autonomy and take the first steps to the Self-Optimizing Plant – a self-learning, self-adapting and self-sustaining operation driven by Industrial AI that will help you thrive in any market condition. Watch this video to learn how you can start realizing this vision today.

第一原理モデルと、業界専門知識を備えた機械学習とを組み合わせたAspen Hybrid Modelsは、今日のプロセスエンジニアのサポート役としてインダストリアルAIの活用を広く大衆化します。 このビデオでは、Aspen Hybrid Modelsの概要をご紹介します。

AspenTech® ha inventado un método para integrar modelos de simulación de procesos basados en primeros principios con el conocimiento en operación y algoritmos analíticos de IA. El software resultante de ello es un sistema de modelado híbrido que ofrece un modelo completo y preciso de forma más rápida sin necesidad de una experiencia significativa.

A AspenTech® desenvolveu um método para integrar modelos fenomenológicos de simulação de processos e o conhecimento do processo com IA e algoritmos de analytics. O resultado é um sistema de modelagem híbrida que oferece um modelo abrangente e preciso mais rapidamente sem exigir uma experiência significativa.

アスペンテックは、第一原理に基づくプロセスシミュレーションモデルと専門知識をAIおよびアナリティクスアルゴリズムと統合するための手法を考案しました。その結果生まれたアプリケーションソフトウェアは、第一原理モデリングだけ、あるいはAIだけの場合よりも多くのことを達成できるハイブリッドモデリングシステムです。