Blog

Artificial Intelligence and Machine Learning in the Energy Industry

Technologies incorporating AI and machine learning can deliver substantial value to refineries, improving OEE and preventing production losses.

Blog

Six Steps for Tapping Into the Power of Machine Learning

Adding machine learning to your toolbox can increase your uptime and decrease your maintenance costs. Check out our top six keys to efficiently creating the most sustainable value from this technology.

White Paper

하이브리드 모델링: 인공지능과 전문 산업지식의 결합을 통한 공정 자산 최적화

아스펜테크는 퍼스트 프린시플(first principles), 즉 보존 법칙 기반의 공정 시뮬레이션 모델, 전문 지식(domain expertise)을 인공지능 (AI) 및 분석 알고리즘과 통합하는 방법을 개발했습니다. 이를 통해 완성된 하이브리드 모델링 (hybrid modeling) 솔루션을 활용하여 광범위한 데이터 세트를 분석하는 모델을 생성하는 것은 물론, 고도의 전문지식 없이도 정확한 모델을 신속하게 만들 수 있습니다.

White Paper

ハイブリッドモデリング: AIと専門知識の組み合わせでアセットを最適化

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。

White Paper

Modelos híbridos: Combinação de IA e conhecimento do processo para otimizar ativos

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.

White Paper

Modelos híbridos: IA y conocimiento en operación se combinan para optimizar activos

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.

News Article

Processing Q&A: AspenTech's Ron Beck discusses the concept of Self-Optimizing Plant

Processing Magazine-Processing Q-A-Ron Beck discusses the Self-Optimizing Plant

Blog

Can My Small Plant Benefit from Digitalization?

Do Digital Twins, APC and APM technologies make financial sense in smaller process industries and alternative industries?

Video

Video with ADM: The Value of the Offline Optimizer

In this clip from the ADM On-Demand Webinar, Improving Profitability Using Operational Analytics, Scott Harmeier discusses the value of the offline optimizer using Aspen ProMV™.

Brochure

Aspen Utilities OnLine Optimizer

Aspen Utilities OnLine Optimizer is an integrated software solution that enables process plant operators to manage and optimize the way they use and source energy in the power station and across an entire production site. In this brochure you will learn how it enables companies to ensure that all their processes receive reliable supplies, while at the same time minimizing running costs by reducing overall consumption and identifying the most economical sources of supply.

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