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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.

在当今动荡、不确定、复杂且模糊（VUCA）的全球市场中，一切都在变化——在生产环境中，变化意味着风险增加。资本密集型组织如何将其风险降至最低，尤其是在保险范围不易获得的情况下？

AspenTech® experts have put together this document on top questions and answers to help you get the most value from your process simulation tools including tips and tricks that you can use immediately to reduce batch cycle times and improve overall product quality.

Unplanned downtime has wide-ranging impacts that affect more than just a plant’s productivity and profitability. Forced shutdowns also have a major impact on plant and personnel safety, as well as greenhouse gas emissions and environmental compliance. But what if you could actually plan for downtime?

在今天的VUCA环境中，企业正在转向数字化和人工智能来开发自主和半自主的流程，以实现更高水平的安全性、可持续性和盈利能力。这就是自优化工厂之旅的开始。下载本执行摘要，了解自优化工厂将如何使公司：

This valuable resource provides additional insights from our technical experts on how users can use historical plant data to maximize model accuracy.

El tiempo de inactividad no planificado tiene un amplio impacto que afecta no solamente a la productividad y la rentabilidad de una planta sino también a la seguridad del personal y de la planta, así como a las emisiones de gases de efecto invernadero y al cumplimiento al medio ambiente. Pero, ¿qué pasaría si realmente se pudiera planificar el tiempo de inactividad? En este documento, conozca cómo los avances en machine learning y el análisis predictivo están eliminando que haya tiempo de inactividad no planificado que sea desconcertante.

Many new improvements have been made to Batch Modeling technology in Aspen Plus, including the integration of the technology previously available with Aspen Batch Modeler and the introduction of new unit operations, including batch crystallization. This document covers our answers to some of the most commonly asked questions about this technology.

En el ambiente VUCA extremo de hoy en día, las organizaciones están recurriendo a la digitalización y a la inteligencia artificial para desarrollar procesos autónomos y semiautónomos que permitan nuevos niveles de seguridad, sostenibilidad y rentabilidad. Aquí es donde comienza el viaje hacia la Planta Auto-Optimizable.