La ingeniería de datos (ingeniería de características), clasificación de estados y selección de modelos pueden ser tareas complejas y consumen gran parte del tiempo de los equipos de ciencia de datos. Si bien la creación de herramientas particulares suele ser el primer instinto, hay que tomar en cuenta que las aplicaciones actuales de Gestión del Desempeño de Activos (APM) que cuentan con experiencia industrial, pueden ayudar a los científicos de datos a acelerar estos procesos para diseñar y escalar nuevas soluciones rápidamente.

Feature engineering, state classification and best model selection can be complex, time-consuming tasks for data science teams. While building customized tools is often the first instinct, today’s Asset Performance Management (APM) applications with built-in industry expertise can help data scientists speed up this process to rapidly design and scale new solutions.

Engenharia de recursos, classificação de estados e seleção do melhor modelo podem ser tarefas complexas e demoradas para as equipes de ciência de dados. Embora a construção de ferramentas personalizadas seja muitas vezes o primeiro instinto, as aplicações de hoje de Asset Performance Management (APM) embutidas com expertise industrial podem ajudar os cientistas de dados a acelerar o processo de projetar e dimensionar novas soluções mais rapidamente.

The Aspen Industrial AI Workbench combines analytics libraries and a production-grade AI collaboration environment to empower both domain experts and data scientists.

The sum of the preventive, predictive and operational risk layers in a layered defense strategy provides more complete asset performance management and risk protection — easier, cheaper and faster.

With more than 60 active projects globally, it’s clear that carbon capture plays a key role in many companies’ overall carbon reduction strategy. However, the economics and technology remain challenging. Digital models are an effective approach for optioneering and evaluating the best carbon capture solution for different applications.

Do you have the right strategy and tools to navigate the energy transition? As the industry continues to adjust to dramatic change, companies need smarter approaches to the hydrogen economy, renewable energy sources and other key initiatives. A breakthrough innovation can now help you explore the options that make most sense for your business—quickly and thoroughly.

Pharma and biotech companies face a pivotal next step in addressing the increased complexity of production while balancing mounting cost pressures with the need to ensure product quality, security of supply and regulatory compliance.

At OPTIMIZE 2021 there were two DE&I sessions. This blog captures takeaways from the events and reinforces our commitment to a diverse and inclusive workforce.

Hydrocarbon Processing editor-in-chief and associate publisher, Lee Nichols, spoke with Paul Donnelly, Industry Marketing Director, Aspentech, on the importance of FEED and critical steps and technologies that can help optimize capital projects.