Petroleum refining planning and scheduling models created using Aspen PIMS™ and Aspen Petroleum Scheduler are essential for making key decisions regarding feedstock selection and refinery operating conditions that affect refining profit margins. Engineering simulations in Aspen HYSYS® Petroleum Refining can help improve the accuracy of the planning and scheduling models to increase refining profit margins. View this on-demand webinar to gain an understanding of how to improve petroleum refining margins with better collaboration among Engineering, Planning, and Scheduling groups.

Based on our recent survey, 40% of upstream companies are currently using data analytics to improve operational effectiveness. Hear Ian Lewis and Justin Jacobs from Petroleum Economist present insights from this survey of upstream industry executives during this on-demand webinar. The webinar also includes case study examples of upstream companies reducing production costs using data analytics. Find out how predictive modeling and machine learning are revolutionizing oil and gas asset economics and reducing production costs. Don’t get left behind—watch now!

J.M. Huber has been leveraging Aspen Collaborative Demand Manager™ to improve forecast accuracy for over 3 1/2 years. During this webinar, Deborah Morris, supply chain process improvement and demand planning manager at J.M. Huber, will share how they evolved their demand planning process, leveraging demand segmentation analysis and other advanced forecasting techniques. The company also worked closely with the sales organization in a coaching and advisory capacity.

Understanding the dynamic behavior of equipment and processes as a result operational changes and emergency scenarios can unlock opportunities to save CAPEX and OPEX — while also ensuring safe and controllable operations. Aspen HYSYS Dynamics, with its trusted accuracy and built-in workflows and templates, can enable you to prevent damage with reduced risk of compressor surge, design the controls to optimize column operability and much more!

Are you a new estimator and want to start using Aspen Capital Cost Estimator™ (ACCE) software? Are you an existing estimator and want to perform estimates faster with more accuracy? Spend an hour with Luis Garcia, an experienced estimator, and learn how to improve your workflow speed, bidding accuracy and calibration processes using ACCE.

Methanol is a powerful hydrate inhibitor, but adding the correct amount requires knowledge of hydrate formation and inhibition. Aspen HYSYS, you can rely on the accuracy of the Cubic Plus Association (CPA) Equation of State (EOS) for completing calculations around hydrate inhibition and methanol partitioning. Start your 1-day online trial today to take a guided tour and try out the new accuracy of the hydrate inhibition stream analysis tool.

aspenONE Engineering V10 software is available for cloud deployment, lowering total cost of ownership and enabling engineers to access the latest software anytime, anywhere.

この記事では、人工知能（AI）のトピックとその産業応用について考察します。特に資産集約型企業への応用可能性の観点からAIの共通理解と定義を示すこと目的としています。

Industry 4.0 demands new skills. Technology can help companies build the capabilities they need – without having to hire armies of specialist workers.

When chemical companies align planning, operations and supply chain, margins and agility improve.