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How SABIC Uses Hybrid Modeling and Machine Learning to Drive Smarter Operations Decisions

FREE | April 29, 2026

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Process engineers are under pressure to optimize production while managing variable feedstock and shifting process conditions. Aspen Hybrid Models™ simplifies the use of machine learning in process simulation, delivering faster, more accurate models that provide timely insights to guide operations decisions.

Join Saud Alghwainem, Lead Scientist at SABIC, as he shares how hybrid modeling is helping SABIC streamline grade transitions, enhance online property predictions, and update reactor models more efficiently through the combined use of plant data, first‑principles knowledge and AI.

In this session, you’ll hear how SABIC:

  • Improved operational insight with hybrid models that track process behavior and anticipate transitions
  • Cut model run times to enable real‑time what‑if analysis and quicker operator decisions
  • Enhanced catalyst model accuracy using first‑principles‑driven hybrid modeling with limited data

Register today to learn how SABIC is scaling hybrid modeling across their network—and how your teams can replicate their success.

 

Ultrasonic Flowmeter Solves Superheated Steam Flow Measurement Challenges

FREE | April 23, 2026

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About
In the chemical industry, steam is used extensively as a heat transfer medium, power generation, as well as directly used in chemical reactions. Measurement of this vital process input has been challenging with traditional flow technologies like Differential Pressure (DP) Orifice, Venturi, and other elements as well as the newer Vortex principle, which overcomes some of the limitations of DP based meters, however, is still limited in turndown and has its own unique limitations (i.e. sensitivity to mechanical vibrations in vortex frequency range)

A new gas ultrasonic flowmeter is available for superheated steam which provides exceptional accuracy over extremely wide turndowns, is completely non-obstructive causing zero additional pressure loss and requires no maintenance. This session will cover the challenges in developing an ultrasonic flowmeter able to contend with the difficult conditions poised by superheated steam. We’ll show the unique construction of this meter and discuss the user benefits it brings to the chemical industry.

We’ll demonstrate some real-world applications that solved measurement problems while exceeding user expectations! Learn how gas ultrasonic flowmeters can help your management of this essential utility.

 
When
Thursday, April 23, 2026 · 2:00 p.m. Eastern Time (US & Canada) (GMT -4:00) 

From Concept to Confidence: Process Simulation with CHEMCAD

FREE | April 14, 2026

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About

Design Smarter. Reduce Risk. Deliver Faster.
In today’s competitive engineering landscape, accurate process insight is essential. Whether you’re evaluating a new concept, optimizing an existing plant, or preparing for a major capital investment, simulation is no longer optional — it’s foundational.

Join us for a comprehensive introductory webinar exploring how CHEMCAD empowers engineers and organizations across industries to model, analyze, optimize, and validate process designs with confidence.

Why Process Simulation Matters
Every project face uncertainty — feedstock variability, energy costs, market shifts, regulatory changes, and technical risk. Simulation provides clarity before capital is committed.

This session is designed for professionals at every level — from new users exploring process simulation to experienced engineers seeking more powerful tools for decision-making.

When
Tuesday, April 14, 2026 · 11:00 a.m. Eastern Time (US & Canada) (GMT -4:00) 
 
Agenda
  • What CHEMCAD is and how it fits within modern engineering workflows
  • How simulation supports concept screening through detailed design
  • Industries and applications supported globally

Speed of Thought in the Control Room: Turning Real-Time Data into Faster, Smarter Decisions

FREE | January 21, 2026

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About
When production issues occur, immediate action at the operational level can be the difference between smooth recovery and costly downtime. Yet many operators either don’t know about chronic inefficiencies or don’t have the tools to act on them quickly enough. That’s why real-time visibility in the control room is essential for maximizing production performance and reducing waste.

In this webinar, we’ll explore how empowering operators with timely and intuitive data can dramatically improve decision-making at a facility. We’ll also discuss how thoughtful control room and dashboard design enables decisions at the speed of thought. You’ll get an inside look at how W. R. Grace, a global specialty chemical manufacturer, reduced downtime and cut production waste by deploying practical, operator-focused dashboards.

When
Wednesday, January 21, 2026 · 3:00 p.m. Eastern Time (US & Canada) (GMT -5:00) 
Agenda
  • Why “speed of thought” matters in a plant, and how to achieve it
  • How companies are saving money by using real-time operational dashboards
  • Best practices for designing dashboards that accelerate decision-making
  • Real examples of W. R. Grace’s dashboards and the measurable impact they delivered

Unlocking AI Potential: The Role of a Modern Data Ecosystem

FREE | October 14, 2025

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About
 
Smart manufacturers are realizing that industrial AI is only as powerful as the data you provide it. Real-time industrial process data is at the core of effective predictive modeling, and the quality of this data is essential to achieving reliable outcomes. A well-planned data architecture enables intelligent technology to anticipate production failures and provide meaningful recommendations for improved efficiency. This webinar explores what it truly means to build an AI-ready data ecosystem by uncovering common pitfalls and providing solutions you can use to accelerate your plant’s digital maturity.
 
When
Tuesday, October 14, 2025 · 2:00 p.m. Eastern Time (US & Canada) (GMT -4:00) 
 
Agenda
  • What a Healthy Data Ecosystem Looks Like
  • Where Most Manufacturers Fall Short
  • Real-World Example of Predictive Maintenance
  • What’s Next: Preparing for the Future of Industrial AI

From Visualization to Action: Driving Results with AspenTech’s Real-Time Historian

FREE | September 24, 2025

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Access to operational data is only the beginning—turning that data into meaningful insights requires the right tools. The Aspen InfoPlus.21® (IP.21) family empowers teams to go beyond data collection to drive smarter decisions and measurable improvements.

Join AspenTech’s experts to learn how to:

  • Build high-impact graphics to track performance and evaluate trends in real time
  • Analyze batch records for traceability, compliance and continuous improvement
  • Monitor and improve asset performance with OEE metrics tailored for continuous and batch operations
  • Apply pattern matching to discover trends, anomalies and optimization opportunities

Register now and discover how you can drive higher performance with real-time visualization and advanced analytics.

Process Intensification Strategies for Biofuel Production

FREE | September 23, 2025

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About

Join us to explore how process intensification strategies transform biofuel production through efficient technology. This live webinar will be led by Rocky Costello, a professional chemical engineer with extensive experience in biofuel projects. Using a case study from a biodiesel plant that was built and operated in Illinois, Rocky will highlight how intensified systems can enhance performance and scalability. This session will cover transesterification, purification, and distillation in biodiesel production, with a focus on continuous processing and high conversion yields.

By the end of the webinar, you’ll gain insights into:
• Managing feedstock variability
• Enhancing conversion and purification
• Continuous flow Spinning-Tube-in-Tube (STT) Reactors
• Applying simulation-driven strategies to optimize biofuel operations

The webinar will include a live Q&A with Rocky Costello, offering a unique opportunity to ask questions and receive expert guidance tailored to your facility’s needs.

When
Tuesday, September 23, 2025 · 2:00 p.m. Eastern Time (US & Canada) (GMT -4:00) 

Streamlining Batch and Continuous Process Modeling with Aspen Plus®

FREE | August 5, 2025

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Process engineers working with specialty chemicals often face the challenge of optimizing production systems—consisting of both batch and continuous processes. However, modeling these mixed processes can be complex and time-consuming. 

Aspen Plus simplifies modeling batch processes and seamlessly integrates them with continuous models. During this webinar, AspenTech® experts will provide an in-depth look into:

  • Modeling batch applications such as crystallization, distillation and reaction
  • Integrating batch, semi-batch and mixed processes within a unified environment
  • Success stories of how Batch Modeling in Aspen Plus allows users to reduce cycle times and improve quality

Register now and discover how an integrated batch and continuous modeling environment enables faster process design, improved product quality and reduced cycle times!

Creating Value from Data: Maximizing Plant Performance Through Real-Time Analytics

FREE | July 9, 2025

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Modern process industries are experiencing fluctuating market conditions and tight operational margins, leading chemical engineers to rely on real-time data to boost efficiency and reduce costs. Yet, many organizations are at different stages in their digital transformation journey. Some are just starting, while others are looking to optimize existing solutions. This webinar explores practical ways to harness industrial analytics for quick, measurable wins, regardless of where you are on the path to digital maturity.
 
When
Wednesday, July 9, 2025 · 2:00 p.m. Eastern Time (US & Canada) (GMT -4:00) 
 
Agenda
  • Evaluate Today’s Industrial Data Landscape and uncover the hidden opportunities that come from bridging data silos between control systems, lab data, historians, and enterprise software
  • Demonstrate Real-World Use Cases for areas like energy management, asset monitoring, and process optimization, providing immediate ROI and building momentum for larger projects.
  • Show Advanced Scenarios, including predictive maintenance, “golden run” analysis, and multi-site data integration, to illustrate the next level of operational excellence.
  • Highlight Key Considerations for selecting or re-evaluating analytics tools, ensuring you’re set up for success from quick wins to long-term growth.

Bulk Solids Feeders: How to prevent solids and powder flow stoppages with proper feeder design

FREE | June 26, 2025

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About
Handling powders and bulk solids can be considerably more challenging than dealing with liquids and gases. These difficulties often arise due to a lack of adequate training, leading to a reliance on trial-and-error methods. Bulk solids and powders frequently encounter various flow challenges, including bridging, ratholing, flooding, and inadequate flow rates, and more. Many of these flow issues can be traced back to improper discharger or feeder designs. Effective feeder design not only enhances the flow within bins, hoppers, and stockpiles but also positively influences product quality. Join our webinar to gain valuable insights into common feeder-related flow problems and receive essential design recommendations that can significantly benefit your operations.
 
When
Thursday, June 26, 2025 · 11:00 a.m. Eastern Time (US & Canada) (GMT -4:00) 
 
Agenda
  • What are common flow problems?
  • What are flow patterns?
  • Comparison of different types of feeders
  • Difference in feeders, conveyors, and dischargers