The effective use of Big Data for rapid new product development is an innovative advancement consistent with the Industry 4.0 movement. ProSensus’ approach to RPD utilizes existing experimental/historical data, multivariate modeling, and constrained optimization to help our clients reach their desired product faster.
Manufacturers are continually striving to quickly formulate new or improved products at lower costs, often with fewer or alternative raw materials, all while adhering to existing manufacturing constraints. ProSensus has a proven framework to accelerate product development and provides both software and consulting services for these applications.
The ProSensus approach allows manufacturers to simultaneously model, simulate, and optimize the selection of ingredients, formulations ratios and process conditions to reach targeted quality properties. Our approach utilizes existing experimental data, latent variable modeling, and constrained optimization to reach targeted quality properties faster.
Product Development Workshop
This 2-hour workshop is a combination of lecture slides and a FormuSense software tutorial using a functional polymers dataset.
Ahead of the workshop, all registrants are provided instructions for downloading a 30-day trial of FormuSense and the tutorial dataset. Using their own computer, attendees may choose to perform the tutorial steps alongside ProSensus during the workshop, or they may treat the tutorial as a demonstration.
Register Now
Browse upcoming workshop dates, and register today on our FormuSense events page.
Workshop Curriculum
- Presentation: Introduction to ProSensus and our product development methodology
- Presentation: Structuring a product development dataset and evaluating the data for suitability to predictive modeling
FormuSense demo / guided tutorial: Import data, correct common data anomalies, review data - Presentation: The importance of mixture properties
FormuSense demo / guided tutorial: Calculate class-specific and global mixture properties - Presentation: PLS modeling and structuring a product development model. Comments on various model structures depending on data availability
FormuSense demo / guided tutorial: Build and interpret 2 models - Presentation: Reduce physical experimentation by utilizing the model for simulation and numerical optimization
FormuSense demo / guided tutorial: Simulate new products using different ingredient amounts and previously unused ingredients
More About FormuSense
FormuSense empowers users to execute ProSensus’ proven Rapid Product Development (RPD) framework quickly and independently in a user-friendly no-code platform. Learn more about FormuSense.
