Accelerated Modeling Sessions

Expert Guidance to get Meaningful Results Faster

By and |2018-07-10T22:28:39-04:00July 10, 2018||

Accelerated Modeling SessionsDo you have data that you are eager to analyze? No time to brush-up on your MVA knowledge and software? An Accelerated Modeling Session with ProSensus may be just what you need.

Work alongside an expert as we efficiently extract valuable process insight from your dataset.

Expedited model-building is achieved by face-to-face collaboration of your process expert with a ProSensus MVA expert, all in a distraction-free environment.

In addition, you will obtain an impartial view of your data, absent of inherent observer bias.

Intensive Modelling Session

What to Expect

  • Take 2-3 days to visit ProSensus
  • Bring your dataset with you
  • No software requirements
  • Collaborative modeling and analysis
  • Go home with your actionable results

Simca Success

Just how valuable can a collaborative modeling session be? We recently hosted a 2-day Accelerated Modeling Session to analyze a powder metallurgy dataset utilizing Umetrics’ Simca software.

Prior to contacting ProSensus, many factors had prevented our client from successfully completing their own analysis of the dataset.

ProSensus was able to overcome these challenges by pre-processing the dataset prior to our client’s arrival, and by dedicating 2 days of focus to the custom Accelerated Modeling Session with our client.

The Challenges

  • Complex manufacturing operation: 5 sequential processing steps
  • Large dataset: more than 30 million data points from 8 blocks of data
  • Messy data: outliers, inconsistent sampling frequencies and observation IDs, scant variance

Accelerated Results

  • 5+ models built: iterative process, expedited by face-to-face collaboration, R2=0.83 with 2 PC
  • Key finding: product quality is more correlated with raw materials than process conditions
  • Suspicions confirmed: MVA confirmed theories held, but never proven, by process experts
  • Next steps: specific recommendations made for future comprehensive MVA work

Observed Vs predicted

If you’re interested in getting started with an Accelerated Modeling Session contact us.

Get started with an Accelerated Modeling Session today.

    About the Author: Kristin Wallace

    Kristin Wallace, MASc
    Project / Sales Engineer
    Kristin has a Bachelor’s Degree in Chemical Engineering and a Master’s Degree in Applied Science (optimization focus) from McMaster University. She has worked on projects in rapid product development and troubleshooting and plays a key role in writing technical proposals. Prior to working at ProSensus, she spent 5 years working at Hatch designing and troubleshooting non-ferrous electric arc furnaces.

    About the Author: Dr. Brandon Corbett

    Dr. Brandon Corbett, Ph.D.
    Senior Project Engineer
    Brandon worked for ProSensus from 2017 until early 2020. Brandon holds a Ph.D. in chemical engineering (applied multivariate analysis & process systems) from McMaster University, Canada. He was involved with client projects in rapid product development, troubleshooting analyses, and batch modeling. Brandon also taught many of ProSensus' in-house courses.