ExtruVis Optical residence time distribution measurement and automated evaluation

Measuring your residence time distributions has never been easier

 
ExtruVis_residence time distribution measurement

What is ExtruVis?

ExtruVis is an instrument to measure Residence Time Distribution (RTD) in any possible application in which a visual tracer can be applied. After adding the tracer, ExtruVis records a video of the experiment. Once the measurement is completed, ExtruVis evaluates the RTD automatically.

ExtruVis software_residence time distribution measurement
Optical path_continuous processing
ExtruVis camera_residence time distribution measurement
cam.png
Camera cable
arrow_continuous processing
extruder_continuous processing
Tracer - continuous processing
arrow_continuous process extrusion

Tracer   +   Input

Output

Optical path

Led ring light

Camera

Tripod

Arrow_continuous processing

Heating Unit

Vacuum Unit

What do you need to know?

The basics.

The residence time distribution (RTD) is the probability of how long stream elements remain inside a continuous process. Chemical engineers use RTDs to characterize mixing and flow behaviors. The results are compared with ideal behaviors and used for designing and troubleshooting.

Residence time distribution measurement_ExtruVis
theory of RTD
RTD practice
Continuous processing issues
RTD measurement

The theory of RTD

From theory to practice 

Risks in continuous processing

Identifying via RTD measurement

The theory of RTD

RTD theory

Engineers like to simplify real processes with ideal models. Ideal models have either perfect mixing or equivalent time spans inside the processing equipment.

VS

Ideal Flow

Real Flow

Continuous stirred tank reactor

a

Continuous
stirred-tank reactor
(CSTR)

Inlet

Outlet

Plug flow reactor
Continuous processing flow

b

c

Plug-flow reactor (PFR)

Inlet

Outlet

Tube

Inlet

Outlet

Baffle

Recirculation

Complex geometry

Stagnant zone

Shortcutting

Real processes have imperfect mixing, dead zones, and shortcuts within the equipment, making them difficult to describe.

RTD practice

From theory to practice 

An easy to perform experiment can be conducted to gain insights into the flow behavior of a real process. A color tracer is applied at the inlet at time zero (t=0). The response is recorded at the outlet. The shape of the response is the residence time distribution.

Ideal Impulse

Ideal Responses

VS

Real Response

input graph color tracer

Inlet

Color Tracer Input

CSTR

*

RTD

PFR

*

real response graph RTD

*

RTD

RTD

CSTR

a

PFR

b

c

Inlet

t = 0

t = 0

t = 0

t = t1

Time

* grey bar shows the input impulse as reference

Why it is important for you?

Quality ensuring insights.

Mixing, Content Uniformity (CU), and degradation are important terms in continuous processing. All are linked to the RTD, and all processes have their own characteristics. RTD measurements are contributing to deep process understanding and well-defined design spaces.

Continuous processing issues

Risks in continuous processing

CU problems cause high costs and can be very difficult to identify. Good mixing is required to obtain good CU and ensure that every tablet contains the required ingredients. Excessive mixing might cause temperature-induced degradation.  

A

Sample_content uniformity

B

Sample_content uniformity

Bad mixing

Sample_content uniformity

Good mixing

Sample_content uniformity

Over mixing

Sample_content uniformity
Sample_content uniformity graph

Sample

CU

Sample

CU

Sample

Stressed

Good CU

Sample_content uniformity graph
Sample_content uniformity graph

Bad CU

CU

RTD measurement identifying

RTD measurements can be performed either on single-unit operations (UO) or on several combined UOs up to complete processing lines. Problems can be studied where they occur.

Identifying via RTD measurement

time

RTD

Residence time distribution graph

time

time

RTD

RTD

Residence time distribution graph
Residence time distribution graph

Bad mixing

Good mixing

Degradation

Problems can be caused by the fluctuation of a feeder, which was not dampened out by the mixing capabilities of the subsequent steps. A newly formed bypass stream prevented good mixing or degradation occurred due to extensive recirculation.

What is ExtruVis used for?

Not only for extrusion.

Continuous processes are applied in almost every industry to manufacture or process materials without interruption. It works on all scales, with small lab and large production equipment. Comparable RTDs ensure successful scale-up. Below are applications which were published by our customers.

Extruder
granulation process
extrusion
cont blending.png
roll compaction.png

Granulation

Extrusion

Continuous blending

Roller compaction and milling

granulation

Granulation

The screw design can dampen feeding fluctuations as long as they are clearly smaller than the width of the RTD. Feeding units can cause problems.

granulation graph

Meier, Thommes, Rasenack, Moll, Krumme, Kleinebudde

Out-of-spec granules can occur when one substance is not fed at the appropriate rate for several seconds.

Bochmann, Steffens,
Gryzcke, Wagner

extrusion

Extrusion

Simulations are widely applied to design hot melt extrusion processes in-silico. Many assumptions have to be made, and most material characteristics are unknown in the early stages.  

extrusion process graph

Validation experiments are performed to check if the assumptions were correct and the simulation data is reliable.

Is there more?

Continuously more.

ExtruVis can be used to study individual unit operations or complete process chains. It provides insights for troubleshooting or for characterization and process design purposes. By using ExtruVis, a clear analysis will be generated. 

Continuous blending

blender_backmixing
blender_backmixing
Continuous blending

Blenders are often fed by dosing units that discharge the material in a pulsating way, e.g., an auger screw.

The continuous blender must compensate for the pulsation to ensure homogeneous results. A wide RTD is beneficial to smooth out deviations.

roller compaction_milling

Roller compaction and milling

Mangal, Kleinebudde

Fine tracer particles were able to pass through equipment without the mill equipment running.

Milling

Dry granulation consists of unit operations, roller compaction, and milling. Mangal investigated the milling step via RTDs. It was found that a conical mill had shorter residence times compared to an oscillating mill.

How does it work?

In four steps.

ExtruVis is a complete solution for carefree measurement of residence time distributions. Everything you need is included and packed into a robust and easy to transport trolley. Take it directly to the processing equipment and follow the four steps below to obtain the RTD insights.

ExtruVis_residence time distribution measurement_timeline

Step 1: Setup

Step 3: Measurement

ExtruVis field of view
ExtruVis tripod
ExtruVis camera
ExtruVis pc software

Locate the ExtruVis camera in the vicinity of the process. Turn on the ring light, object the field of view, and set the camera parameters.

Twin screw granulation process

Step 2: Adding the tracer

Start the measurement on the laptop. After 10 seconds, the operator has to add tracer to the process. The time point is signalized by an acoustic beep.

ExtruVis tracer
ExtruVis processing time
ExtruVis process

ExtruVis records the color information of the ROI (Region Of Interest). The live view cockpit is showing you the data in real-time and enables a precise and reliable determination when the tracer is washed out.

ExtruVis RTD measurement steps
ExtruVis RTD measurement steps
ExtruVis RTD measurement steps
ExtruVis RTD measurement steps
ExtruVis RTD measurement steps
ExtruVis region of interest

The Region Of Interest (ROI) is captured by the ExtruVis software to have a reference value.

Step 4: Analyze your data

ExtruVis will guide you through the analysis of the recorded measurement and give you access to results within seconds.

Automatic Detection and Evaluation

ExtruVis measurement data
ExtruVis measurement data

Difficult evaluation?

Not at all.

ExtruVis empowers the operator to describe the color information in a quantitative manner in real time. The start and end point of the RTD experiment are determined precisely. The evaluation is performed by a sophisticated algorithm, which ensures reproducible results after a few clicks.

What are the results?

Answers.

A picture is worth a thousand words. This is true for RTD measurements. The RTD curves tell you more than single values. RTDs are usually evaluated either via curve evaluation or model-based evaluation. Both methods create data that can be used as a tool for process design or troubleshooting.

ExtruVis software pc

Analytical curve evaluation

The analytical evaluation of the parameters is performed by statistical curve evaluation, which describes the shape and dimensions of the parameters based on analytical measurements.

ExtruVis curve evaluation

For simplicity‘s sake, standardized measurement parameters are defined to make them quickly comparable with tmean. For in-depth analysis, a complete overlapping is recommend.

ExtruVis measurement analysis

VS

ExtruVis measurement analysis

A slight change, which is not detectable by the naked eye, is reliably detected by ExtruVis, revealing a flow error like a bypass stream.

What can you tell your friends?

A pun.

A sophisticated multistep regression approach fits the model parameter towards a model system to optimally represent the measured data set. In that matter next time you can tell your friends, “I work with models”.

Model-based evaluation

The combination of ideal models can be used to represent real processes. ExtruVis uses a series of plug flow reactors and continuously stirred tank reactors to represent the measured data.

 

Plug flow fraction

The fluid that does enter the reactor system flows in plug flow.

Number of continuous stirred-tank reactors (CSTRs)

The parameter n is the number of CSTRs in series used for the model to describe the experimental measured RTD.

Dead zone fraction parameter

The dead zone fraction parameter d describes the fraction in the process where no mixing and no conveying occurs.

But there are many more values like the Back Mixing Quality, Bodenstein number, and Peclet number.

Reactors

Plug flow reactor

Continuous stirred-tank reactor Cascade

Reactors analysis graphs
ExtruVis CSTR analysis

The parameters of the models as well as dimensionless numbers (PE, Bo) are clearly summarized in a table.

Formula

What do I get?

Everything you need.

We believe that simplicity is the key to efficiency. That’s why ExtruVis technology comes as an all-around carefree package packed in a handy trolley. It contains all the necessary equipment needed to measure the RTD.

ExtruVis RTD measurement package
ExtruVis camera

Combined camera and light unit

The unit consists of a USB camera and a ring-light. The circular light provides a uniform, reflection- and shadow-free illumination of the region of interest (ROI). Precise color measurement guaranteed.

ExtruVis camera_RTD measurement

The camera lens is suitable for RTD measurements on all scales. Two configurations allow measurements from a lab (mm² range) to production scale (cm² range).

High-pigmented tracer

ExtruVis tracers RGB

High-pigmented tracers in RGB (red, green, and blue) are included. The tracers are thermally stable single molecule food grade colors. Other tracers are possible if they give enough visual response at the outlet.

ExtruVis color concentration

Color concentration correlation

Only very small amounts are needed for the experiments. A rule of thumb for the tracer amount is to take 1-3% of the mass flow which enters per second.

Versatile tripod enabling the best view

The tripod allows various mouting options. It can be adjusted in several versatile ways.

ExtruVis tripod
ExtruVis tripod
ExtruVis tripod
ExtruVis tripod

Is training required?

Only with the simulator.

We understand that the operation of an instrument must be learned before it can be used with confidence. We included an RTD simulator for gaining the confidence before you run an expensive experiment.

ExtruVis software laptop

Laptop with ExtruVis & RTD simulator

The ExtruVis system contains a laptop with the ExtruVis software preinstalled. It is easy to use, gives you quick results from one experiment, and allows raw data export for advanced evaluation.

ExtruVis camera simulator kit
ExtruVis simulator kit

RTD simulation printed color bars.

The simulator is a programable rotating cylinder with a printed color gradient and mimics the outlet of a continuous process.

What makes pilots and experts successful?

A simulator.

ExtruVis carefree package contains a Residence Time Distribution simulation kit to help you run your future experiment with confidence. Train with simulator to achieve the best results!

What are the advantages?

Less effort.

The various advantages of ExtruVis can be summarized with the two words above. ExtruVis was developed with one crucial premise in mind: It should make the life of a process engineer easier. Our motivation is to provide you with the tools that enable you to concentrate entirely on your project.

ExtruVis standard solution

Standardized solution for all scales

There was no standardized method for measuring RTD before ExtruVis was on the market. With the help of ExtruVis, you can rely on reproducible data based on quantitative measurements and compare the RTDs of processes on different scales.

Conventional:

ExtruVis standard solution
ExtruVis benefits

Defined shadow-free light source

The unique ExtruVis LED ring-light circularly mounted on the camera decouples the light conditions of the process under investigation from the ambient light sources (e.g. ceiling lamp, sun, etc.).

ExtruVis how it works

Conventional:
Shadows and ambient light effects affecting measurements.

Is that all?

Not even close.

ExtruVis is made of hand-picked materials to ensure best usability and quality. Our engineers have thought about every aspect down to the smallest detail, such as including an RGB color tracer set in the convenient ExtruVis package so that you can start measuring immediately.

Extruvis Real time data evaluation

Real-time data evaluation

ExtruVis time saving

No long waiting time for the evaluation, no tedious reworking of the results. During the measurement, you can follow a live chart on your laptop showing all the relevant data. The evaluation is completed within seconds and stored as a .csv file.

Conventional:

Tedious post-processing evaluation.

ExtruVis accurate measurement

Better than the naked eye

ExtruVis is superior to the human eye and a reliable way to obtain accurate RTD results. Time points like peak and washed-out time are important for constructing RTDs but lie in regions of subtle changes and cannot be determined precisely with the stopwatch approach.

ExtruVis detection area

Inaccurate stopwatch approach.
No quantitive color information.

ExtruVis time saving

Conventional:

About ExtruVis

ExtruVis was developed by Andreas Gryczke and became part of the MeltPrep family in 2019.

 

"Measuring residence time distribution was not easy in the past. As an engineer, I know that RTD contains important process development, understanding, and troubleshooting parameters. I focused on making these parameters easily accessible for other professionals in various fields."

Andreas Gryzcke

(Andreas Gryczke, Founder ExtruVis)

Heating Unit

Vacuum Unit