Powder Formulation Efficiency Improvements
Team: Spencer Deveraux, Carston Gerlach, Quaid Goodey, Matt Jensen, Jax Stookey and John Watson
Problem Description
Cytiva is seeking an improvement to their powder weighing process to reduce ergonomic strain on their operators. The current process has operators manually scooping powder, resulting in high ergonomic risk. The powder weighing system automates the weight measurement process by using a hopper and dispenser integrated with a Mettler-Toledo scale. The scope of the project includes powder measurements from 2 kg to 20 kg.
Design Overview
Custom-made powder dispenser
- Hopper
- CORA Valve
-
Control system
- Raspberry Pi
- Motor Driver
- Power Supply
- Mettler-Toledo Scale
- Cart
Hot Swappable Design:
- Removable liner allows hopper to be reused between powders
- Each powder has own CORA valve per formulation
| Requirement/Constraint/Goal | Threshold | Target | Measured Performance |
|---|---|---|---|
| Powder Measurement Accuracy | 2 kg ± 10 g 20 kg ± 100 g |
2 kg ± 10 g 20 kg ± 100 g |
2 kg ± 52.60 g 20 kg ± 59.83 g |
| Cleanability | CIP: 3 hours | CIP: 2 hours | 15 minutes |
| COP: 3 hours | COP: 2 hours | 2 hours | |
| Labor Reduction | 2 kg/min | 3 kg/min |
2 kg: 6.11 kg/min 10 kg: 10.78 kg/min 20 kg: 10.97 kg/min |
| Space Constraint | < 6'x5'x8' | < 6'x5'x8' | 3.5'x2.5'x7' |
| Safety | 4.75° | 5.93° (25% SF) | 6° |
Analysis and Testing
Safety Test: The system was tested on a 6° incline in the fully loaded (worst case) condition.
Cleaning Time Estimation: A mock cleaning test accounting for all steps of the cleaning process was performed in 15 minutes.
Setup Time: A mock system setup and teardown test was performed in 20 minutes.
Powder Measurement Accuracy: Fifteen tests of powder measurement accuracy tests were performed at three weights.
| Target Weight (g) | Dispensed Weight (g) | Dispensed Weight Error |
|---|---|---|
| 2000 | 1947 | 2.70% |
| 10000 | 9967 | 0.33% |
| 20000 | 19940 | 0.30% |
Powder Dispense Rate: Fifteen tests of powder dispense rate were performed at three weights. Testing entailed dividing total weight dispensed by total fill time.
| Target Weight (g) | Fill Rate (kg/min) |
|---|---|
| 2000 | 6.11 |
| 10000 | 10.78 |
| 20000 | 10.97 |
Lessons Learned
Design iteration helps to dial in on what is most important.
System prototypes can identify which paths to pursue
3D printing is useful for fast prototyping, but not strong enough for structural components
When dealing with abrasive powders, choosing an overpowered motor is best
Design Satisfaction
Powder Measurement Accuracy: Lower dispense volumes resulted in higher error due to the discrete volume of each CORA valve wedge.
Cleaning Time: The cleaning time for the system is estimated to be under Cytiva's standard procedure.
Labor Reduction: The system exceeds customer requirements for powder dispense rate, with faster rates at higher fill volumes.
Space Constraint: The system is within maximum bounds.
Cart Tipping Test: The system passed the test on a 6° incline, proving stability during transportation.
Future Work
- Final design to use round hopper
- Final design to use real CORA valve, not 3D printed
- Transfer code system from Raspberry Pi to CORA proprietary system