Cassandra
Cassandra is a product concept, that uses IoT devices and machine learning algorithms to help breweries manage their waste monitoring systems.
Team:
Company:
My Role:
Timeline:
$2,000/month
Is the cost of manual monitoring
24 hours
To obtain and analyze results with conventional methods
$10,000/violation
Which can occur by as much as ±0.5 pH units
Challenges faced by users
Inefficient Sample Collection
Brewers rely on manual collection of samples for pH testing, a time-intensive process that not only slows down production but also introduces opportunities for human error.
Risk of Batch Loss
If pH levels exceed the defined thresholds, the entire batch must be discarded. This results in significant material waste and financial loss, directly impacting the brewery's profitability.
Excessive Time Commitment
The Quality Control manager dedicates 30 to 60 minutes daily to collecting test samples, this diverts valuable resources away from other critical quality assurance and optimization activities.
Primitive Data Management
Data from pH tests is stored on physical hard drives and shared via email, a method that lacks real-time accessibility and scalability.
How might we design a sustainable, preemptive and digital waste monitoring system that reduces the manual work of the brewers and increases the brewing efficiency?
Introducing Cassandra: an innovative IoT and machine learning solution designed to revolutionize waste management in brewing, optimizing pH monitoring for enhanced efficiency and compliance.
Optimizing Brewing Process Efficiency with AI-Powered pH Monitoring
Revolutionize waste management with the AI-powered monitoring system, accurately predicting pH levels at every stage of the brewing process.
Impact made
Saving 40 hours/month
Cassandra automates the recording of each brewing cycle and streamlines report generation in the required format.
30% increase in efficiency
By integrating sensors that automatically collect values from samples, Cassandra increases sampling accuracy and consistency.
Thank you for reading!
View other projects
