01Challenge
Cleaning Time and Resource Use Must Be Managed Without Compromising Safety
Insufficient cleaning time or chemical concentration may leave residue or microorganisms on production equipment.
At the same time, unnecessarily long cleaning cycles and excessive use of water or chemicals can increase downtime and operating costs.
When the same fixed cleaning conditions are used regardless of product type, equipment utilization, or contamination level, balancing safety and efficiency becomes difficult.
02Solution
Analyze Cleaning Data to Determine Appropriate Conditions and Timing
IoT sensors and equipment systems can collect data such as temperature, cleaning time, flow rate, pressure, and chemical concentration.
AI can analyze the products manufactured, equipment operating history, historical cleaning results, and sanitation test data to recommend appropriate cleaning conditions and identify processes that require additional review.
For example, the following workflow can be established:
- 1Production and Cleaning Data Collection
- 2AI-Based Condition Analysis
- 3Cleaning Program Selection or Recommendation
- 4Cleaning Execution
- 5Condition and Result Monitoring
- 6Sanitation Verification and Record Storage
If the system detects a condition outside the required range, it can notify employees and recommend additional inspection or recleaning.
03Use Cases
Potential Applications
- Monitoring cleaning time, temperature, and flow rate
- Managing chemical concentration and consumption
- Recommending cleaning conditions by product and equipment
- Detecting abnormalities during cleaning processes
- Comparing cleaning results with sanitation test data
- Notifying employees when recleaning is required
- Analyzing water, chemical, and energy consumption
- Automatically storing cleaning and verification records
04Expected Benefits
Balance Food Safety with Efficient Resource Use
Continuously recording and analyzing cleaning conditions and results allows teams to identify appropriate cleaning methods for different products and equipment.
While maintaining sanitation standards, companies can reduce excessive use of cleaning time, water, chemicals, and energy and minimize production-equipment downtime.
Robo Lab uses IoT, AI, and equipment-data integration to support safe and efficient cleaning and sanitation management in food and beverage facilities.