Chemicals and plastics manufacturing execution system (MES)
Production workers record the dosage, operations performed and the amount produced. The manual sees the cost of materials in a specific batch, the launch losses and materials returned for recycling.
The actual flow of material is not tied to a specific production section; process returns and final waste are accounted for in different ways. The difference in quantity remains unexplained, and the impact of the event on batches and cost is difficult to reliably restore.
How the solution works
- The workplace receives a formula or product specification approved for a specific task.
- Actual raw materials, equipment mode and process-relevant events are linked to the volume produced.
- A suitable quantity, a launch loss and a separate processing flow are recorded.
- Batch quantities recorded, operations performed and deviations transmitted to the quality team and planner.
Key challenges
- Production data is recorded too late
Solution capabilities
Task and version verification
The operator receives confirmed product-specific data and process instructions.
Actual material relationship
The dosage, addition and recyclable material are linked to the actual production period or batch.
Registration of production events
Equipment data is associated with the task being performed and the time of the event. The employee verifies and indicates the reason for the stop or loss.
Quantity Accounting
A good product, release waste, return and recycling are recorded on an approved accounting basis.
Business context
- Production data is recorded too late
- The actual flow of material is not tied to a specific production section; process returns and final waste are accounted for in different ways. The difference in quantity remains unexplained, and the impact of the event on batches and cost is difficult to reliably restore.
- The bid price is based on actual production costs
- The buyer of a package or chemical product expects the agreed quantity, quality and price. Seeing the actual consumption of materials and the defect, the manufacturer can more accurately estimate the cost of re-ordering. The sales team has reason to discuss the price and quantity, and the production is to check that the order is being executed according to plan.
Core features
- Task and version verification
- Actual material relationship
- Registration of production events
- Quantity Accounting
Key integrations
- Enterprise resource planning system (ERP)
- Production orders, material requirements and return of actual data.
- Advanced planning and scheduling system (APS)
- The approved plan and the actual state of execution for replanning.
- Quality management system (QMS)
- Quality states, inspection tasks and detentions.
- Equipment data integration layer
- Reliable process and condition signals linked to the task, operation and time of work.
Potential impact (%)
The ranges indicate an illustrative relative change in the metric under the stated assumptions. Results depend on the starting position and actual use of the solution. Percentages for different metrics must not be added together.
Unexplained difference in production volume
12–42%Decreasing
This illustrative scenario assumes that 30-60% of errors can be addressed through the data and rule checks described. That share is assumed to fall by 40-70%. Company data is needed to verify both the addressable share and the resulting change.
The quantity used, received, processed and written off by the same units of measurement is agreed upon.
Delay in showing production deviation
6–25%Decreasing
This illustrative scenario assumes that 20-50% of waiting caused by missing information or unclear responsibility can be addressed. That share is assumed to fall by 30-50%. Company data is needed to verify both the addressable share and the resulting change.
The time from the event to the usable message is measured, separating the duration of the investigation.
Conditional calculation scenarios. The assumptions have not been validated against client measurements.
When this solution is relevant
- The process returns and final wastes are counted together, making the real balance of materials uncertain.
- It is not possible to link the raw material substitution of a continuous process to a defined section of the quantity produced.
Project scope and implementation
The project can supplement the production execution system with missing equipment data and employee records or create separate workstations in the workshop. The wider scope includes the whole batch execution, dosage and material balance. It is combined with the accounting and quality control used.
Further development options
- Control of the split and balance relationship
- Comparison of startup loss by product replacement