Printing Quantity Adjustment Based on Product Lifecycle
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Solution Overview
Problem
Commercial printing customers face challenges in accurately estimating printing quantities, leading to excess costs, inventory storage issues, and inefficiencies due to over or underproduction of printed products.
Innovation Solution
A demand-driven order system that adjusts initial print quantities based on product characteristics such as life cycle stage, compatibility with digital presses, seasonality, and market research data to optimize printing operations and resource utilization.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If the first amount (customer-ordered quantity) is printed, then the customer's order is fulfilled, but excess inventory or insufficient supply occurs due to demand estimation errors
Solution Approach 1:
The system performs preliminary actions by adjusting the print quantity before production based on product characteristics (life cycle stage, seasonality, market research data). This pre-adjustment prevents both overproduction and underproduction, ensuring demand is met accurately without excess inventory or waste.
2Reliability
If a larger quantity is printed to meet potential demand, then supply adequacy is improved, but production costs and inventory storage requirements increase
Solution Approach 1:
The system changes the parameter of print quantity based on product characteristics such as life cycle stage (introduction, growth, maturity, decline), seasonality factors, and market research data. This dynamic parameter adjustment ensures optimal inventory levels that meet supply adequacy while minimizing excess quantity.
3Loss of energy
If a smaller quantity is printed to reduce costs, then production costs are reduced, but additional printing operations are required to meet demand
Solution Approach 1:
The system enables self-service by automatically adjusting print quantities based on product characteristics and demand indicators without requiring manual intervention. This automation optimizes the balance between production costs and operational efficiency, preventing both wasteful overproduction and costly additional print runs.
4Quantity of substance
If the printing press operates for longer periods to produce larger quantities, then production volume increases, but resource utilization efficiency decreases
Solution Approach 1:
The system applies partial action by adjusting print quantities to match actual demand rather than producing maximum volumes. By using product characteristics and market data to determine optimal quantities, the system achieves adequate production volume while maintaining high resource utilization efficiency through precise, demand-driven printing operations.
Data Source
AI summary
Systems and methods relating to generated printed products are provided. One system includes a transceiver configured to transmit commands to a printing press, the commands used by the printing press to execute print operations to generate printed products. The system further includes a processing circuit configured to receive data indicating a first amount of a printed product for a print operation. The processing circuit is further configured to determine a second amount of the printed product to be printed by modifying the first amount using a characteristic of the printed product. The processing circuit is further configured to transmit, using the transceiver, a first command to the printing press configured to cause the printing press to print the second amount of the printed product. In some implementations, a plant selection system determines where to print the product based on the amount to be printed and/or characteristics of the product.