CEBURU STSTEMS, INC. (20240319934). METHOD AND APPARATUS FOR PREDICTING MAINTENANCE REQUIREMENTS OF A PRINTING DEVICE simplified abstract
Contents
METHOD AND APPARATUS FOR PREDICTING MAINTENANCE REQUIREMENTS OF A PRINTING DEVICE
Organization Name
Inventor(s)
Jaseem Masood of Petaluma CA (US)
Rehan Khan of SW Ranches FL (US)
METHOD AND APPARATUS FOR PREDICTING MAINTENANCE REQUIREMENTS OF A PRINTING DEVICE - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240319934 titled 'METHOD AND APPARATUS FOR PREDICTING MAINTENANCE REQUIREMENTS OF A PRINTING DEVICE
Simplified Explanation:
This patent application describes a method and apparatus for predicting maintenance requirements of a printing device using an AI engine. The method involves receiving performance parameters from multiple printers, generating a printer status based on these parameters, determining the probability of a performance event occurring in the future, and predicting the time interval for the occurrence of the event.
- The method involves receiving performance parameters from multiple printers.
- A printer status is generated based on the parameters using an AI engine.
- The method determines the probability of a performance event occurring in the future.
- The performance event includes issues with printer service due to depletion of consumables.
- The AI engine is used to predict the time interval for the occurrence of the performance event.
Potential Applications: - Predictive maintenance for printing devices - Optimizing printer performance and efficiency - Preventing unexpected breakdowns and downtime
Problems Solved: - Anticipating maintenance needs before they become critical - Improving overall printer reliability and longevity - Enhancing user experience by minimizing service disruptions
Benefits: - Cost savings through efficient maintenance planning - Increased productivity by reducing downtime - Extended lifespan of printing devices
Commercial Applications: Title: Predictive Maintenance Technology for Printing Devices This technology can be utilized by printing companies, office supply providers, and maintenance service providers to offer predictive maintenance solutions for printing devices. It can also be integrated into printer management software to enhance maintenance scheduling and optimize printer performance.
Questions about Predictive Maintenance Technology for Printing Devices: 1. How does this technology improve the overall efficiency of printing devices? - This technology improves efficiency by predicting maintenance needs before they become critical, thus reducing downtime and optimizing printer performance.
2. What are the potential cost-saving benefits for businesses implementing this predictive maintenance technology? - Businesses can save costs by efficiently planning maintenance schedules, reducing unexpected breakdowns, and extending the lifespan of their printing devices.
Original Abstract Submitted
a method and apparatus for predicting maintenance requirements of a printing device includes a method comprising receiving performance parameters from multiple printers at a performance analysis server (pas), and generating a printer status based on the parameters using an ai engine. the printer status includes printer identifier, performance state of the printer, and the parameter causing the state. the method determines a probability of a performance event for the printer occurring at a future time interval based on the printer status, wherein the performance event includes issues with printer service due to depletion of consumables used therein. the method further predicts, using the ai engine, a time interval for occurrence of the performance event, based on the probability and the performance parameters.
