Electrically operated beverage maker (preferably coffee machine) having dynamic maintenance plan generation

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Solution Overview

Problem

Existing beverage makers, such as coffee machines, employ rigid maintenance schedules that do not account for varying operational loads and conditions, leading to potential quality losses and inefficiencies in maintenance planning.

Innovation Solution

A method to evaluate maintenance requirements of components based on load parameters and reliability parameters, allowing for dynamic maintenance scheduling that optimizes maintenance deadlines and costs by considering actual wear and tear, rather than just running time or cycle counts.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Ease of manufacture

If rigid maintenance schedules based on fixed running time or cycle counts are used, then maintenance planning is simple and straightforward, but maintenance costs increase and component lifespan is reduced due to unnecessary early replacements

Engineering Contradiction:
Improvemaintenance planning simplicityVSAvoidcomponent lifespan
Core Design Contradiction:
Ease of manufactureVSReliability

Solution Approach 1:

The patent implements dynamic maintenance scheduling that adapts to actual component conditions. The control unit continuously monitors operational parameters and dynamically adjusts maintenance timing based on real-time component state, transitioning from static fixed-interval schedules to dynamic condition-based schedules. This extends component lifespan while maintaining reliability.

Inventive Principle:
Principle #15Dynamics

Solution Approach 2:

The system incorporates feedback mechanisms where the control unit monitors component performance parameters and uses this information to adjust maintenance schedules. The system receives feedback on actual component condition and modifies future maintenance timing accordingly, creating a closed-loop system that optimizes both component lifespan and maintenance planning.

Inventive Principle:
Principle #23Feedback

2Ease of operation

If rigid maintenance schedules based on fixed running time or cycle counts are used, then maintenance intervals are easy to determine, but maintenance costs increase due to unnecessary early replacements

Engineering Contradiction:
Improvemaintenance interval determinationVSAvoidmaintenance costs
Core Design Contradiction:
Ease of operationVSLoss of energy

Solution Approach 1:

The system performs self-assessment of component condition through integrated sensors and control units that automatically monitor component health. The machine itself generates maintenance recommendations based on its own operational data, eliminating the need for external estimation and enabling precise, cost-optimal maintenance scheduling that reduces unnecessary replacements.

Inventive Principle:
Principle #25Self-service

Solution Approach 2:

The patent changes the parameters used for maintenance scheduling from fixed time/cycle intervals to dynamic parameters based on actual component condition. The system monitors multiple operational parameters and uses these changing parameters to determine optimal maintenance timing, reducing maintenance costs by avoiding premature replacements while maintaining ease of operation through automated parameter tracking.

Inventive Principle:
Principle #35Parameter changes

3Loss of energy

If maintenance is delayed beyond fixed schedules, then maintenance costs are reduced, but quality losses occur due to component failure

Engineering Contradiction:
Improvemaintenance costsVSAvoidbeverage quality
Core Design Contradiction:
Loss of energyVSReliability

Solution Approach 1:

The system performs preliminary assessment of component condition using monitored operational parameters to predict when maintenance will be needed. By detecting early signs of component degradation and taking preliminary action before failure occurs, the system schedules maintenance at the optimal moment - extending intervals to reduce costs while ensuring quality is maintained through proactive intervention.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The control unit continuously monitors component performance and provides feedback on actual condition versus predicted condition. This feedback loop enables the system to adjust maintenance timing dynamically, extending intervals when components are healthy while triggering timely maintenance when degradation is detected, thus reducing costs without compromising beverage quality.

Inventive Principle:
Principle #23Feedback

Data Source

PatentUS11006778B2Electrically operated beverage maker (preferably coffee machine) having dynamic maintenance plan generation
Publication Date: 2021.05.18 WMF GROUP GMBH
  • US11006778B2 patent drawing
  • US11006778B2 patent drawing
  • US11006778B2 patent drawing

AI summary

An electrically operated beverage maker, in particular electrically operated coffee machine, having at least one component which is subjected to wear and tear and hence maintenance-relevant, wherein at least one load parameter which characterises an actual wear and tear of the maintenance-relevant component can be determined, and in that at least one reliability parameter of the maintenance-relevant component can be calculated, taking into account the specific load parameter(s) of the maintenance-relevant component.