AI Water Purifier Power-Saving Control Using Usage Pattern Analysis
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Solution Overview
Problem
Existing water purifiers face challenges in performing precise power-saving operations due to inadequate analysis and application of usage patterns, leading to inefficient power consumption and reduced usability.
Innovation Solution
A control apparatus for a water purifier that stores discharge information over a predetermined period, analyzes it to set a power-saving schedule, and controls the purifier's operation based on this schedule, adjusting discharge criteria such as amount and temperature to optimize power-saving efficiency.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of energy
If power-saving operation is performed based on simple usage determination, then power consumption is reduced, but usage pattern analysis precision deteriorates
Solution Approach 1:
The control apparatus stores discharge information for a predetermined period before analyzing usage patterns. This preliminary data collection enables accurate usage pattern recognition, allowing the system to distinguish between genuine power-saving opportunities and periods when water discharge is actually needed, thus resolving the contradiction between energy reduction and analysis precision.
Solution Approach 2:
The system continuously monitors discharge information and compares it against established usage patterns to dynamically adjust operations. This feedback mechanism ensures that power-saving operations are implemented only when appropriate, maintaining high analysis precision while achieving energy reduction goals.
2Device complexity
If power-saving schedule is set without considering usage variation, then operation control is simplified, but adaptability to user needs deteriorates
Solution Approach 1:
The power-saving schedule is dynamically adjusted based on analyzed usage patterns rather than being fixed. The control apparatus modifies operational parameters in real-time according to detected usage variations, enabling the system to adapt to changing user needs while maintaining relatively simple control logic through automated pattern recognition.
3Loss of energy
If discharge criteria are not adjusted in power-saving operation, then power-saving efficiency is improved, but discharge performance deteriorates
Solution Approach 1:
The control apparatus applies different discharge criteria locally based on the operational context. During power-saving operations, discharge criteria are selectively adjusted only when usage patterns indicate low demand, while maintaining normal criteria when patterns suggest actual user needs. This localized adaptation preserves discharge performance while achieving power-saving efficiency.
Data Source
AI summary
A control apparatus for an artificial intelligence water purifier includes a storage device and a control unit. The storage device is configured to store discharge information that includes an amount of beverage discharged from the water purifier in a time slot of a predetermined period of time. The control unit is configured to analyze the discharge information, set the time slot in a power-saving schedule based on analysis of the discharge information, and control the water purifier to perform a power-saving operation based on determining that an operation time is within the time slot set in the power-saving schedule.