Home Appliance Set Customization via User Portrait and Label Matching

The patent merges multiple individual appliance customizations into a unified home appliance set customization. It combines user requirements, living scenario data, and appliance specifications into an integrated optimization model that simultaneously determines the optimal configuration for multiple appliances, ensuring they work together harmoniously rather than in isolation.

The patent adds new dimensions to the customization process by incorporating living scenario characteristics (such as family structure, housing type, usage habits) as additional optimization dimensions. This transforms the problem from simple appliance parameter selection to a multi-dimensional optimization that considers the entire living context, thereby improving customization accuracy.

The patent segments the comprehensive customization system into distinct functional modules: user information collection module, living scenario analysis module, appliance configuration optimization module, and recommendation generation module. Each module handles specific tasks independently, making the complex system manageable and maintainable while still achieving comprehensive customization accuracy.

The patent introduces an intermediary optimization model that mediates between raw user information and final appliance recommendations. This model processes and synthesizes diverse input data (user preferences, living scenarios, appliance specifications) into structured optimization parameters, simplifying the overall system architecture while maintaining high customization accuracy.