基于AI识别的宠物空气净化器及其控制方法

By combining multimodal sensing with a lightweight CNN model, accurate pollution source identification and adaptive purification control of pet air purifiers are achieved, solving the problems of high misjudgment rate, easy filter clogging and single purification strategy of pet air purifiers, and providing a high-efficiency, low-noise and pet-friendly purification solution.

CN122397641APending Publication Date: 2026-07-17QINGDAO LONDS ENVIRONMENTAL TECH CO LTD

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
QINGDAO LONDS ENVIRONMENTAL TECH CO LTD
Filing Date
2026-04-21
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Existing pet air purifiers lack multimodal perception and artificial intelligence decision-making capabilities, resulting in problems such as high misjudgment rate, easy filter clogging, single purification strategy, and easy to cause stress to pets, making it difficult to meet the complex and ever-changing purification needs of pet families.

Method used

It employs a multimodal sensing module (environmental parameter sensor, camera unit, millimeter-wave radar unit) and a lightweight CNN multimodal fusion model, combined with an AI recognition module and a control module, to achieve accurate recognition and adaptive control of pet behavior and environment, and dynamically adjust fan speed and purification mode.

Benefits of technology

It achieves low false positive rate pollution source identification, avoids filter clogging, ensures pet comfort, provides multiple adaptive purification modes, reduces noise and energy consumption, and ensures real-time response and privacy protection.

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Abstract

本发明涉及一种基于AI识别的宠物空气净化器及其控制方法。该净化器包括壳体、多模态传感模块、AI识别模块、净化执行模块及控制模块。多模态传感模块采集环境参数、宠物行为图像及毫米波雷达距离数据;AI识别模块搭载轻量化CNN多模态融合网络,通过特征提取、加权融合与多任务输出,同步识别污染类型、浓度等级、宠物行为状态、实时距离及置信度;控制模块根据融合结果动态调节风机转速、切换净化模式及调整出风方向。本发明的优点:通过多模态感知与AI决策,实现宠物场景下精准、低噪、自适应净化,能有效区分皮屑、异味、毛发等污染源,避免宠物应激,延长滤网寿命,并支持本地推理与远程模型更新。
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