家电异音在线自动检测的技术途径和系统架构研究  

The technical approach and system architecture of household appliances online automatic abnormal sound detection

作　　者：王晶[1] 冯涛[1] 杨伟成[2] 杨晓玲 白柱杰 WANG Jing;FENG Tao;YANG Weicheng;YANG Xiaoling;BAI Zhujie(Beijing Technology and Business Universily Beijing 100037;China Household Electric Appliances Research Institute Beijing 100037;Qingdao Haier Washing Machine Co., Ltd. Qingdao 266101)

机构地区：[1]北京工商大学,北京100037 [2]中国家用电器研究院,北京100037 [3]青岛海尔洗衣机有限公司,山东青岛266101

出　　处：《家电科技》2018年第6期37-39,共3页Journal of Appliance Science & Technology

摘　　要：家电异音在线自动检测技术正受到家电生产企业的广泛关注,本文对家电在线异音自动检测的技术途径和系统架构进行了初步的阐述。对家电在线异音自动检测的两条技术途径的特点进行了说明和比较。简要描述了家电异音在线自动检测的系统架构和架构中各组成部分的相互关系。分析了家电异音在线自动检测的关键技术难点,并提出了原则性的解决方案。The automatic online detection technology for household appliances abnormal sounds is being widely concerned by housebold appliances manafacturers. This paper presents a preliminary explanation of the technical approaches and system architecture for household appliances online automatic abnormal sound detection. The characteristics of the two technical approaches for the automatic detection of online abnormal sounds in household appliances are described and compared. The detected system architecture and the relationship between the various components of the architecture are briefly described. This article analyzes the key technical difficulties in the online automatic detection of appliance noise, and proposes a principled solution.

关 键 词：家电异音 机器学习 在线自动枪测 

分 类 号：TM925[电气工程—电力电子与电力传动]