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首页> 外文期刊>International Journal of Knowledge-Based in Intelligent Engineering Systems >Internet server controller based intelligent maintenance system for information appliance products
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Internet server controller based intelligent maintenance system for information appliance products

机译：基于Internet服务器控制器的信息家电产品智能维护系统

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摘要

E-Products, e-Manufacturing and e-Service are the goals of an enterprise to achieve. To achieve these goals, smart software and NetWare are needed to provide proactive maintenance capabilities such as performance degradation measurement, fault recovery, self-maintenance, and remote diagnostics. This paper reports the preliminary development of an Internet server controller based intelligent maintenance system for information appliance products (consumer appliances). The discussion also involves on how to develop products and manufacturing systems using Internet-based intelligent technologies and how to ensure product quality, coordinate activities, reduce costs and change maintenance practice from the breakdown reaction to prevention. In the paper, a hybrid intelligent approach using hardware and software agents (watchdog agent) is adopted. The server controller is web-enabled and its core is an embedded network model. The software agent is implemented through a package of Smart Prognostics Algorithms. The package consists of embedded computational prognostic algorithms including neural network based, time-series based, wavelet-based and hybrid joint time-frequency methods, etc. and a software toolbox for predicting degradation of devices and systems. The effectiveness of the proposed scheme is verified by developing a real system for the washing machine.
机译：电子产品，电子制造和电子服务是企业要实现的目标。为了实现这些目标，需要智能软件和NetWare提供主动维护功能，例如性能下降测量，故障恢复，自我维护和远程诊断。本文报告了针对信息设备产品（消费类设备）的基于Internet服务器控制器的智能维护系统的初步开发。讨论还涉及如何使用基于Internet的智能技术开发产品和制造系统，以及如何确保产品质量，协调活动，降低成本以及将维护实践从故障反应转变为预防。在本文中，采用了使用硬件和软件代理（看门狗代理）的混合智能方法。服务器控制器具有Web功能，其核心是嵌入式网络模型。该软件代理是通过一整套智能预测算法实现的。该软件包包括嵌入式计算预测算法，包括基于神经网络，基于时间序列，基于小波的混合时频方法等，以及用于预测设备和系统性能下降的软件工具箱。通过开发用于洗衣机的真实系统来验证所提出的方案的有效性。

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