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The Research On Internet-Based Fault Detection And Control System About Intelligent Household Electrical Appliance

Posted on:2006-10-11Degree:MasterType:Thesis
Country:ChinaCandidate:G L LiuFull Text:PDF
GTID:2168360155472467Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
With the emergence of intelligent household electrical appliance , internet-basedfault detection and control system on intelligent household electrical appliance becomea significant issue . The products using it not only take on better competition power butalso help manufacturer economize the cost of detection and maintenance . At the sametime , user conveniently employ it and enjoy better service through appending a littlecost .This paper introduces the characteristics and research institution of intelligenthousehold electrical appliance , then discusses the means of connecting internet fromhome network , and then presents a new home network architecture .For the advantage of neural network technology , neural network technology isintroduced into the system naturally , and better the BP network model aiming at theneed of system . The experiment shows the improved BP network model not onlyimproves the veracity of detection and control but applies in the different condition .Lastly , this paper realize the system model based on improved BP network model .The main innovation in the paper is following.First , a new home network architecture is presented .Second , neural network technology is introduced into the system , and improve onBP network model .Third , the experiment shows the improved BP network model is available .Finally , internet-based fault detection and control system model on intelligenthousehold electrical appliance is implemented.
Keywords/Search Tags:intelligent household electrical appliance, home network, remote detection and control, neural network, BP network model
PDF Full Text Request
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