基于人工智能的MATLAB家庭自动化工具

Proceedings Tenth IEEE International Conference on Tools with Artificial Intelligence (Cat. No.98CH36294) Pub Date : 1998-11-10 DOI:10.1109/TAI.1998.744852

Harald J. Zainzinger

{"title":"基于人工智能的MATLAB家庭自动化工具","authors":"Harald J. Zainzinger","doi":"10.1109/TAI.1998.744852","DOIUrl":null,"url":null,"abstract":"A neural fuzzy system controlling home appliances is proposed. The central goal of home automation is to provide an efficient and convenient integration and inter-operation among appliances in households. The necessary software tools should present a comfortable user interface. One suitable programming method for home automation systems is the definition of linguistic rules that can be processed by a fuzzy system. In our approach it is assumed that the home system adapts itself to the occupants' lifestyle. Based on this idea, we present an appropriate neuro fuzzy controller. An implementation of this artificial intelligent based controller under the MATLAB/SIMULINK development environment is shown. It consists of functions that upgrade MATLAB/SIMULINK to a tool with hardware and Internet access. This tool is not only restricted to home automation, it can also be applied to control non time-critical processes.","PeriodicalId":424568,"journal":{"name":"Proceedings Tenth IEEE International Conference on Tools with Artificial Intelligence (Cat. No.98CH36294)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1998-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"An artificial intelligence based tool for home automation using MATLAB\",\"authors\":\"Harald J. Zainzinger\",\"doi\":\"10.1109/TAI.1998.744852\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A neural fuzzy system controlling home appliances is proposed. The central goal of home automation is to provide an efficient and convenient integration and inter-operation among appliances in households. The necessary software tools should present a comfortable user interface. One suitable programming method for home automation systems is the definition of linguistic rules that can be processed by a fuzzy system. In our approach it is assumed that the home system adapts itself to the occupants' lifestyle. Based on this idea, we present an appropriate neuro fuzzy controller. An implementation of this artificial intelligent based controller under the MATLAB/SIMULINK development environment is shown. It consists of functions that upgrade MATLAB/SIMULINK to a tool with hardware and Internet access. This tool is not only restricted to home automation, it can also be applied to control non time-critical processes.\",\"PeriodicalId\":424568,\"journal\":{\"name\":\"Proceedings Tenth IEEE International Conference on Tools with Artificial Intelligence (Cat. No.98CH36294)\",\"volume\":\"45 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1998-11-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings Tenth IEEE International Conference on Tools with Artificial Intelligence (Cat. No.98CH36294)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/TAI.1998.744852\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings Tenth IEEE International Conference on Tools with Artificial Intelligence (Cat. No.98CH36294)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TAI.1998.744852","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 7

摘要

提出了一种神经模糊家电控制系统。家庭自动化的核心目标是为家庭中的电器提供高效、便捷的集成和互操作。必要的软件工具应该提供一个舒适的用户界面。一种适合家庭自动化系统的编程方法是定义可由模糊系统处理的语言规则。在我们的方法中，假设家庭系统能够适应居住者的生活方式。在此基础上，提出了一种合适的神经模糊控制器。给出了在MATLAB/SIMULINK开发环境下实现该人工智能控制器的方法。它包括将MATLAB/SIMULINK升级为具有硬件和Internet接入的工具的功能。这个工具不仅局限于家庭自动化，它也可以应用于控制非时间关键的过程。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

An artificial intelligence based tool for home automation using MATLAB

A neural fuzzy system controlling home appliances is proposed. The central goal of home automation is to provide an efficient and convenient integration and inter-operation among appliances in households. The necessary software tools should present a comfortable user interface. One suitable programming method for home automation systems is the definition of linguistic rules that can be processed by a fuzzy system. In our approach it is assumed that the home system adapts itself to the occupants' lifestyle. Based on this idea, we present an appropriate neuro fuzzy controller. An implementation of this artificial intelligent based controller under the MATLAB/SIMULINK development environment is shown. It consists of functions that upgrade MATLAB/SIMULINK to a tool with hardware and Internet access. This tool is not only restricted to home automation, it can also be applied to control non time-critical processes.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Proceedings Tenth IEEE International Conference on Tools with Artificial Intelligence (Cat. No.98CH36294)

自引率

0.00%

发文量