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In order to solve the problem of feature selection and the low classification accuracy in high-dimensional data, a feature selection algorithm ReliefF-IAGA which is based on ReliefF and IAGA(improved adaptive genetic algorithm) is proposed in this paper. The algorithm obtains the feature importance score using ReliefF feature selection algorithm and eliminates the irrelevant features. Then, the optimal...
In recent years, The Internet of Things(IOT) is one of the hottest research topics. It was originally defined as connected all the things through the sensing devices to the Internet. In addition, Service-Oriented methodology has gradually drawn people's attention. Therefore, integrated The IOT with Service-Oriented methodology is very important. But now IOT service composition is mostly synchronous...
The shop-level information integrated system is the glue of system integration between enterprise upper management systems and the underlying process control systems, the basic of executing enterprises' agile manufacture strategy. The field management and shop information integration are given more and more attention by enterprises, the methods and technologies of traditional shop management can't...
The major problem in after-sales services of heavy-duty automobile industry is analyzed, and a after services collaborated management integrated platform based on ASP mode is put forward. The system structural and functional model of this platform is also introduced. Supported by Web service technology, the framework of ASP mode is established, and the integration of produce process information and...
This system helps in collecting statistical data and thereafter analyzes the enormous volume of data and aids in making quality related decisions. In contrary to conventional SPC applications where the analyzed results have to be interpreted by quality control specialists, MES based unmanned manufacturing environments require automation of the interpretation process. The developed monitoring system...
The structure and the software model of networked manufacturing quality monitoring system are introduced in this paper. A set of three layer distributed manufacturing process monitoring system is comprised with remote quality manage center, manufacturing process supervision center and the units of measure and control layer. The design using object-oriented technique based on Java can easily transport...
This paper introduces the constitute, structure and the software model of a workshop integrated quality control system, using java network technique to realize a manufacturing process integrated monitoring system which is based on Manufacturing Execution System. In contrary to conventional SPC applications, MES based unmanned manufacturing environments require automation of the quality control process...
This paper introduces the constitute, structure and the software model of a set of networked manufacturing quality monitoring system, using JAVA network technique to realize a set of three layer distributed manufacturing process monitoring system which is comprised with remote quality manage center, manufacturing process supervision center and the units of measure and control layer. The design using...
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