Institute for Information Industry

HsiaoWei Chen

Yu-Chin Tai

Jacob Guo

ShinYen Liu

Hanwen Chang

ChunTai Yen

Jane Yung-jen Hsu

Systems and methods for managing machine tools are provided. When a current abnormality occurs in one of at least one machine tool, a specific failure category is determined according to the current abnormality, and at least one suggested combination of parameters is generated according to the specific failure category and a transaction database, wherein the specific failure category is one of a plurality of predefined failure categories, and each suggested combination of parameters includes a plurality of associated parameters, which are commonly retrieved for the specific failure category. Each transaction data in the transaction database records a plurality of parameters corresponding to a failure category, wherein the parameters are the parameters whose parameter values are retrieved from the at least one machine tool, having the abnormality according to the failure category.

Systems and methods for managing machine tools

Hotspot analysis systems and methods are provided. The hotspot analysis system includes a database, a filtering module, a clustering module, and an analysis module. The database includes a plurality of records, each including context information having at least time information and position information. The filtering module filters the records according to current context information to obtain a plurality of filtered records. The clustering module clusters the filtered records into at least one hotspot cluster according to the position information of the filtered records, and generates a hotspot area for each hotspot cluster. The analysis module calculates integral hotness for each hotspot cluster according to the number of the filtered records in the hotspot cluster and the size of the hotspot area of the hotspot cluster, and generates at least hotspot area information according to the integral hotness and the hotspot area of each hotspot cluster.

Hotspot analysis systems and methods

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Bade, Taiwan

HsiaoWei Chen