首页|Patent Issued for Managing machine operations using encoded multi-scale time ser ies data (USPTO 12045046)
Patent Issued for Managing machine operations using encoded multi-scale time ser ies data (USPTO 12045046)
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This patent was filed on October 4, 2021 and was published online on July 23, 20 24.From the background information supplied by the inventors, news correspondents o btained the followingquote: “The approaches described in this section are appro aches that could be pursued, but not necessarilyapproaches that have been previ ously conceived or pursued. Therefore, unless otherwise indicated, it shouldnot be assumed that any of the approaches described in this section qualify as prio r art merely by virtueof their inclusion in this section:“Manufacturing and process engineers are increasingly managing and reviewing unp recedented amountsof operational data. For example, machines and sensors in ind ustries, such as oil and gas industry, metalsand mining industry, and semicondu ctor industry, produce terabytes of operational data over time fromacross the e nterprise. There are numerous challenges that arise in managing and reviewing la rge volumesof data. These challenges range from delivering and presenting data at the frontend to processing andstorage limitations at the backend. One approa ch to processing operational data is to create a snapshot ofthe performance of a machine or industrial process at different points in time, each snapshot repre sentinga different portion of the operation data. Then the snapshots can be com pared directly with each other.However, such an approach requires a significant amount of storage and, more importantly, is unable toaccurately capture featur es (such as slope, highs, and lows) of different snapshots, particularly if twosnapshots are not perfectly aligned.
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