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Intelligent lighting system with predictive maintenance scheduling and method of operation thereof

A lighting system and action technology, applied in the field of lighting systems, can solve problems such as high network traffic and storage requirements, complexity, and data analysis-type applications that cannot provide high-quality conclusions

Active Publication Date: 2019-12-13
SIGNIFY HLDG BV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In the absence of sufficient data quality, data analysis-oriented applications cannot provide the necessary high-quality conclusions
Finally, sending large amounts of data from outdoor lighting systems requires more complex and expensive lighting system designs that can handle the resulting high network traffic and storage requirements

Method used

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  • Intelligent lighting system with predictive maintenance scheduling and method of operation thereof
  • Intelligent lighting system with predictive maintenance scheduling and method of operation thereof
  • Intelligent lighting system with predictive maintenance scheduling and method of operation thereof

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Embodiment Construction

[0023]The following is a description of illustrative embodiments that will demonstrate the above-noted features and advantages, as well as further features and advantages, when considered in conjunction with the following figures. In the following description, for purposes of explanation and not limitation, illustrative details such as architecture, interfaces, techniques, element properties, etc. are set forth. However, it will be apparent to those skilled in the art that other embodiments that depart from these details will still be understood to be within the scope of the appended claims. Furthermore, for the purpose of clarity, detailed descriptions of well-known devices, circuits, tools, techniques, and methods are omitted so as not to obscure the description of the present system. It should be expressly understood that the drawings are included for illustration purposes and do not represent the full scope of the present system. In the drawings, like reference numbers in...

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PUM

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Abstract

The lighting system may include at least one controller that may be configured to: obtain lighting logging data comprising feature information related to features of the lighting system and obtained from a plurality of feature spaces; determining lighting prediction data predicting failure of at least one component in the lighting system at a future time based on the lighting logging data and including at least one complex feature; based on the lighting prediction data and maintenance costs, modeling a predicted component failure predicted to occur at a future time; and / or storing the predicted component failure model in memory.

Description

technical field [0001] The present system relates to intelligent lighting systems and, more particularly, to lighting systems and methods of operation thereof that process information from multiple information spaces to predict and schedule maintenance operations. Background technique [0002] Typically, in street lighting systems, non-functional lamps are replaced with new lamps by maintenance staff in response to a service call reporting the non-functional lamps. This process requires the lamps to be blown out before they can be replaced, which can increase user inconvenience. Additionally, if lamps are replaced early before they fail, some lamp life may be lost, which may increase overall maintenance costs. [0003] Although data storage is becoming cheaper and plentiful, managing, maintaining, and processing large datasets is still expensive. Furthermore, much of the data is removed before processing because it is not relevant, introduces noise, or slows analysis. Noi...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H05B37/03
CPCH05B47/20Y02B20/40H05B47/19G05B13/048
Inventor I.C.M.弗林森伯格J.M.德邦特A.G.斯尼特斯恩S.R.巴格赫里P.沙
Owner SIGNIFY HLDG BV