| CPC G06Q 10/06375 (2013.01) [G06F 30/12 (2020.01); G06F 30/13 (2020.01)] | 20 Claims |
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1. A system for detecting modifications of physical assets in a facility, comprising:
a processor;
a memory storing instructions for, when executed by the processor, causing the processor to perform the following steps:
receive data associated with a plurality of physical assets, wherein the plurality of physical assets represents a plurality of physical objects in the facility;
based on the received data, train at least one machine learning engine from a plurality of machine learning engines in an integrated artificial intelligence framework;
based on the training, classify the plurality of physical assets by the integrated artificial intelligence framework, wherein classification consists of scanning the plurality of physical assets and producing a plurality of point clouds consisting of a 2-dimensional (2D) matrix including a plurality of rows and a plurality of columns of a plurality of 3-dimensional (3D) vertices, wherein the 3D vertices consists of a plurality of photographic images associated with the plurality of physical assets in the facility;
based on the classification, identify a plurality of objects from the plurality of 3D vertices, wherein the identification consists of a mapping of the plurality of objects and the plurality of 3D vertices;
based on the identification, extract one or more dimensional meta data and an asset classification from the plurality of 3D vertices;
based on the extracted one or more dimensional meta data and the asset classification, generate a plurality of partially classified 3D virtual models corresponding to the plurality of physical assets in the facility;
based on the plurality of partially classified 3D virtual models, generate a plurality of virtual assets, wherein the plurality of virtual assets includes the plurality of partially classified 3D virtual models corresponding to the plurality of physical assets, and a plurality of attributes associated with each physical asset;
upon detecting a modification of at least one virtual asset, analyze the modification, wherein the modification is at least one of:
a modification of at least one attribute associated with at least one virtual asset; and/or
a modification of at least one data link from a plurality of data links between the plurality of virtual assets; and/or
an addition of at least one new virtual asset corresponding to an addition of at least one new physical asset; and/or
a deletion of at least one virtual asset corresponding to a deletion of at least one physical asset;
based on the analysis, generate a plurality of recommendations including a corresponding modification of the at least one virtual asset;
based on a plurality of validation rules, validate a linked asset data corresponding to at least one modified virtual asset asset;
based on the validation and the modification of the at least one virtual asset, update the at least one virtual asset to reflect a corresponding modification; and
display the plurality of virtual assets including the at least one modified virtual asset.
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