Multidimensional digital platform for building integration and analysis

• US 9,996,807 B2
• Filed: 10/15/2013
• Issued: 06/12/2018
• Est. Priority Date: 08/17/2011
• Status: Active Grant

• Current Assignee: Roundhouse One LLC
• Original Assignee: Roundhouse One LLC
• Inventors: Miller, Mark Raymond, Goore, Natan, Uddenberg, Signo
• Primary Examiner(s): Gills, Kurtis
• Application Number:
  US14/053,927
• Publication Number:
  US 20140108074A1
• Time in Patent Office: 1,701 Days
• CPC Class Codes: G06Q 10/00 Administration; Management
• CPC Class Codes: G06Q 10/063 Operations research, analysis or management

Abstract

A method is provided for qualifying and analyzing business intelligence. At a first part of a data management system receives first, second and third streams of data. The first stream is client provided source data, the second is public source data and the third is data management system internal data previously collected and managed source data in the data management system. The three streams of data are organized into items and their attributes at the data management system. The source data is transformed at a data warehouse where it becomes normalized. Logic is applied to provide multi-dimensional analysis of transformed source data relative to a scale for at least one business intelligence. The data warehouse includes updated data from the multi-dimensional analysis. A user interface communicates with the data management system to create statistical information that illustrates impact over time and value.

Claims

1. A method for modifying a physical asset, comprising:

providing a plurality of solar energy fixed assets;

providing a plurality of servers coupled to the plurality of solar energy fixed assets;

a data management system coupled to the plurality of solar energy fixed assets, the data management system including an extract transform load (ETL) that includes a solar energy fixed asset data analysis validator that determines if data from the plurality of solar energy fixed assets meets value thresholds and when data hits a value threshold the data is sent to a data warehouse of the data management system, an adaptive platform that includes one or more analytic engines for at least a portion of the plurality of solar energy fixed assets, and a report builder coupled to the plurality solar energy fixed assets, the data warehouse coupled to the plurality of servers and at least a portion of the plurality of solar energy fixed assets, the warehouse including a plurality of databases coupled to the plurality of solar energy fixed assets, the data management system configured to classify the plurality of solar energy fixed assets and their attributes relative to time and value, the data management system performing analysis of the plurality of solar energy fixed assets with increasing dimensionality and increasing or decreasing scale, with first, second and third order analysis performed at different scales where scale is a the level of detail of the particular analysis;

using one or more analytic engines coupled to the plurality of servers and the plurality of solar energy fixed assets and provide multi-dimensional analysis relative to the plurality of solar energy fixed assets, where multi-dimensional analysis is defined as analysis that compares, calculates and performs a correlation on the plurality of solar energy fixed assets and their attributes from at least two distinct dimensions, where the time and value are used to understand how the plurality of fixed solar energy fixed assets change over time;

using the one or more analytic engines to provide one or more outputs of processed and correlated data of the plurality of solar energy fixed assets that is sent to an analysis qualifier to determine a quality of analysis from the multi-dimensional analysis of the plurality of solar energy fixed assets;

using the multi-dimensional analysis to predict outcomes and make changes for a renovation of at least a portion of the plurality of solar energy fixed physical assets; and

using a scenario builder and multi-dimensional analysis that passes operation decisions relative to the plurality of solar energy fixed assets to the report builder that are visualized by a user interface to create renovation changes in the plurality of fixed solar energy fixed assets.