Abstract: A method is provided for analyzing energy or environmental factors relative to energy. One or more processors of a data management system receives a plurality of signals relating to a plurality of streams of data. The signals directed to at least one of: energy physical assets, energy related environment factors, energy availability, energy usage and energy source. A data transformer is used to transform the data to item and attribute characterizations. The data transformer uses a processor to organize the first, second and third streams of data according to their associated items and attributes. One or more analytic engines are used to receive the items with their attributes from the data management system and provide multi-dimensional analysis relative to a scale of study for at least one business intelligence, where multi-dimensional analysis is defined as analysis that compares, calculates, correlates, or operates on items and/or attributes from at least two distinct dimensions.

Abstract: A method is for analyzing business intelligence applied to at least one of physical assets and environment factors. A computing system is used that includes one or more processors of a data management system for at least one stream of data selected from at least one of physical assets and environment factors. A data transformer is used to transform data from the at least one stream of data to their item and attribute characterizations. One or more analytic engines are used to receive the items with their attributes from the data management system and provide multi-dimensional analysis relative to a scale of study for at least one physical asset and environmental factor. Multi-dimensional analysis is defined as analysis that compares, calculates, correlates, or operates on items and/or attributes from at least two distinct dimensions.

Abstract: A method is for analyzing business intelligence applied to at least one of physical assets and environment factors. A computing system is used that includes one or more processors of a data management system for at least one stream of data selected from at least one of physical assets and environment factors. A data transformer is used to transform data from the at least one stream of data to their item and attribute characterizations. One or more analytic engines are used to receive the items with their attributes from the data management system and provide multi-dimensional analysis relative to a scale of study for at least one physical asset and environmental factor. Multi-dimensional analysis is defined as analysis that compares, calculates, correlates, or operates on items and/or attributes from at least two distinct dimensions.

Abstract: A method is provided for analyzing energy or environmental factors relative to energy. One or more processors of a data management system receives a plurality of signals relating to a plurality of streams of data. The signals directed to at least one of: energy physical assets, energy related environment factors, energy availability, energy usage and energy source. A data transformer is used to transform the data to item and attribute characterizations. The data transformer uses a processor to organize the first, second and third streams of data according to their associated items and attributes. One or more analytic engines are used to receive the items with their attributes from the data management system and provide multi-dimensional analysis relative to a scale of study for at least one business intelligence, where multi-dimensional analysis is defined as analysis that compares, calculates, correlates, or operates on items and/or attributes from at least two distinct dimensions.