PREDICTING AND OPTIMIZING ENERGY STORAGE LIFETIME PERFORMANCE WITH ADAPTIVE AUTOMATION CONTROL SOFTWARE
First Claim
1. A method of modeling and subsequent operating of an adaptive energy operating system, the method comprising:
- modeling energy application performance for an energy asset;
modeling energy asset health for the energy asset;
modeling cost efficiency of the energy asset;
creating a forward operating profile for the energy application; and
creating a forward availability profile for the energy asset.
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Accused Products
Abstract
A transactive energy system design is linked to an energy automation control process. A design process provides a predictive analytics engine at its core. This design process includes three models: application modeling, health/asset modeling, and revenue modeling. An energy storage system health model is the combination of the application model with storage life characteristic data that comprises electrical efficiency, effective capacity, and capacity fade as a function of temperature, voltage range, and calendar life. These models enable a predictive analytics engine to inform energy automation control software how to operate. The inventive concept involves utilization of various core data communication methods. The predictive analysis uses the same algorithms and processes as those used in the actual eACS and energy operating system. The continuity from analytics to operations improves the accuracy of the economic models, which reduces risk to financial planning and system financing.
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Citations
20 Claims
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1. A method of modeling and subsequent operating of an adaptive energy operating system, the method comprising:
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modeling energy application performance for an energy asset; modeling energy asset health for the energy asset; modeling cost efficiency of the energy asset; creating a forward operating profile for the energy application; and creating a forward availability profile for the energy asset. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14)
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15. A method of operating an adaptive energy operating system in communication with one or more energy assets, the method comprising:
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receiving a forward availability profile for an asset and a forward operating profile for an application; receiving a predictive analytics data package containing models; collecting runtime operation profile data and runtime asset profile data; comparing runtime operation profile data and runtime asset profile data with models; transforming asset profile data into energy asset life characteristic data; and updating forward availability profile and forward operating profile. - View Dependent Claims (16, 17, 18)
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19. An adaptive energy operating system comprising:
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a predictive analytics engine; one or more energy-related applications; a server for creating and utilizing a forward operating profile and a forward availability profile; and energy automation control software. - View Dependent Claims (20)
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Specification