PATENT CLAIM ANALYSIS

Application Number: 15978405
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-09
Patent Classification: ["700", "297000"]

Abstract:
In a renewable energy-based electricity grid infrastructure, distributed data analytics and artificial intelligence enable modeling and delivery of an appropriate, time-sensitive, dynamic demand response from multiple renewable energy resource components to an intelligent power distribution network. Distributed data analytics also enable the electricity grid infrastructure to virtually, optimally and adaptively make decisions about power production, distribution, and consumption so that a demand response is a dynamic reaction across the electricity grid infrastructure in a distributed energy generation from multiple renewable energy resources responsive to

Claim (Index 16):
A method comprising:\n requesting a power requirement over a specified period of time from a power distribution network, and an operational availability for the specified period of time from each individual component in a plurality of renewable energy components configured at the one or more offshore renewable energy installations, each individual component having an independent and variably adjustable level of operation; predicting one or more of commodity pricing for power derived from the plurality of renewable energy components, meteorological conditions at the one or more offshore renewable energy installations, power usage patterns of the power distribution network, and an operational capacity of the plurality of renewable energy resource components, to forecast satisfaction of the power requirement over the specified period of time using the plurality of renewable energy components configured at the one or more offshore renewable energy installations; determining an appropriate power production from the operational capacity to satisfy the power requirement for the specified period of time, the appropriate power production comprised of a combined power output of the plurality of renewable energy components, wherein the determining the appropriate power production includes a enforcing a constraint that the combined power output be produced from at least two of a wind component, a photovoltaic component, a hydrokinetic component, and a solar thermal component that together comprise the plurality of renewable energy components configured at the one or more offshore renewable energy installations; and initiating the appropriate power production from the one or more offshore renewable energy installations for the specified period of time.

Metadata:
- Claim Count in Document: 47.0
- Percentile: 93.0
- Lexical Diversity: 1.65455
- Patent Class: 700.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14941630', '13731024', '13398744', '13731029', '14224622']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5035188048948975
- 35 USC 102 Novelty (BERT): 0.5809765265602291
- Combined Prediction Score: 0.5112645770614307
- Mean Citation Score: 430.705296
- Max Citation Score: 518.5754400000002
- Similarity Product: 447.3253220869448

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test