PATENT CLAIM ANALYSIS

Application Number: 16128667
Application Type: Utility
Filing Date: 2018-09
Publication Date: 2019-03
Patent Classification: ["700", "291000"]

Abstract:
An apparatus includes a processor to: assign each value of each set of values of an initial supply meter data and of an initial load meter data to one of multiple buckets based on weather conditions and/or time and date; for each bucket, generate upper and lower bounds of power provision and power consumption values, and use the upper and lower bounds to identify outlier values assigned to the bucket; for each set of values within the initial supply meter data and within the initial load meter data, generate a naive model from the non-outlier values, and use interpolation and the naive model to fill in gaps, thereby generating cleansed supply meter data and cleansed load meter data; and store the cleansed supply meter data and cleansed load meter data together as merged meter data for use in making predictions.

Claim (Index 25):
The computer-implemented method of  claim 21 , comprising:\n retrieving, by the processor, initial weather data comprising weather data values indicative of weather conditions at multiple weather station locations within a geographic area covered by the power grid; performing, by the processor, cleansing of the weather data values to fill gaps in the weather data values to cause the weather data values associated with each of the weather station location to define a complete time series of weather data values to generate cleansed weather data from the initial weather data; correlating, by the processor, each power consumption value of the initial load meter data to a weather data value in a time series of weather data values of the cleansed weather data; assigning each power consumption value of the initial load meter data to one of the multiple buckets based at least on the correlated weather data value; correlating, by the processor, each power provision value of the initial supply meter data to a weather data value in a time series of weather data values of the cleansed weather data; and assigning each power provision value of the initial supply meter data to one of the multiple buckets based at least on the correlated weather data value.

Metadata:
- Claim Count in Document: 80.0
- Percentile: 97.0
- Lexical Diversity: 2.30769
- Patent Class: 700.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15360335', '15473240', '13774994', '14518412', '15189173']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3602884992809089
- 35 USC 102 Novelty (BERT): 0.4732459828048781
- Combined Prediction Score: 0.3715842476333058
- Mean Citation Score: 180.59717800000004
- Max Citation Score: 192.72542
- Similarity Product: 151.3847241837597

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 0
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test