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 22):
The computer-implemented method of  claim 21 , comprising:\n performing, for each set of power provision values within the initial supply meter data, further operations to generate the cleansed supply meter data from the initial supply meter data, the further operations comprising:\n employing, by the processor, and for each missing or outlier power provision value in each gap that does not exceed the predetermined threshold quantity of power provision values, interpolation of power provision values adjacent to the gap to generate a power provision value to fill the gap; and \n performing, for each set of power consumption values within the initial load meter data, further operations to generate the cleansed load meter data from the initial load meter data, the further operations comprising:\n employing, by the processor, and for each missing or outlier power consumption value in each gap that does not exceed the predetermined threshold quantity of power consumption values, interpolation of power consumption values adjacent to the gap to generate a power consumption value to fill the gap.

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): 0.3548060160583268
- 35 USC 102 Novelty (BERT): 0.4967151469791098
- Combined Prediction Score: 0.3689969291504051
- Mean Citation Score: 180.59717800000004
- Max Citation Score: 192.72542
- Similarity Product: 118.85809600604296

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