PATENT CLAIM ANALYSIS

Application Number: 16100557
Application Type: Utility
Filing Date: 2018-08
Publication Date: 2018-12
Patent Classification: ["700", "291000"]

Abstract:
The present invention is generally directed to methods of disaggregating low resolution whole-house energy consumption data. In accordance with some embodiments of the present invention, methods may include steps of: receiving at a processor the low resolution whole house profile; selectively communicating with a first database including non-electrical information; selectively communicating with a second database including training data; and determining by the processor based on the low resolution whole house profile, the non-electrical information and the training data, individual appliance load profiles for one or more appliances.

Claim (Index 23):
The method of  claim 21 , wherein the training data further comprises non-electric information comprises home and community specific attributes comprising one or more of the group consisting of:\n zip code; local weather; home size; home age; information about presence of various appliances in the household; sensor inputs such as thermostat data; gas consumption data; and water consumption data.

Metadata:
- Claim Count in Document: 29.0
- Percentile: 96.0
- Lexical Diversity: 1.62712
- Patent Class: 700.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['13870838', '14159058', '15844513', '13366850', '14543824']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4527796227963699
- 35 USC 102 Novelty (BERT): 0.5359804224838937
- Combined Prediction Score: 0.4610997027651223
- Mean Citation Score: 304.4251500000001
- Max Citation Score: 401.13718
- Similarity Product: 334.8404370092249

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

Dataset: test