| Predicate |
Object |
| assignee |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_e757fd4fedc4fe825bb81b1b466a0947 |
| classificationCPCAdditional |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/H04L41-0631
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N5-041
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N5-025 |
| classificationCPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G05B23-0281
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N20-00
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G07C3-00
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F11-0751
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G07C5-0808
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F11-079
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/H04L41-065
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G01M99-005
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F11-0709
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N7-01
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F17-16
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/H04L41-16
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F17-18 |
| classificationIPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G01M99-00
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06F15-16
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06N20-00
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06F17-16
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06F17-18
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06F9-54
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G05B23-02
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06F11-07 |
| filingDate |
2019-12-11^^<http://www.w3.org/2001/XMLSchema#date> |
| grantDate |
2022-02-01^^<http://www.w3.org/2001/XMLSchema#date> |
| inventor |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_7f03cc305d417ccba132d2f535c1733c
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_7054e66ff7164ab7cf5afebe6f930965
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_865cafaa7cbfc74b7e8044a5e6fd5a52 |
| publicationDate |
2022-02-01^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationNumber |
US-11238129-B2 |
| titleOfInvention |
Root cause analysis using Granger causality |
| abstract |
Techniques regarding root cause analyses based on time series data are provided. For example, one or more embodiments described herein can comprise a system, which can comprise a memory that can store computer executable components. The system can also comprise a processor, operably coupled to the memory, and that can execute the computer executable components stored in the memory. The computer executable components can comprise maintenance component that can detect a cause of failure for a mechanical system by employing a greedy hill climbing process to perform a polynomial number of conditional independence tests to determine a Granger causality between variables from time series data of the mechanical system given a conditioning set. |
| priorityDate |
2019-12-11^^<http://www.w3.org/2001/XMLSchema#date> |
| type |
http://data.epo.org/linked-data/def/patent/Publication |