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Systems And Methods For Predictive Reliability Mining
Abstract: Systems and methods for predictive reliability mining are provided that enable predicting of unexpected emerging failures in future without waiting for actual failures to start occurring in significant numbers. Sets of discriminative Diagnostic Trouble Codes (DTCs) from connected machines in a population are identified before failure of the associated parts. A temporal conditional dependence model based on the temporal dependence between the failure of the parts from past failure data and the identified sets of discriminative DTCs is generated. Future failures are predicted based on the generated temporal conditional dependence and root cause analysis of the predicted future failures is performed for predictive reliability mining. The probability of failure is computed based on both occurrence and non-occurrence of DTCs. The root cause analysis enables identifying a subset of the population when an early warning is generated and also when an early warning is not generated.
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Notices, Deadlines & Correspondence
Notices, Deadlines & Correspondence
Patent Information
Application #
Filing Date
15 October 2015
Publication Number
42/2017
Publication Type
INA
Invention Field
MECHANICAL ENGINEERING
Status
Email
iprdel@lakshmisri.com
Parent Application
Patent Number
Legal Status
Grant Date
2023-02-04
Renewal Date
Applicants
TATA CONSULTANCY SERVICES LIMITED
Nirmal Building, 9th Floor, Nariman Point, Mumbai-400021, Maharashtra, India
Inventors
1. SINGH, Karamjit
Tata Consultancy Services Limited, ASF Insignia, Block C, Kings Canyon, Gwal Pahari road, Gurgaon- Faridabad road,
Gurgaon-122003, India
2. SHROFF, Gautam
Tata Consultancy Services Limited, ASF Insignia, Block C, Kings Canyon, Gwal Pahari road, Gurgaon- Faridabad road,
Gurgaon-122003, India
3. AGARWAL, Puneet
Tata Consultancy Services Limited, Plot No. A-44 & A-45, Ground,1st to 5th Floor & 10th floor, Block - C & D, Sector - 62,
Noida-201309, Uttar Pradesh,
India
Specification
Claims:As Attached , Description:As Attached
Documents
Orders
| Section | Controller | Decision Date |
|---|---|---|
Application Documents
| # | Name | Date |
|---|---|---|
| 1 | 3922-MUM-2015-IntimationOfGrant04-02-2023.pdf | 2023-02-04 |
| 1 | Form 5 [15-10-2015(online)].pdf | 2015-10-15 |
| 2 | 3922-MUM-2015-PatentCertificate04-02-2023.pdf | 2023-02-04 |
| 2 | Form 3 [15-10-2015(online)].pdf | 2015-10-15 |
| 3 | Form 18 [15-10-2015(online)].pdf | 2015-10-15 |
| 3 | 3922-MUM-2015-Written submissions and relevant documents [18-01-2023(online)].pdf | 2023-01-18 |
| 4 | Drawing [15-10-2015(online)].pdf | 2015-10-15 |
| 4 | 3922-MUM-2015-FORM-26 [28-12-2022(online)].pdf | 2022-12-28 |
| 5 | Description(Complete) [15-10-2015(online)].pdf | 2015-10-15 |
| 5 | 3922-MUM-2015-Correspondence to notify the Controller [15-09-2022(online)].pdf | 2022-09-15 |
| 6 | REQUEST FOR CERTIFIED COPY [05-02-2016(online)].pdf | 2016-02-05 |
| 6 | 3922-MUM-2015-US(14)-HearingNotice-(HearingDate-04-01-2023).pdf | 2022-09-11 |
| 7 | 3922-MUM-2015-POWER OF ATTORNEY-(21-04-2016).pdf | 2016-04-21 |
| 7 | 3922-MUM-2015-CLAIMS [30-01-2020(online)].pdf | 2020-01-30 |
| 8 | 3922-MUM-2015-CORRESPONDENCE-(21-04-2016).pdf | 2016-04-21 |
| 8 | 3922-MUM-2015-COMPLETE SPECIFICATION [30-01-2020(online)].pdf | 2020-01-30 |
| 9 | 3922-MUM-2015-DRAWING [30-01-2020(online)].pdf | 2020-01-30 |
| 9 | Form 3 [26-07-2016(online)].pdf | 2016-07-26 |
| 10 | 3922-MUM-2015-FER_SER_REPLY [30-01-2020(online)].pdf | 2020-01-30 |
| 10 | ABSTRACT1.jpg | 2018-08-11 |
| 11 | 3922-MUM-2015-Form 1-261015.pdf | 2018-08-11 |
| 11 | 3922-MUM-2015-OTHERS [30-01-2020(online)].pdf | 2020-01-30 |
| 12 | 3922-MUM-2015-Correspondence-261015.pdf | 2018-08-11 |
| 12 | 3922-MUM-2015-FORM 3 [10-01-2020(online)].pdf | 2020-01-10 |
| 13 | 3922-MUM-2015-FER.pdf | 2019-07-31 |
| 13 | 3922-MUM-2015-Information under section 8(2) (MANDATORY) [10-01-2020(online)].pdf | 2020-01-10 |
| 14 | 3922-MUM-2015-FER.pdf | 2019-07-31 |
| 14 | 3922-MUM-2015-Information under section 8(2) (MANDATORY) [10-01-2020(online)].pdf | 2020-01-10 |
| 15 | 3922-MUM-2015-Correspondence-261015.pdf | 2018-08-11 |
| 15 | 3922-MUM-2015-FORM 3 [10-01-2020(online)].pdf | 2020-01-10 |
| 16 | 3922-MUM-2015-Form 1-261015.pdf | 2018-08-11 |
| 16 | 3922-MUM-2015-OTHERS [30-01-2020(online)].pdf | 2020-01-30 |
| 17 | ABSTRACT1.jpg | 2018-08-11 |
| 17 | 3922-MUM-2015-FER_SER_REPLY [30-01-2020(online)].pdf | 2020-01-30 |
| 18 | 3922-MUM-2015-DRAWING [30-01-2020(online)].pdf | 2020-01-30 |
| 18 | Form 3 [26-07-2016(online)].pdf | 2016-07-26 |
| 19 | 3922-MUM-2015-COMPLETE SPECIFICATION [30-01-2020(online)].pdf | 2020-01-30 |
| 19 | 3922-MUM-2015-CORRESPONDENCE-(21-04-2016).pdf | 2016-04-21 |
| 20 | 3922-MUM-2015-CLAIMS [30-01-2020(online)].pdf | 2020-01-30 |
| 20 | 3922-MUM-2015-POWER OF ATTORNEY-(21-04-2016).pdf | 2016-04-21 |
| 21 | 3922-MUM-2015-US(14)-HearingNotice-(HearingDate-04-01-2023).pdf | 2022-09-11 |
| 21 | REQUEST FOR CERTIFIED COPY [05-02-2016(online)].pdf | 2016-02-05 |
| 22 | 3922-MUM-2015-Correspondence to notify the Controller [15-09-2022(online)].pdf | 2022-09-15 |
| 22 | Description(Complete) [15-10-2015(online)].pdf | 2015-10-15 |
| 23 | 3922-MUM-2015-FORM-26 [28-12-2022(online)].pdf | 2022-12-28 |
| 23 | Drawing [15-10-2015(online)].pdf | 2015-10-15 |
| 24 | 3922-MUM-2015-Written submissions and relevant documents [18-01-2023(online)].pdf | 2023-01-18 |
| 24 | Form 18 [15-10-2015(online)].pdf | 2015-10-15 |
| 25 | Form 3 [15-10-2015(online)].pdf | 2015-10-15 |
| 25 | 3922-MUM-2015-PatentCertificate04-02-2023.pdf | 2023-02-04 |
| 26 | Form 5 [15-10-2015(online)].pdf | 2015-10-15 |
| 26 | 3922-MUM-2015-IntimationOfGrant04-02-2023.pdf | 2023-02-04 |
Search Strategy
| 1 | Search_05-07-2019.pdf |