Data-driven modeling, filtering and control (Record no. 566822)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01669 a2200241 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781785617126 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | IIT Kanpur |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 629.895 |
| Item number | D262 |
| 245 ## - TITLE STATEMENT | |
| Title | Data-driven modeling, filtering and control |
| Remainder of title | methods and applications |
| Statement of responsibility, etc | edited by Carlo Novara and Simone Formentin |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher | The Institution of Engineering and Technology |
| Year of publication | 2019 |
| Place of publication | London |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | x, 289p |
| 440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
| Title | IET control, robotics and sensors series |
| 490 ## - SERIES STATEMENT | |
| Volume number/sequential designation | ; v.123 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | The scientific research in many engineering fields has been shifting from traditional first-principle-based to data-driven or evidence-based theories. The latter methods may enable better system design, based on more accurate and verifiable information. In the era of big data, IoT and cyber-physical systems, this subject is of growing importance, as data-driven approaches are key enablers to solve problems that could not be addressed by standard approaches. This book presents a number of innovative data-driven methodologies, complemented by significant application examples, to show the potential offered by the most recent advances in the field. Applicable across a range of disciplines, the topics discussed here will be of interest to scientists, engineers and students in automatic control and learning systems, automotive and aerospace engineering, electrical engineering and signal processing. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | System design -- Data processing |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Systems engineering -- Data processing |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Automatic control -- Data processing |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Novara, Carlo [ed.] |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Formentin, Simone [ed.] |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Permanent Location | Current Location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Cost, replacement price | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Reference | PK Kelkar Library, IIT Kanpur | PK Kelkar Library, IIT Kanpur | 2023-08-30 | 2 | 9774.08 | 629.895 D262 | A186221 | 12217.60 | Reference |