Big data analytics in future power systems (Record no. 212000)
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| 000 -LEADER | |
|---|---|
| fixed length control field | aam a22 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 190430b 2019 ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781138095885 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 621.310285 |
| Item number | B4 |
| 245 ## - TITLE STATEMENT | |
| Title | Big data analytics in future power systems |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc | CRC Press |
| Date of publication, distribution, etc | 2019 |
| Place of publication, distribution, etc | Florida |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xiv, 174p. |
| Other physical details | With index |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Table of Contents 1 Introduction. 2 Big Data Application and Analytics in a Large-Scale Power System. 3 The Role of Big Data in Smart Grid Communications. 4 Big Data Optimization in Electric Power Systems: A Review. 5 Security Methods for Critical Infrastructure Communications. 6 Data-Mining Methods for Electricity Theft Detection 7 Unit Commitment Control of Smart Grids. 8 A New Transformer Differential Protection Algorithm Based on Data Pattern Recognition. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Power systems are increasingly collecting large amounts of data due to the expansion of the Internet of Things into power grids. In a smart grids scenario, a huge number of intelligent devices will be connected with almost no human intervention characterizing a machine-to-machine scenario, which is one of the pillars of the Internet of Things. The book characterizes and evaluates how the emerging growth of data in communications networks applied to smart grids will impact the grid efficiency and reliability. Additionally, this book discusses the various security concerns that become manifest with Big Data and expanded communications in power grids. Provide a general description and definition of big data, which has been gaining significant attention in the research community. Introduces a comprehensive overview of big data optimization methods in power system. Reviews the communication devices used in critical infrastructure, especially power systems; security methods available to vet the identity of devices; and general security threats in CI networks. Presents applications in power systems, such as power flow and protection. Reviews electricity theft concerns and the wide variety of data-driven techniques and applications developed for electricity theft detection. https://www.crcpress.com/Big-Data-Analytics-in-Future-Power-Systems/Zobaa-Bihl/p/book/9781138095885 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Smart power grids -- data processing |
| 9 (RLIN) | 379224 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Electric power systems |
| 9 (RLIN) | 379225 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Big data |
| 9 (RLIN) | 379226 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Zobaa, Ahmed F. |
| Relator term | Editor |
| 9 (RLIN) | 379227 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Bihl, Trevor J. |
| 9 (RLIN) | 379228 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Permanent location | Current location | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Item location | Full call number | Barcode | Date last seen | Cost, replacement price | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Non-fiction | Vikram Sarabhai Library | Vikram Sarabhai Library | General Stacks | 2019-04-29 | 12 | 5.00 | Slot 1749 (2 Floor, East Wing) | 621.310285 B4 | 199246 | 2019-04-29 | 7361.20 | Books |