Universal Smart Grid Agent for Distributed Power Generation Management (Record no. 40663)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02948naaaa2200313uu 4500 |
| 001 - CONTROL NUMBER | |
| control field | https://directory.doabooks.org/handle/20.500.12854/75065 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220219200717.0 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 4512 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783832545123 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.30819/4512 |
| Terms of availability | doi |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | dc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UTR |
| Source | bicssc |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | MSP Veith, Eric |
| Relationship | auth |
| 245 10 - TITLE STATEMENT | |
| Title | Universal Smart Grid Agent for Distributed Power Generation Management |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Berlin |
| Name of publisher, distributor, etc. | Logos Verlag Berlin |
| Date of publication, distribution, etc. | 2017 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 electronic resource (266 p.) |
| 506 0# - RESTRICTIONS ON ACCESS NOTE | |
| Terms governing access | Open Access |
| Source of term | star |
| Standardized terminology for access restriction | Unrestricted online access |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | ``Somewhere, there is always wind blowing or the sun shining.'' This maxim could lead the global shift from fossil to renewable energy sources, suggesting that there is enough energy available to be turned into electricity. But the already impressive numbers that are available today, along with the European Union's 20-20-20 goal---to power 20% of the EU energy consumption from renewables until 2020---, might mislead us over the problem that the go-to renewables readily available rely on a primary energy source mankind cannot control: the weather. At the same time, the notion of the smart grid introduces a vast array of new data coming from sensors in the power grid, at wind farms, power plants, transformers, and consumers. The new wealth of information might seem overwhelming, but can help to manage the different actors in the power grid. This book proposes to view the problem of power generation and distribution in the face of increased volatility as a problem of information distribution and processing. It enhances the power grid by turning its nodes into agents that forecast their local power balance from historical data, using artificial neural networks and the multi-part evolutionary training algorithm described in this book. They pro-actively communicate power demand and supply, adhering to a set of behavioral rules this book defines, and finally solve the 0-1 knapsack problem of choosing offers in such a way that not only solves the disequilibrium, but also minimizes line loss, by elegant modeling in the Boolean domain. The book shows that the Divide-et-Impera approach of a distributed grid control can lead to an efficient, reliable integration of volatile renewable energy sources into the power grid. |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE | |
| Terms governing use and reproduction | Creative Commons |
| Use and reproduction rights | https://creativecommons.org/licenses/by-nc-sa/4.0/ |
| Source of term | cc |
| -- | https://creativecommons.org/licenses/by-nc-sa/4.0/ |
| 546 ## - LANGUAGE NOTE | |
| Language note | English |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Distributed systems |
| Source of heading or term | bicssc |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Smart Grid |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Power Grid Management |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Artificial Intelligence |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Boolean Algebra |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Host name | www.oapen.org |
| Uniform Resource Identifier | <a href="https://www.logos-verlag.de/ebooks/OA/978-3-8325-4512-3.pdf">https://www.logos-verlag.de/ebooks/OA/978-3-8325-4512-3.pdf</a> |
| Access status | 0 |
| Public note | DOAB: download the publication |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Host name | www.oapen.org |
| Uniform Resource Identifier | <a href="https://directory.doabooks.org/handle/20.500.12854/75065">https://directory.doabooks.org/handle/20.500.12854/75065</a> |
| Access status | 0 |
| Public note | DOAB: description of the publication |
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