Data Mining in Smart Grids (Record no. 75178)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03883naaaa2200637uu 4500 |
| 001 - CONTROL NUMBER | |
| control field | https://directory.doabooks.org/handle/20.500.12854/69209 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220220081025.0 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | books978-3-03943-327-8 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783039433261 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783039433278 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.3390/books978-3-03943-327-8 |
| 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 | KNTX |
| Source | bicssc |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Vaccaro, Alfredo |
| Relationship | edt |
| 245 10 - TITLE STATEMENT | |
| Title | Data Mining in Smart Grids |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Basel, Switzerland |
| Name of publisher, distributor, etc. | MDPI - Multidisciplinary Digital Publishing Institute |
| Date of publication, distribution, etc. | 2020 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 electronic resource (116 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. | Effective smart grid operation requires rapid decisions in a data-rich, but information-limited, environment. In this context, grid sensor data-streaming cannot provide the system operators with the necessary information to act on in the time frames necessary to minimize the impact of the disturbances. Even if there are fast models that can convert the data into information, the smart grid operator must deal with the challenge of not having a full understanding of the context of the information, and, therefore, the information content cannot be used with any high degree of confidence. To address this issue, data mining has been recognized as the most promising enabling technology for improving decision-making processes, providing the right information at the right moment to the right decision-maker. This Special Issue is focused on emerging methodologies for data mining in smart grids. In this area, it addresses many relevant topics, ranging from methods for uncertainty management, to advanced dispatching. This Special Issue not only focuses on methodological breakthroughs and roadmaps in implementing the methodology, but also presents the much-needed sharing of the best practices. Topics include, but are not limited to, the following: Fuzziness in smart grids computing Emerging techniques for renewable energy forecasting Robust and proactive solution of optimal smart grids operation Fuzzy-based smart grids monitoring and control frameworks Granular computing for uncertainty management in smart grids Self-organizing and decentralized paradigms for information processing |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE | |
| Terms governing use and reproduction | Creative Commons |
| Use and reproduction rights | https://creativecommons.org/licenses/by/4.0/ |
| Source of term | cc |
| -- | https://creativecommons.org/licenses/by/4.0/ |
| 546 ## - LANGUAGE NOTE | |
| Language note | English |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Information technology industries |
| Source of heading or term | bicssc |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | voltage regulation |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | smart grid |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | decentralized control architecture |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | multi-agent systems |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | t-SNE algorithm |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | numerical weather prediction |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | data preprocessing |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | data visualization |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | wind power generation |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | partial discharge |
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| Uncontrolled term | gas insulated switchgear |
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| Uncontrolled term | case-based reasoning |
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| Uncontrolled term | data matching |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | variational autoencoder |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | DSHW |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | TBATS |
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| Uncontrolled term | NN-AR |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | time-series clustering |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | decentral smart grid control (DSGC) |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | interpretable and accurate DSGC-stability prediction |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | data mining |
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| Uncontrolled term | computational intelligence |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | fuzzy rule-based classifiers |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | multi-objective evolutionary optimization |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | power systems resilience |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | dynamic Bayesian network |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Markov model |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | probabilistic modeling |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | resilience models |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Vaccaro, Alfredo |
| Relationship | oth |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Host name | www.oapen.org |
| Uniform Resource Identifier | <a href="https://mdpi.com/books/pdfview/book/2981">https://mdpi.com/books/pdfview/book/2981</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/20.500.12854/69209">https://directory.doabooks.org/handle/20.500.12854/69209</a> |
| Access status | 0 |
| Public note | DOAB: description of the publication |
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