Universal Smart Grid Agent for Distributed Power Generation Management. (Record no. 45481)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 04911cam a2200577Mu 4500 |
| 001 - CONTROL NUMBER | |
| control field | on1028234286 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20230405100223.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr |n|---||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 180310s2017 gw o 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | EBLCP |
| Language of cataloging | eng |
| Description conventions | pn |
| Transcribing agency | EBLCP |
| Modifying agency | YDX |
| -- | EZ9 |
| -- | OCLCQ |
| -- | UKKNU |
| -- | OCLCF |
| -- | OCLCO |
| -- | UAB |
| -- | OCLCQ |
| -- | N$T |
| 019 ## - | |
| -- | 1028592037 |
| -- | 1028655432 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783832592233 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 3832592237 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 3832545123 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783832545123 |
| Qualifying information | (electronic bk.) |
| 024 3# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 9783832545123 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | 1727772 |
| -- | (N$T) |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)1028234286 |
| Canceled/invalid control number | (OCoLC)1028592037 |
| -- | (OCoLC)1028655432 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | Internet Access |
| Item number | AEU |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | TK |
| Source | lcco |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.32 |
| Edition number | 23 |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | MAIN |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Veith, Eric Msp. |
| 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 online resource (268 pages) |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 588 0# - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Print version record. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Intro; 1 Introduction; 1.1 Motivation; 1.2 Contribution and Constraints; 1.3 Overview; 2 Fundamentals and Related Work; 2.1 The Electric Power Grid; 2.2 Simulation and Modeling; 2.3 Computer Networks; 2.4 Artificial Intelligence; 2.5 Boolean Algebra; 3 Approaching the Smart Grid by Modeling and Simulation; 3.1 Models of the Power Grid; 3.2 Reference Situation; 3.3 Smart Grid Simulation Environment; 3.4 Data Quality Assessment and its Influence on Simulation Runs; 4 The Universal Grid Agent; 4.1 Modular Design Principle; 4.2 Interfaces; 4.3 Agent Behavior; 5 Forecasting Power Demand and Supply. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 5.1 Design of the Forecaster Universal Smart Grid Agent Module5.2 The Multipart Evolutionary Training Algorithm for Artificial Neural Networks; 5.3 Forecasting Accuracy and Efficiency; 6 Social Component: Inter-Agent Communication; 6.1 Motivation; 6.2 Design Principles; 6.3 Data Encoding; 6.4 Analysis; 7 Modeling and Calculating Demand and Supply for Agents; 7.1 Agent-Local Power Balance; 7.2 The Combinatorial Demand-Supply Problem; 7.3 A Boolean Model of Demand and Supply; 7.4 Evaluation of Efficiency; 8 Conclusion. |
| 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. |
| 590 ## - LOCAL NOTE (RLIN) | |
| Local note | Added to collection customer.56279.3 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Technology. |
| 650 #2 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Technology |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Technologie. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computers / Computer Science. |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Technology & Engineering / Construction. |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Technology. |
| Source of heading or term | fast |
| Authority record control number or standard number | (OCoLC)fst01145078 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Main entry heading | Veith, Eric Msp. |
| Title | Universal Smart Grid Agent for Distributed Power Generation Management. |
| Place, publisher, and date of publication | Berlin : Logos Verlag Berlin, �2017 |
| International Standard Book Number | 9783832545123 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | EBSCOhost |
| Uniform Resource Identifier | <a href="https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1727772">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1727772</a> |
| 938 ## - | |
| -- | Knowledge Unlatched |
| -- | KNOW |
| -- | f45f7394-0d37-412c-86d2-f98573a60f48 |
| 938 ## - | |
| -- | EBL - Ebook Library |
| -- | EBLB |
| -- | EBL5313486 |
| 938 ## - | |
| -- | YBP Library Services |
| -- | YANK |
| -- | 15212074 |
| 938 ## - | |
| -- | EBSCOhost |
| -- | EBSC |
| -- | 1727772 |
| 994 ## - | |
| -- | 92 |
| -- | N$T |
No items available.