Analytics and optimization for renewable energy integration (Record no. 16631)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 05764cam a2200625Ii 4500 |
| 001 - CONTROL NUMBER | |
| control field | 9780429455094 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | FlBoTFG |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220724194342.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o 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 | 190225s2019 flua ob 001 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | OCoLC-P |
| Language of cataloging | eng |
| Transcribing agency | OCoLC-P |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780429455094 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0429455097 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780429847691 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0429847696 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780429847684 |
| Qualifying information | (electronic bk. : Mobipocket) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0429847688 |
| Qualifying information | (electronic bk. : Mobipocket) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780429847707 |
| Qualifying information | (electronic bk. : PDF) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 042984770X |
| Qualifying information | (electronic bk. : PDF) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 1138316822 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781138316829 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)1088315474 |
| Canceled/invalid control number | (OCoLC)1089235906 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC-P)1088315474 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | TJ808 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | TEC |
| Subject category code subdivision | 009070 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | TEC |
| Subject category code subdivision | 031020 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | SCI |
| Subject category code subdivision | 024000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | TEC |
| Subject category code subdivision | 007000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | TJF |
| Source | bicssc |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 621.042 |
| Edition number | 23 |
| 245 00 - TITLE STATEMENT | |
| Title | Analytics and optimization for renewable energy integration |
| Medium | [electronic resource] / |
| Statement of responsibility, etc. | Ning Zhang, Chongqing Kang, Ershun Du, Yi Wang. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Boca Raton, FL : |
| Name of publisher, distributor, etc. | CRC Press, |
| Date of publication, distribution, etc. | 2019. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource : |
| Other physical details | color illustrations |
| 490 1# - SERIES STATEMENT | |
| Series statement | Energy analytics |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Cover; Half Title; Title Page; Copyright Page; Dedication; Table of Contents; Preface; List of Abbreviations; I: Mathematical Foundations; 1: Basic Stochastic Mathematics; 1.1 Random Variables, Probability Distribution, and Scenarios; 1.1.1 Random Variables; 1.1.2 Probability Distribution; 1.1.3 Scenario; 1.2 Multivariate Probabilistic Distributions; 1.2.1 Joint Distribution; 1.2.2 Marginal Distribution; 1.2.3 Conditional Distribution; 1.3 Stochastic Process; 1.4 Stochastic Differential Equation; 1.5 Stochastic Optimization; 1.5.1 Two-Stage Stochastic Programming |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1.5.2 Chance-constrained stochastic programming1.6 Summary; 2: Copula Theory and Dependent Probabilistic Sequence Operation; 2.1 Introduction; 2.2 Dependencies and Copula Theory; 2.3 Dependent Probabilistic Sequence Operation; 2.4 High-Dimensional DPSO Computation; 2.4.1 Grouping Stage; 2.4.2 Gaussian-Distribution-Based Aggregation Stage; 2.4.3 Small-Scale Sampling Stage; 2.4.4 Recursive Sample-Guided DPSO; 2.4.5 Discussions on Computational Complexity and Error; 2.4.6 Case Study; 2.5 Summary; II: Uncertainty Modeling and Analytics; 3: Long-Term Uncertainty of Renewable Energy Generation |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 3.1 Overview3.2 Wind Power Long-Term Uncertainty Characteristics; 3.2.1 Power Generation Model of a Wind Turbine; 3.2.2 Probabilistic Distribution of Wind Power; 3.2.3 Spatio-Temporal Correlations of Wind Power Output; 3.2.4 Empirical Study; 3.3 PV Power Long-Term Uncertainty Characteristic; 3.3.1 PV Output Model; 3.3.2 Unshaded Solar Irradiation Model; 3.3.3 Uncertainty Analysis of PV Output; 3.3.4 Spatial Correlation between PV Outputs; 3.4 Summary; 4: Short-Term Renewable Energy Output Forecasting; 4.1 Overview; 4.2 Short-Term Forecasting Framework; 4.2.1 Dataset and Definitions |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 4.2.2 Proposed Methodology4.3 Improving Forecasting Using Adjustment of MWP; 4.3.1 Wind Power Forecast Engine; 4.3.2 Abnormal Detection; 4.3.3 Data Adjustment Engine; 4.4 Case Study; 4.4.1 Indices for Evaluating the Prediction Accuracy; 4.4.2 Wind Power Forecast Engine; 4.4.3 Abnormal Detection; 4.4.4 Data Adjustment Engine; 4.4.5 Results Analysis; 4.5 Summary; 5: Short-Term Uncertainty of Renewable Energy Generation; 5.1 Overview; 5.2 Wind Power Short-Term Uncertainty Modeling; 5.2.1 Modeling Conditional Error for a Single Wind Farm; 5.2.2 Modeling Conditional Errors for Multiple Wind Farms |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 5.2.3 Standard Modeling Procedure5.2.4 Discussion; 5.2.5 Empirical Analysis: The U.S. East Coast; 5.3 PV Power Short-Term Uncertainty Modeling; 5.3.1 Effect of Weather Factors on the Conditional Forecast Error of PV; 5.3.2 Standard Modeling Procedure; 5.3.3 Accuracy Analysis; 5.3.4 Empirical Analysis; 5.4 Summary; 6: Renewable Energy Output Simulation; 6.1 Overview; 6.2 Multiple Wind Farm Output Simulation; 6.2.1 Historical Wind Speed Data Processing; 6.2.2 Generating Wind Speed Time Series; 6.2.3 Calculating Wind Turbine Output; 6.2.4 Wind Turbine Reliability Model and Wake Effect |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The scope of this book covers the modeling and forecast of renewable energy and operation and planning of power system with renewable energy integration.The first part presents mathematical theories of stochastic mathematics; the second presents modeling and analytic techniques for renewable energy generation; the third provides solutions on how to handle the uncertainty of renewable energy in power system operation. It includes advanced stochastic unit commitment models to acquire the optimal generation schedule under uncertainty, efficient algorithms to calculate the probabilistic power, and an efficient operation strategy for renewable power plants participating in electricity markets. |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | OCLC-licensed vendor bibliographic record. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Renewable resource integration. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Renewable energy sources. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | TECHNOLOGY & ENGINEERING / Mechanical. |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | SCIENCE / Energy |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | TECHNOLOGY / Electricity |
| Source of heading or term | bisacsh |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Zhang, Ning, |
| Relator term | author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Kang, Chongqing, |
| Relator term | author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Du, Ershun, |
| Relator term | author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Wang, Yi, |
| Relator term | author. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Read Online |
| Uniform Resource Identifier | <a href="https://www.taylorfrancis.com/books/9780429455094">https://www.taylorfrancis.com/books/9780429455094</a> |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | OCLC metadata license agreement |
| Uniform Resource Identifier | <a href="http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf">http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | eBook |
No items available.