Spatio-temporal data analytics for wind energy integration:
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Cham [u.a.]
Springer
2014
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| Schriftenreihe: | SpringerBriefs in Electrical and Computer Engineering
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| Schlagworte: | |
| Online-Zugang: | BHS01 BTU01 FAB01 FAW01 FFW01 FHA01 FHI01 FHN01 FKE01 FRO01 TUM01 UBT01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (VIII, 80 S.) zahlr. Ill. |
| ISBN: | 9783319123196 |
| DOI: | 10.1007/978-3-319-12319-6 |
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Datensatz im Suchindex
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| adam_text | SPATIO-TEMPORAL DATA ANALYTICS FOR WIND ENERGY INTEGRATION
/ YANG, LEI
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
A SPATIO-TEMPORAL ANALYSIS APPROACH FOR SHORT-TERM FORECAST OF WIND FARM
GENERATION
SUPPORT VECTOR MACHINE ENHANCED MARKOV MODEL FOR SHORT-TERM WIND POWER
FORECAST
STOCHASTIC OPTIMIZATION BASED ECONOMIC DISPATCH AND INTERRUPTIBLE LOAD
MANAGEMENT
CONCLUSIONS AND FUTURE WORKS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
SPATIO-TEMPORAL DATA ANALYTICS FOR WIND ENERGY INTEGRATION
/ YANG, LEI
: 2014
ABSTRACT / INHALTSTEXT
THIS SPRINGERBRIEF PRESENTS SPATIO-TEMPORAL DATA ANALYTICS FOR WIND
ENERGY INTEGRATION USING STOCHASTIC MODELING AND OPTIMIZATION METHODS.
IT EXPLORES TECHNIQUES FOR EFFICIENTLY INTEGRATING RENEWABLE ENERGY
GENERATION INTO BULK POWER GRIDS. THE OPERATIONAL CHALLENGES OF WIND,
AND ITS VARIABILITY ARE CAREFULLY EXAMINED. A SPATIO-TEMPORAL ANALYSIS
APPROACH ENABLES THE AUTHORS TO DEVELOP MARKOV-CHAIN-BASED SHORT-TERM
FORECASTS OF WIND FARM POWER GENERATION. TO DEAL WITH THE WIND RAMP
DYNAMICS, A SUPPORT VECTOR MACHINE ENHANCED MARKOV MODEL IS INTRODUCED.
THE STOCHASTIC OPTIMIZATION OF ECONOMIC DISPATCH (ED) AND INTERRUPTIBLE
LOAD MANAGEMENT ARE INVESTIGATED AS WELL. SPATIO-TEMPORAL DATA ANALYTICS
FOR WIND ENERGY INTEGRATION IS VALUABLE FOR RESEARCHERS AND
PROFESSIONALS WORKING TOWARDS RENEWABLE ENERGY INTEGRATION.
ADVANCED-LEVEL STUDENTS STUDYING ELECTRICAL, COMPUTER AND ENERGY
ENGINEERING SHOULD ALSO FIND THE CONTENT USEFUL
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| spelling | Spatio-temporal data analytics for wind energy integration Lei Yang ... Cham [u.a.] Springer 2014 1 Online-Ressource (VIII, 80 S.) zahlr. Ill. txt rdacontent c rdamedia cr rdacarrier SpringerBriefs in Electrical and Computer Engineering Data mining Electric engineering Renewable energy sources Energy Erneuerbare Energien (DE-588)4068598-6 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Windenergie (DE-588)4079329-1 gnd rswk-swf Windenergie (DE-588)4079329-1 s Erneuerbare Energien (DE-588)4068598-6 s Datenanalyse (DE-588)4123037-1 s DE-604 Yang, Lei Sonstige (DE-588)1045771791 oth Erscheint auch als Druckausgabe 978-3-319-12318-9 https://doi.org/10.1007/978-3-319-12319-6 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027685456&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027685456&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Spatio-temporal data analytics for wind energy integration Data mining Electric engineering Renewable energy sources Energy Erneuerbare Energien (DE-588)4068598-6 gnd Datenanalyse (DE-588)4123037-1 gnd Windenergie (DE-588)4079329-1 gnd |
| subject_GND | (DE-588)4068598-6 (DE-588)4123037-1 (DE-588)4079329-1 |
| title | Spatio-temporal data analytics for wind energy integration |
| title_auth | Spatio-temporal data analytics for wind energy integration |
| title_exact_search | Spatio-temporal data analytics for wind energy integration |
| title_full | Spatio-temporal data analytics for wind energy integration Lei Yang ... |
| title_fullStr | Spatio-temporal data analytics for wind energy integration Lei Yang ... |
| title_full_unstemmed | Spatio-temporal data analytics for wind energy integration Lei Yang ... |
| title_short | Spatio-temporal data analytics for wind energy integration |
| title_sort | spatio temporal data analytics for wind energy integration |
| topic | Data mining Electric engineering Renewable energy sources Energy Erneuerbare Energien (DE-588)4068598-6 gnd Datenanalyse (DE-588)4123037-1 gnd Windenergie (DE-588)4079329-1 gnd |
| topic_facet | Data mining Electric engineering Renewable energy sources Energy Erneuerbare Energien Datenanalyse Windenergie |
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