Economics of distributed storage systems: an economic analysis of arbitrage-maximizing storage systems at the end consumer level
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Karlsruhe
KIT Scientific Publ.
2010
|
| Schlagworte: | |
| Online-Zugang: | Volltext Inhaltsverzeichnis |
| Beschreibung: | Hergestellt on demand. - Zusätzliches Online-Angebeot unter http://www.ksp.kit.edu/shop/isbn/978-3-86644-561-1 |
| Beschreibung: | XVIII, 163 S. graph. Darst. 24 cm, 450 g |
| ISBN: | 9783866445611 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV040262644 | ||
| 003 | DE-604 | ||
| 005 | 20130211 | ||
| 007 | t | ||
| 008 | 120620s2010 gw d||| m||| 00||| eng d | ||
| 015 | |a 10,N49 |2 dnb | ||
| 015 | |a 11,A15 |2 dnb | ||
| 016 | 7 | |a 1008652415 |2 DE-101 | |
| 020 | |a 9783866445611 |c kart. : EUR 38.00 (DE) |9 978-3-86644-561-1 | ||
| 024 | 3 | |a 9783866445611 | |
| 035 | |a (OCoLC)700645470 | ||
| 035 | |a (DE-599)DNB1008652415 | ||
| 040 | |a DE-604 |b ger |e rakddb | ||
| 041 | 0 | |a eng | |
| 044 | |a gw |c XA-DE-BW | ||
| 049 | |a DE-945 | ||
| 082 | 0 | |a 333.79411 |2 22/ger | |
| 084 | |a QT 000 |0 (DE-625)142105: |2 rvk | ||
| 084 | |a 333.7 |2 sdnb | ||
| 084 | |a 620 |2 sdnb | ||
| 100 | 1 | |a Ahlert, Klaus-Henning |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Economics of distributed storage systems |b an economic analysis of arbitrage-maximizing storage systems at the end consumer level |c by Klaus-Henning Ahlert |
| 264 | 1 | |a Karlsruhe |b KIT Scientific Publ. |c 2010 | |
| 300 | |a XVIII, 163 S. |b graph. Darst. |c 24 cm, 450 g | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Hergestellt on demand. - Zusätzliches Online-Angebeot unter http://www.ksp.kit.edu/shop/isbn/978-3-86644-561-1 | ||
| 502 | |a Zugl.: Karlsruher Inst. für Technologie, Diss., 2010 | ||
| 650 | 0 | 7 | |a Erneuerbare Energien |0 (DE-588)4068598-6 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Diskontinuierlicher Vorgang |0 (DE-588)4297400-8 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Dezentrale Energiespeicherung |0 (DE-588)7741669-7 |2 gnd |9 rswk-swf |
| 655 | 7 | |0 (DE-588)4113937-9 |a Hochschulschrift |2 gnd-content | |
| 689 | 0 | 0 | |a Dezentrale Energiespeicherung |0 (DE-588)7741669-7 |D s |
| 689 | 0 | 1 | |a Erneuerbare Energien |0 (DE-588)4068598-6 |D s |
| 689 | 0 | 2 | |a Diskontinuierlicher Vorgang |0 (DE-588)4297400-8 |D s |
| 689 | 0 | |C b |5 DE-604 | |
| 856 | 4 | 1 | |u http://digbib.ubka.uni-karlsruhe.de/volltexte/documents/1519405 |z kostenfrei |3 Volltext |
| 856 | 4 | 2 | |m DNB Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025118387&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 912 | |a ebook | ||
| 999 | |a oai:aleph.bib-bvb.de:BVB01-025118387 | ||
Datensatz im Suchindex
| _version_ | 1804149264388980736 |
|---|---|
| adam_text | IMAGE 1
CONTENTS
LIST OF FIGURES XIII
LIST OF TABLES XV
ABBREVIATIONS XVII
1 INTRODUCTION 1
1.1 PROBLEM 1
1.2 STRUCTURE OF THE THESIS 2
1 SENSITIVITY ANALYSIS OF THE ECONOMICS OF A DISTRIBUTED STORAGE SYSTEM
AT THE END CONSUMER LEVEL 5
2 STORAGE SYSTEMS AT THE END CONSUMER LEVEL 7
2.1 OBJECTIVE AND STRUCTURE OF PART I 8
2.2 RELATED LITERATURE 9
2.2.1 STORAGE APPLICATIONS 10
2.2.2 EXISTING MODELING APPROACHES 14
3 DESIGN AND ANALYSIS OF STORAGE OPTIMIZATION MODELS 19
3.1 BASIC ESTIMATION MODEL 19
3.1.1 PARAMETERS AND DATA SOURCES 19
3.1.2 MODEL DEFINITION 21
3.1.3 RESULTS 22
3.2 LINEAR OPTIMIZATION MODEL 24
3.2.1 PARAMETERS 24
3.2.2 MODEL DEFINITION 27
3.2.3 DATA SOURCES AND ANALYSIS SCENARIOS 36
3.2.4 ANALYSIS RESULTS 36
3.3 SUMMARY 48
3.3.1 CONTRIBUTION TO SCIENTIFIC LITERATURE 49
3.3.2 PRACTICAL RELEVANCE OF THE FINDINGS 49
BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/1008652415
DIGITALISIERT DURCH
IMAGE 2
X CONTENTS
II ECONOMIC IMPACT OF PRICE AND LOAD FORECAST ERRORS ON DISTRIBUTED
STORAGE SYSTEMS 51
4 PRICE AND LOAD FORECASTING IN THE ELECTRICITY SECTOR 53
4.1 OBJECTIVE AND STRUCTURE OF PART II 55
4.2 RELATED LITERATURE 55
4.2.1 LOAD FORECASTING 55
4.2.2 SMALL UNIT LOAD FORECASTING 56
4.2.3 PRICE FORECASTING 56
4.2.4 ECONOMIC IMPACT OF FORECAST ERRORS 57
4.2.5 AUTOCORRELATION OF FORECAST ERRORS 60
4.2.6 FORECAST UNCERTAINTIES IN STORAGE MODELS 60
5 FORECAST ERROR SIMULATION IN STORAGE MODELS 63
5.1 FORECAST GENERATION 65
5.1.1 DERIVATION OF THE STANDARD DEVIATION R 67
5.1.2 DETERMINING THE MEAN ABSOLUTE PERCENTAGE ERROR OF NORMALLY
DISTRIBUTED VARIABLES 67
5.2 SCHEDULE DETERMINATION 69
5.2.1 SCHEDULING ALGORITHM USING LINEAR OPTIMIZATION 69 5.2.2 HEURISTIC
SCHEDULING ALGORITHM 70
5.3 SCHEDULE EXECUTION 74
5.4 SIMULATION SCENARIOS 74
5.4.1 LOAD FORECAST SCENARIOS 75
5.4.2 PRICE FORECAST SCENARIOS 75
5.4.3 COMBINED PRICE AND LOAD FORECAST SCENARIOS 76
5.5 SIMULATION RESULTS 77
5.5.1 LOAD FORECAST SCENARIOS 77
5.5.2 PRICE FORECAST SCENARIOS 82
5.5.3 COMBINED PRICE AND LOAD FORECAST SCENARIOS 85
5.6 SUMMARY 90
5.6.1 CONTRIBUTION TO SCIENTIFIC LITERATURE 91
5.6.2 PRACTICAL RELEVANCE OF THE FINDINGS 92
III MARKET-WIDE POTENTIAL OF DISTRIBUTED STORAGE SYSTEMS AS DEMAND
RESPONSE AGENTS 93
6 D E M A ND R E S P O N S I V E N E SS ON E L E C T R I C I TY M A R K
E TS 95
6.1 OBJECTIVE AND S T R U C T U RE OF P A RT III 97
6.2 RELATED L I T E R A T U RE 97
6.2.1 DEFINITION OF ELEMENTARY TERMS 98
6.2.2 REVIEWS OF D E M A ND RESPONSE P R O G R A MS 99
6.2.3 ECONOMIC I M P A CT OF FLEXIBLE PRICING AND PRICE ELASTICITY . .
.. 100
6.2.4 EFFECTS OF INCREASING SHARES OF RENEWABLE ENERGY SOURCES . . ..
102
IMAGE 3
CONTENTS XI
7 STORAGE MODELS CONSIDERING THE PRICE IMPACT OF DEMAND RESPONSE 105 7.1
BASIC ANALYSIS VARIABLES 105
7.1.1 CHARACTERISTICS OF THE LOAD CURVE 107
7.1.2 CHARACTERISTICS OF THE PRICE CURVE 109
7.2 ESTIMATION MODEL 112
7.2.1 MATHEMATICAL FORMULATION 112
7.2.2 RESULTS AND INTERPRETATION 115
7.3 MARKET-WIDE ANALYSIS MODEL 116
7.3.1 MATHEMATICAL FORMULATION 117
7.3.2 GENERIC SOLUTION FOR THE MINIMIZATION PROBLEM 118
7.3.3 ANALYSIS PARAMETERS AND ASSUMPTIONS 121
7.4 ANALYSIS RESULTS 123
7.4.1 CAPACITY VARIATION ANALYSIS 123
7.4.2 CONSTRAINT ANALYSIS 124
7.4.3 STORAGE CAPACITY COST ANALYSIS 125
7.4.4 SENSITIVITY ANALYSIS 126
7.4.5 SPREAD ANALYSIS 128
7.5 SUMMARY 129
7.5.1 CONTRIBUTION TO SCIENTIFIC LITERATURE 130
7.5.2 PRACTICAL RELEVANCE OF THE FINDINGS 131
8 CONCLUSIONS & OUTLOOK 133
8.1 LIMITATIONS OF THE APPROACH 135
8.2 FURTHER RESEARCH 135
REFERENCES 139
APPENDIX 151
A DERIVATION OF STORAGE DEPRECIATION COSTS 151
B OVERVIEW OF MODEL VARIABLES 155
C CONTROL FLOWS OF THE HEURISTIC SCHEDULING ALGORITHMS 159
|
| any_adam_object | 1 |
| author | Ahlert, Klaus-Henning |
| author_facet | Ahlert, Klaus-Henning |
| author_role | aut |
| author_sort | Ahlert, Klaus-Henning |
| author_variant | k h a kha |
| building | Verbundindex |
| bvnumber | BV040262644 |
| classification_rvk | QT 000 |
| collection | ebook |
| ctrlnum | (OCoLC)700645470 (DE-599)DNB1008652415 |
| dewey-full | 333.79411 |
| dewey-hundreds | 300 - Social sciences |
| dewey-ones | 333 - Economics of land and energy |
| dewey-raw | 333.79411 |
| dewey-search | 333.79411 |
| dewey-sort | 3333.79411 |
| dewey-tens | 330 - Economics |
| discipline | Maschinenbau / Maschinenwesen Wirtschaftswissenschaften |
| format | Thesis Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>02232nam a2200517 c 4500</leader><controlfield tag="001">BV040262644</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20130211 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">120620s2010 gw d||| m||| 00||| eng d</controlfield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">10,N49</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">11,A15</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="016" ind1="7" ind2=" "><subfield code="a">1008652415</subfield><subfield code="2">DE-101</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783866445611</subfield><subfield code="c">kart. : EUR 38.00 (DE)</subfield><subfield code="9">978-3-86644-561-1</subfield></datafield><datafield tag="024" ind1="3" ind2=" "><subfield code="a">9783866445611</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)700645470</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)DNB1008652415</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rakddb</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">gw</subfield><subfield code="c">XA-DE-BW</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-945</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">333.79411</subfield><subfield code="2">22/ger</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">QT 000</subfield><subfield code="0">(DE-625)142105:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">333.7</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">620</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Ahlert, Klaus-Henning</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Economics of distributed storage systems</subfield><subfield code="b">an economic analysis of arbitrage-maximizing storage systems at the end consumer level</subfield><subfield code="c">by Klaus-Henning Ahlert</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Karlsruhe</subfield><subfield code="b">KIT Scientific Publ.</subfield><subfield code="c">2010</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XVIII, 163 S.</subfield><subfield code="b">graph. Darst.</subfield><subfield code="c">24 cm, 450 g</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Hergestellt on demand. - Zusätzliches Online-Angebeot unter http://www.ksp.kit.edu/shop/isbn/978-3-86644-561-1</subfield></datafield><datafield tag="502" ind1=" " ind2=" "><subfield code="a">Zugl.: Karlsruher Inst. für Technologie, Diss., 2010</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Erneuerbare Energien</subfield><subfield code="0">(DE-588)4068598-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Diskontinuierlicher Vorgang</subfield><subfield code="0">(DE-588)4297400-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Dezentrale Energiespeicherung</subfield><subfield code="0">(DE-588)7741669-7</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="655" ind1=" " ind2="7"><subfield code="0">(DE-588)4113937-9</subfield><subfield code="a">Hochschulschrift</subfield><subfield code="2">gnd-content</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Dezentrale Energiespeicherung</subfield><subfield code="0">(DE-588)7741669-7</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Erneuerbare Energien</subfield><subfield code="0">(DE-588)4068598-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Diskontinuierlicher Vorgang</subfield><subfield code="0">(DE-588)4297400-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="C">b</subfield><subfield code="5">DE-604</subfield></datafield><datafield tag="856" ind1="4" ind2="1"><subfield code="u">http://digbib.ubka.uni-karlsruhe.de/volltexte/documents/1519405</subfield><subfield code="z">kostenfrei</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">DNB Datenaustausch</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025118387&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ebook</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-025118387</subfield></datafield></record></collection> |
| genre | (DE-588)4113937-9 Hochschulschrift gnd-content |
| genre_facet | Hochschulschrift |
| id | DE-604.BV040262644 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T00:20:16Z |
| institution | BVB |
| isbn | 9783866445611 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-025118387 |
| oclc_num | 700645470 |
| open_access_boolean | 1 |
| owner | DE-945 |
| owner_facet | DE-945 |
| physical | XVIII, 163 S. graph. Darst. 24 cm, 450 g |
| psigel | ebook |
| publishDate | 2010 |
| publishDateSearch | 2010 |
| publishDateSort | 2010 |
| publisher | KIT Scientific Publ. |
| record_format | marc |
| spelling | Ahlert, Klaus-Henning Verfasser aut Economics of distributed storage systems an economic analysis of arbitrage-maximizing storage systems at the end consumer level by Klaus-Henning Ahlert Karlsruhe KIT Scientific Publ. 2010 XVIII, 163 S. graph. Darst. 24 cm, 450 g txt rdacontent n rdamedia nc rdacarrier Hergestellt on demand. - Zusätzliches Online-Angebeot unter http://www.ksp.kit.edu/shop/isbn/978-3-86644-561-1 Zugl.: Karlsruher Inst. für Technologie, Diss., 2010 Erneuerbare Energien (DE-588)4068598-6 gnd rswk-swf Diskontinuierlicher Vorgang (DE-588)4297400-8 gnd rswk-swf Dezentrale Energiespeicherung (DE-588)7741669-7 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Dezentrale Energiespeicherung (DE-588)7741669-7 s Erneuerbare Energien (DE-588)4068598-6 s Diskontinuierlicher Vorgang (DE-588)4297400-8 s b DE-604 http://digbib.ubka.uni-karlsruhe.de/volltexte/documents/1519405 kostenfrei Volltext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025118387&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Ahlert, Klaus-Henning Economics of distributed storage systems an economic analysis of arbitrage-maximizing storage systems at the end consumer level Erneuerbare Energien (DE-588)4068598-6 gnd Diskontinuierlicher Vorgang (DE-588)4297400-8 gnd Dezentrale Energiespeicherung (DE-588)7741669-7 gnd |
| subject_GND | (DE-588)4068598-6 (DE-588)4297400-8 (DE-588)7741669-7 (DE-588)4113937-9 |
| title | Economics of distributed storage systems an economic analysis of arbitrage-maximizing storage systems at the end consumer level |
| title_auth | Economics of distributed storage systems an economic analysis of arbitrage-maximizing storage systems at the end consumer level |
| title_exact_search | Economics of distributed storage systems an economic analysis of arbitrage-maximizing storage systems at the end consumer level |
| title_full | Economics of distributed storage systems an economic analysis of arbitrage-maximizing storage systems at the end consumer level by Klaus-Henning Ahlert |
| title_fullStr | Economics of distributed storage systems an economic analysis of arbitrage-maximizing storage systems at the end consumer level by Klaus-Henning Ahlert |
| title_full_unstemmed | Economics of distributed storage systems an economic analysis of arbitrage-maximizing storage systems at the end consumer level by Klaus-Henning Ahlert |
| title_short | Economics of distributed storage systems |
| title_sort | economics of distributed storage systems an economic analysis of arbitrage maximizing storage systems at the end consumer level |
| title_sub | an economic analysis of arbitrage-maximizing storage systems at the end consumer level |
| topic | Erneuerbare Energien (DE-588)4068598-6 gnd Diskontinuierlicher Vorgang (DE-588)4297400-8 gnd Dezentrale Energiespeicherung (DE-588)7741669-7 gnd |
| topic_facet | Erneuerbare Energien Diskontinuierlicher Vorgang Dezentrale Energiespeicherung Hochschulschrift |
| url | http://digbib.ubka.uni-karlsruhe.de/volltexte/documents/1519405 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025118387&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT ahlertklaushenning economicsofdistributedstoragesystemsaneconomicanalysisofarbitragemaximizingstoragesystemsattheendconsumerlevel |