A novel evaluation framework for energy losses in low voltage distribution grids:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Kassel, Hess
Kassel University Press
2020
|
| Schriftenreihe: | Energy Management and Power System Operation
10 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | CXL, 140 Seiten 21 cm x 14.8 cm |
| ISBN: | 9783737608824 3737608822 |
Internformat
MARC
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| 100 | 1 | |a Ma, Chenije |e Verfasser |0 (DE-588)1222911949 |4 aut | |
| 245 | 1 | 0 | |a A novel evaluation framework for energy losses in low voltage distribution grids |c Chenjie Ma |
| 263 | |a 202011 | ||
| 264 | 1 | |a Kassel, Hess |b Kassel University Press |c 2020 | |
| 300 | |a CXL, 140 Seiten |c 21 cm x 14.8 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Energy Management and Power System Operation |v 10 | |
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| 653 | |a System efficiency | ||
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| 653 | |a energy losses | ||
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Datensatz im Suchindex
| _version_ | 1804182025527099392 |
|---|---|
| adam_text | CONTENTS
ABSTRACT
I
KURZFASSUNG
II
ACRONYMS
III
PUBLICATIONS
V
1
INTRODUCTION
1
1.1
RESEARCH
BACKGROUND
.....................................................................................
1
1.2
RESEARCH
OBJECTIVES
AND
THE
SCIENTIFIC
APPROACH
.............................................
3
1.3
STRUCTURE
OF
THE
THESIS
.....................................................................................
5
2
GRID
LOSSES
IN
POWER
DISTRIBUTION
SYSTEMS
7
2.1
MAPPING
ENERGY
LOSSES
IN
POWER
SYSTEMS
....................................................
8
2.2
SOURCE
OF
THE
TECHNICAL
LOSSES
IN
DISTRIBUTION
GRIDS
.......................................
9
2.3
REGULATORY
TREATMENT
OF
GRID
LOSSES
...............................................................
11
2.4
POSSIBLE
MEASURES
FOR
LOSS
REDUCTION
................................................................
12
2.4.1
TRADITIONAL
MEASURES
..........................................................................
13
2.4.2
SMART
GRID
MEASURES
..............................................................................
16
2.5
CONCLUSION
......................................................................................................
19
3
EVALUATION
OF
GRID
LOSSES
BASED
ON
ADVANCED
REFERENCE
GRID
MOD
ELING
21
3.1
LITERATURE
REVIEW
..............................................................................................
23
3.1.1
ANALYTICAL
LOSS
EVALUATION
.....................................................................
24
VII
3.1.2
LOSS
EVALUATION
BASED
ON
SYNTHETIC
GRID
MODELS
..................................
25
3.1.3
LOSS
EVALUATION
BASED
ON
REFERENCE
GRID
MODELS
..................................
26
3.1.4
CURRENT
RESEARCH
GAPS
...........................................................................
28
3.2
PROPOSED
EVALUATION
APPROACH
.........................................................................
29
3.2.1
AUTOMATIC
GENERATION
OF
GRID
MODELS
..................................................
30
3.2.2
CALCULATION
OF
GRID
LOSSES
......................................................................
34
3.2.3
COMPREHENSIVE
EVALUATION
OF
GRID
FEATURES
..........................................
35
3.2.4
ADVANCED
REFERENCE
GRID
MODELING
(RGM)
..........................................
41
3.3
CASE
STUDY
AND
VALIDATION
SCHEMES
...................................................................
43
3.3.1
INVESTIGATED
GRID
AREA
AND
GRID
LOSSES
..................................................
43
3.3.2
FEATURE
PROPERTIES
AND
FEATURE
NORMALIZATION
.......................................
46
3.3.3
VALIDATION
SCHEMES
.................................................................................
47
3.3.4
PARAMETER
SELECTION
FOR
REGRESSION
METHODS
..........................................
50
3.4
RESULTS
AND
DISCUSSION
......................................................................................
53
3.4.1
PERFORMANCE
ANALYSIS
OF
THE
PROPOSED
RGM
APPROACH
.......................
54
3.4.2
COMPARISON
OF
THE
RGM
WITH
OTHER
REGRESSION
SCHEMES
....................
60
3.5
CONCLUSIONS
.......................................................................................................
63
4
EVALUATION
OF
THE
IMPACT
OF
DISTRIBUTED
GENERATION
ON
GRID
LOSSES
65
4.1
LITERATURE
REVIEW
...............................................................................................
67
4.1.1
NUMERICAL
APPROACH
FOR
LOSS
EVALUATION
................................................
67
4.1.2
ANALYTICAL
APPROACH
FOR
LOSS
EVALUATION
................................................
70
4.1.3
HEURISTIC
APPROACH
FOR
LOSS
EVALUATION
..................................................
71
4.1.4
CURRENT
RESEARCH
GAPS
...........................................................................
72
4.2
ANNUAL
GRID
ENERGY
LOSS
INDICATOR
(ALI)
...........................................................
72
4.2.1
FORMULATION
OF
GRID
LOSSES
IN
PREVIOUS
WORKS
.......................................
72
4.2.2
THE
FORMULATION
OF
ALI
........................................................................
74
4.3
CASE
STUDY
..........................................................................................................
78
4.3.1
LOAD
AND
GENERATOR
MODELS
...................................................................
78
4.3.2
LV
GRID
MODELS
......................................................................................
78
4.3.3
SENSITIVITY
ANALYSIS
OF
THE
IMPACT
OF
DISTRIBUTED
GENERATOR
..............
81
4.4
DISCUSSION
OF
CASE
STUDY
RESULTS
........................................................................
84
4.4.1
DG
PENETRATION
AND
GRID
LOSSES
.............................................................
85
4.4.2
EVALUATION
OF
THE
INDICATOR
ALI
.............................................................
86
4.4.3
DG
DISTRIBUTION
FACTOR
AND
GRID
LOSSES
..................................................
89
VIII
4.5
CONCLUSIONS
.....................................................................................................
92
5
SUMMARY
AND
OUTLOOK
95
5.1
MAIN
CONTRIBUTIONS
............................................................................................
95
5.2
RECOMMENDATION
FOR
ACTIONS
REGARDING
MANAGEMENT
OF
GRID
LOSSES
IN
DISTRI
BUTION
SYSTEMS
............................................................................................
96
5.3
FUTURE
WORK
.......................................................................................................
97
ACKNOWLEDGMENTS
99
SYMBOLS
101
LIST
OF
TABLES
107
LIST
OF
FIGURES
109
BIBLIOGRAPHY
111
IX
|
| adam_txt |
CONTENTS
ABSTRACT
I
KURZFASSUNG
II
ACRONYMS
III
PUBLICATIONS
V
1
INTRODUCTION
1
1.1
RESEARCH
BACKGROUND
.
1
1.2
RESEARCH
OBJECTIVES
AND
THE
SCIENTIFIC
APPROACH
.
3
1.3
STRUCTURE
OF
THE
THESIS
.
5
2
GRID
LOSSES
IN
POWER
DISTRIBUTION
SYSTEMS
7
2.1
MAPPING
ENERGY
LOSSES
IN
POWER
SYSTEMS
.
8
2.2
SOURCE
OF
THE
TECHNICAL
LOSSES
IN
DISTRIBUTION
GRIDS
.
9
2.3
REGULATORY
TREATMENT
OF
GRID
LOSSES
.
11
2.4
POSSIBLE
MEASURES
FOR
LOSS
REDUCTION
.
12
2.4.1
TRADITIONAL
MEASURES
.
13
2.4.2
SMART
GRID
MEASURES
.
16
2.5
CONCLUSION
.
19
3
EVALUATION
OF
GRID
LOSSES
BASED
ON
ADVANCED
REFERENCE
GRID
MOD
ELING
21
3.1
LITERATURE
REVIEW
.
23
3.1.1
ANALYTICAL
LOSS
EVALUATION
.
24
VII
3.1.2
LOSS
EVALUATION
BASED
ON
SYNTHETIC
GRID
MODELS
.
25
3.1.3
LOSS
EVALUATION
BASED
ON
REFERENCE
GRID
MODELS
.
26
3.1.4
CURRENT
RESEARCH
GAPS
.
28
3.2
PROPOSED
EVALUATION
APPROACH
.
29
3.2.1
AUTOMATIC
GENERATION
OF
GRID
MODELS
.
30
3.2.2
CALCULATION
OF
GRID
LOSSES
.
34
3.2.3
COMPREHENSIVE
EVALUATION
OF
GRID
FEATURES
.
35
3.2.4
ADVANCED
REFERENCE
GRID
MODELING
(RGM)
.
41
3.3
CASE
STUDY
AND
VALIDATION
SCHEMES
.
43
3.3.1
INVESTIGATED
GRID
AREA
AND
GRID
LOSSES
.
43
3.3.2
FEATURE
PROPERTIES
AND
FEATURE
NORMALIZATION
.
46
3.3.3
VALIDATION
SCHEMES
.
47
3.3.4
PARAMETER
SELECTION
FOR
REGRESSION
METHODS
.
50
3.4
RESULTS
AND
DISCUSSION
.
53
3.4.1
PERFORMANCE
ANALYSIS
OF
THE
PROPOSED
RGM
APPROACH
.
54
3.4.2
COMPARISON
OF
THE
RGM
WITH
OTHER
REGRESSION
SCHEMES
.
60
3.5
CONCLUSIONS
.
63
4
EVALUATION
OF
THE
IMPACT
OF
DISTRIBUTED
GENERATION
ON
GRID
LOSSES
65
4.1
LITERATURE
REVIEW
.
67
4.1.1
NUMERICAL
APPROACH
FOR
LOSS
EVALUATION
.
67
4.1.2
ANALYTICAL
APPROACH
FOR
LOSS
EVALUATION
.
70
4.1.3
HEURISTIC
APPROACH
FOR
LOSS
EVALUATION
.
71
4.1.4
CURRENT
RESEARCH
GAPS
.
72
4.2
ANNUAL
GRID
ENERGY
LOSS
INDICATOR
(ALI)
.
72
4.2.1
FORMULATION
OF
GRID
LOSSES
IN
PREVIOUS
WORKS
.
72
4.2.2
THE
FORMULATION
OF
ALI
.
74
4.3
CASE
STUDY
.
78
4.3.1
LOAD
AND
GENERATOR
MODELS
.
78
4.3.2
LV
GRID
MODELS
.
78
4.3.3
SENSITIVITY
ANALYSIS
OF
THE
IMPACT
OF
DISTRIBUTED
GENERATOR
.
81
4.4
DISCUSSION
OF
CASE
STUDY
RESULTS
.
84
4.4.1
DG
PENETRATION
AND
GRID
LOSSES
.
85
4.4.2
EVALUATION
OF
THE
INDICATOR
ALI
.
86
4.4.3
DG
DISTRIBUTION
FACTOR
AND
GRID
LOSSES
.
89
VIII
4.5
CONCLUSIONS
.
92
5
SUMMARY
AND
OUTLOOK
95
5.1
MAIN
CONTRIBUTIONS
.
95
5.2
RECOMMENDATION
FOR
ACTIONS
REGARDING
MANAGEMENT
OF
GRID
LOSSES
IN
DISTRI
BUTION
SYSTEMS
.
96
5.3
FUTURE
WORK
.
97
ACKNOWLEDGMENTS
99
SYMBOLS
101
LIST
OF
TABLES
107
LIST
OF
FIGURES
109
BIBLIOGRAPHY
111
IX |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author | Ma, Chenije |
| author_GND | (DE-588)1222911949 |
| author_facet | Ma, Chenije |
| author_role | aut |
| author_sort | Ma, Chenije |
| author_variant | c m cm |
| building | Verbundindex |
| bvnumber | BV047044542 |
| classification_rvk | ZN 8550 |
| ctrlnum | (OCoLC)1222205822 (DE-599)DNB1221390767 |
| discipline | Maschinenbau / Maschinenwesen Elektrotechnik / Elektronik / Nachrichtentechnik |
| discipline_str_mv | Maschinenbau / Maschinenwesen Elektrotechnik / Elektronik / Nachrichtentechnik |
| format | Book |
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| genre | (DE-588)4113937-9 Hochschulschrift gnd-content |
| genre_facet | Hochschulschrift |
| id | DE-604.BV047044542 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T16:06:46Z |
| indexdate | 2024-07-10T09:00:59Z |
| institution | BVB |
| institution_GND | (DE-588)1066127425 |
| isbn | 9783737608824 3737608822 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032451557 |
| oclc_num | 1222205822 |
| open_access_boolean | |
| owner | DE-83 |
| owner_facet | DE-83 |
| physical | CXL, 140 Seiten 21 cm x 14.8 cm |
| publishDate | 2020 |
| publishDateSearch | 2020 |
| publishDateSort | 2020 |
| publisher | Kassel University Press |
| record_format | marc |
| series | Energy Management and Power System Operation |
| series2 | Energy Management and Power System Operation |
| spelling | Ma, Chenije Verfasser (DE-588)1222911949 aut A novel evaluation framework for energy losses in low voltage distribution grids Chenjie Ma 202011 Kassel, Hess Kassel University Press 2020 CXL, 140 Seiten 21 cm x 14.8 cm txt rdacontent n rdamedia nc rdacarrier Energy Management and Power System Operation 10 Verteilungsnetz (DE-588)4279392-0 gnd rswk-swf Dezentrale Elektrizitätserzeugung (DE-588)7656449-6 gnd rswk-swf Energieverlust (DE-588)4014735-6 gnd rswk-swf Energieeffizienz (DE-588)7660153-5 gnd rswk-swf Niederspannungsnetz (DE-588)4171865-3 gnd rswk-swf Bewertung (DE-588)4006340-9 gnd rswk-swf Erneuerbare Energien (DE-588)4068598-6 gnd rswk-swf Nachhaltigkeit (DE-588)4326464-5 gnd rswk-swf distributed generation System efficiency machine learning low voltage grids energy losses (DE-588)4113937-9 Hochschulschrift gnd-content Verteilungsnetz (DE-588)4279392-0 s Niederspannungsnetz (DE-588)4171865-3 s Dezentrale Elektrizitätserzeugung (DE-588)7656449-6 s Erneuerbare Energien (DE-588)4068598-6 s Energieverlust (DE-588)4014735-6 s Bewertung (DE-588)4006340-9 s Energieeffizienz (DE-588)7660153-5 s Nachhaltigkeit (DE-588)4326464-5 s DE-604 kassel university press (DE-588)1066127425 pbl Energy Management and Power System Operation 10 (DE-604)BV043191667 10 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032451557&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p vlb 20201113 DE-101 https://d-nb.info/provenance/plan#vlb |
| spellingShingle | Ma, Chenije A novel evaluation framework for energy losses in low voltage distribution grids Energy Management and Power System Operation Verteilungsnetz (DE-588)4279392-0 gnd Dezentrale Elektrizitätserzeugung (DE-588)7656449-6 gnd Energieverlust (DE-588)4014735-6 gnd Energieeffizienz (DE-588)7660153-5 gnd Niederspannungsnetz (DE-588)4171865-3 gnd Bewertung (DE-588)4006340-9 gnd Erneuerbare Energien (DE-588)4068598-6 gnd Nachhaltigkeit (DE-588)4326464-5 gnd |
| subject_GND | (DE-588)4279392-0 (DE-588)7656449-6 (DE-588)4014735-6 (DE-588)7660153-5 (DE-588)4171865-3 (DE-588)4006340-9 (DE-588)4068598-6 (DE-588)4326464-5 (DE-588)4113937-9 |
| title | A novel evaluation framework for energy losses in low voltage distribution grids |
| title_auth | A novel evaluation framework for energy losses in low voltage distribution grids |
| title_exact_search | A novel evaluation framework for energy losses in low voltage distribution grids |
| title_exact_search_txtP | A novel evaluation framework for energy losses in low voltage distribution grids |
| title_full | A novel evaluation framework for energy losses in low voltage distribution grids Chenjie Ma |
| title_fullStr | A novel evaluation framework for energy losses in low voltage distribution grids Chenjie Ma |
| title_full_unstemmed | A novel evaluation framework for energy losses in low voltage distribution grids Chenjie Ma |
| title_short | A novel evaluation framework for energy losses in low voltage distribution grids |
| title_sort | a novel evaluation framework for energy losses in low voltage distribution grids |
| topic | Verteilungsnetz (DE-588)4279392-0 gnd Dezentrale Elektrizitätserzeugung (DE-588)7656449-6 gnd Energieverlust (DE-588)4014735-6 gnd Energieeffizienz (DE-588)7660153-5 gnd Niederspannungsnetz (DE-588)4171865-3 gnd Bewertung (DE-588)4006340-9 gnd Erneuerbare Energien (DE-588)4068598-6 gnd Nachhaltigkeit (DE-588)4326464-5 gnd |
| topic_facet | Verteilungsnetz Dezentrale Elektrizitätserzeugung Energieverlust Energieeffizienz Niederspannungsnetz Bewertung Erneuerbare Energien Nachhaltigkeit Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032451557&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV043191667 |
| work_keys_str_mv | AT machenije anovelevaluationframeworkforenergylossesinlowvoltagedistributiongrids AT kasseluniversitypress anovelevaluationframeworkforenergylossesinlowvoltagedistributiongrids |