Harmonic Modeling, Data Generation, and Analysis of Power Electronics-Interfaced Residential Loads Article Swipe
Ankit Singhal
,
Dexin Wang
,
Andrew P. Reiman
,
Yuan Liu
,
Donald J. Hammerstrom
,
Soumya Kundu
·
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2111.03413
YOU?
·
· 2021
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2111.03413
Integration of electronics-based residential appliances and distributed energy resources in homes is expected to rise with grid decarbonization. These devices may introduce significant harmonics into power networks that need to be closely studied in order to accurately model and forecast load. However, it can be difficult to obtain harmonic-rich voltage and current data -- necessary for identifying accurate load models -- for residential electrical loads. Recognizing this need, first a set of electronics-based end-use loads is identified and modeled in an electromagnetic transients program tool for a residence. Second, an impedance-varying method is proposed to generate harmonic data that captures harmonic propagation to the supply voltage and harmonic interactions among end-use loads connected to the same supply voltage. Third, a harmonic-rich dataset produced via the proposed methodology is demonstrated to successfully identify frequency coupling matrix-based harmonic load models using the least-squares method. Numerical results demonstrate the accuracy of the model. The impact of limited data availability on model identification is also explored.
Related Topics
Concepts
Metadata
- Type
- preprint
- Language
- en
- Landing Page
- http://arxiv.org/abs/2111.03413
- https://arxiv.org/pdf/2111.03413
- OA Status
- green
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4225807001
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4225807001Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.48550/arxiv.2111.03413Digital Object Identifier
- Title
-
Harmonic Modeling, Data Generation, and Analysis of Power Electronics-Interfaced Residential LoadsWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2021Year of publication
- Publication date
-
2021-11-05Full publication date if available
- Authors
-
Ankit Singhal, Dexin Wang, Andrew P. Reiman, Yuan Liu, Donald J. Hammerstrom, Soumya KunduList of authors in order
- Landing page
-
https://arxiv.org/abs/2111.03413Publisher landing page
- PDF URL
-
https://arxiv.org/pdf/2111.03413Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://arxiv.org/pdf/2111.03413Direct OA link when available
- Concepts
-
Harmonics, Power electronics, Harmonic, Harmonic analysis, Electronic engineering, Voltage, Electronics, Grid, Computer science, Electrical impedance, Power (physics), Electrical engineering, Engineering, Acoustics, Mathematics, Physics, Quantum mechanics, GeometryTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4225807001 |
|---|---|
| doi | https://doi.org/10.48550/arxiv.2111.03413 |
| ids.doi | https://doi.org/10.48550/arxiv.2111.03413 |
| ids.openalex | https://openalex.org/W4225807001 |
| fwci | |
| type | preprint |
| title | Harmonic Modeling, Data Generation, and Analysis of Power Electronics-Interfaced Residential Loads |
| biblio.issue | |
| biblio.volume | |
| biblio.last_page | |
| biblio.first_page | |
| topics[0].id | https://openalex.org/T11052 |
| topics[0].field.id | https://openalex.org/fields/22 |
| topics[0].field.display_name | Engineering |
| topics[0].score | 0.9936000108718872 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2208 |
| topics[0].subfield.display_name | Electrical and Electronic Engineering |
| topics[0].display_name | Energy Load and Power Forecasting |
| topics[1].id | https://openalex.org/T10603 |
| topics[1].field.id | https://openalex.org/fields/22 |
| topics[1].field.display_name | Engineering |
| topics[1].score | 0.9904000163078308 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2208 |
| topics[1].subfield.display_name | Electrical and Electronic Engineering |
| topics[1].display_name | Smart Grid Energy Management |
| topics[2].id | https://openalex.org/T10573 |
| topics[2].field.id | https://openalex.org/fields/22 |
| topics[2].field.display_name | Engineering |
| topics[2].score | 0.9902999997138977 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/2208 |
| topics[2].subfield.display_name | Electrical and Electronic Engineering |
| topics[2].display_name | Power Quality and Harmonics |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C188414643 |
| concepts[0].level | 3 |
| concepts[0].score | 0.7638852596282959 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q3001183 |
| concepts[0].display_name | Harmonics |
| concepts[1].id | https://openalex.org/C178911571 |
| concepts[1].level | 3 |
| concepts[1].score | 0.6527026891708374 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q593143 |
| concepts[1].display_name | Power electronics |
| concepts[2].id | https://openalex.org/C127934551 |
| concepts[2].level | 2 |
| concepts[2].score | 0.6381288766860962 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q1148098 |
| concepts[2].display_name | Harmonic |
| concepts[3].id | https://openalex.org/C131770355 |
| concepts[3].level | 2 |
| concepts[3].score | 0.5513545870780945 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q876215 |
| concepts[3].display_name | Harmonic analysis |
| concepts[4].id | https://openalex.org/C24326235 |
| concepts[4].level | 1 |
| concepts[4].score | 0.5210187435150146 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q126095 |
| concepts[4].display_name | Electronic engineering |
| concepts[5].id | https://openalex.org/C165801399 |
| concepts[5].level | 2 |
| concepts[5].score | 0.5105501413345337 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q25428 |
| concepts[5].display_name | Voltage |
| concepts[6].id | https://openalex.org/C138331895 |
| concepts[6].level | 2 |
| concepts[6].score | 0.4811069369316101 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q11650 |
| concepts[6].display_name | Electronics |
| concepts[7].id | https://openalex.org/C187691185 |
| concepts[7].level | 2 |
| concepts[7].score | 0.47176793217658997 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q2020720 |
| concepts[7].display_name | Grid |
| concepts[8].id | https://openalex.org/C41008148 |
| concepts[8].level | 0 |
| concepts[8].score | 0.47163817286491394 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[8].display_name | Computer science |
| concepts[9].id | https://openalex.org/C17829176 |
| concepts[9].level | 2 |
| concepts[9].score | 0.4552310109138489 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q179043 |
| concepts[9].display_name | Electrical impedance |
| concepts[10].id | https://openalex.org/C163258240 |
| concepts[10].level | 2 |
| concepts[10].score | 0.4250119924545288 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q25342 |
| concepts[10].display_name | Power (physics) |
| concepts[11].id | https://openalex.org/C119599485 |
| concepts[11].level | 1 |
| concepts[11].score | 0.3903423845767975 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q43035 |
| concepts[11].display_name | Electrical engineering |
| concepts[12].id | https://openalex.org/C127413603 |
| concepts[12].level | 0 |
| concepts[12].score | 0.3693728446960449 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q11023 |
| concepts[12].display_name | Engineering |
| concepts[13].id | https://openalex.org/C24890656 |
| concepts[13].level | 1 |
| concepts[13].score | 0.10392537713050842 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q82811 |
| concepts[13].display_name | Acoustics |
| concepts[14].id | https://openalex.org/C33923547 |
| concepts[14].level | 0 |
| concepts[14].score | 0.09836825728416443 |
| concepts[14].wikidata | https://www.wikidata.org/wiki/Q395 |
| concepts[14].display_name | Mathematics |
| concepts[15].id | https://openalex.org/C121332964 |
| concepts[15].level | 0 |
| concepts[15].score | 0.0 |
| concepts[15].wikidata | https://www.wikidata.org/wiki/Q413 |
| concepts[15].display_name | Physics |
| concepts[16].id | https://openalex.org/C62520636 |
| concepts[16].level | 1 |
| concepts[16].score | 0.0 |
| concepts[16].wikidata | https://www.wikidata.org/wiki/Q944 |
| concepts[16].display_name | Quantum mechanics |
| concepts[17].id | https://openalex.org/C2524010 |
| concepts[17].level | 1 |
| concepts[17].score | 0.0 |
| concepts[17].wikidata | https://www.wikidata.org/wiki/Q8087 |
| concepts[17].display_name | Geometry |
| keywords[0].id | https://openalex.org/keywords/harmonics |
| keywords[0].score | 0.7638852596282959 |
| keywords[0].display_name | Harmonics |
| keywords[1].id | https://openalex.org/keywords/power-electronics |
| keywords[1].score | 0.6527026891708374 |
| keywords[1].display_name | Power electronics |
| keywords[2].id | https://openalex.org/keywords/harmonic |
| keywords[2].score | 0.6381288766860962 |
| keywords[2].display_name | Harmonic |
| keywords[3].id | https://openalex.org/keywords/harmonic-analysis |
| keywords[3].score | 0.5513545870780945 |
| keywords[3].display_name | Harmonic analysis |
| keywords[4].id | https://openalex.org/keywords/electronic-engineering |
| keywords[4].score | 0.5210187435150146 |
| keywords[4].display_name | Electronic engineering |
| keywords[5].id | https://openalex.org/keywords/voltage |
| keywords[5].score | 0.5105501413345337 |
| keywords[5].display_name | Voltage |
| keywords[6].id | https://openalex.org/keywords/electronics |
| keywords[6].score | 0.4811069369316101 |
| keywords[6].display_name | Electronics |
| keywords[7].id | https://openalex.org/keywords/grid |
| keywords[7].score | 0.47176793217658997 |
| keywords[7].display_name | Grid |
| keywords[8].id | https://openalex.org/keywords/computer-science |
| keywords[8].score | 0.47163817286491394 |
| keywords[8].display_name | Computer science |
| keywords[9].id | https://openalex.org/keywords/electrical-impedance |
| keywords[9].score | 0.4552310109138489 |
| keywords[9].display_name | Electrical impedance |
| keywords[10].id | https://openalex.org/keywords/power |
| keywords[10].score | 0.4250119924545288 |
| keywords[10].display_name | Power (physics) |
| keywords[11].id | https://openalex.org/keywords/electrical-engineering |
| keywords[11].score | 0.3903423845767975 |
| keywords[11].display_name | Electrical engineering |
| keywords[12].id | https://openalex.org/keywords/engineering |
| keywords[12].score | 0.3693728446960449 |
| keywords[12].display_name | Engineering |
| keywords[13].id | https://openalex.org/keywords/acoustics |
| keywords[13].score | 0.10392537713050842 |
| keywords[13].display_name | Acoustics |
| keywords[14].id | https://openalex.org/keywords/mathematics |
| keywords[14].score | 0.09836825728416443 |
| keywords[14].display_name | Mathematics |
| language | en |
| locations[0].id | pmh:oai:arXiv.org:2111.03413 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4306400194 |
| locations[0].source.issn | |
| locations[0].source.type | repository |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | |
| locations[0].source.is_core | False |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | arXiv (Cornell University) |
| locations[0].source.host_organization | https://openalex.org/I205783295 |
| locations[0].source.host_organization_name | Cornell University |
| locations[0].source.host_organization_lineage | https://openalex.org/I205783295 |
| locations[0].license | other-oa |
| locations[0].pdf_url | https://arxiv.org/pdf/2111.03413 |
| locations[0].version | submittedVersion |
| locations[0].raw_type | text |
| locations[0].license_id | https://openalex.org/licenses/other-oa |
| locations[0].is_accepted | False |
| locations[0].is_published | False |
| locations[0].raw_source_name | |
| locations[0].landing_page_url | http://arxiv.org/abs/2111.03413 |
| locations[1].id | doi:10.48550/arxiv.2111.03413 |
| locations[1].is_oa | True |
| locations[1].source.id | https://openalex.org/S4306400194 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | True |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | arXiv (Cornell University) |
| locations[1].source.host_organization | https://openalex.org/I205783295 |
| locations[1].source.host_organization_name | Cornell University |
| locations[1].source.host_organization_lineage | https://openalex.org/I205783295 |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | |
| locations[1].raw_type | article |
| locations[1].license_id | |
| locations[1].is_accepted | False |
| locations[1].is_published | |
| locations[1].raw_source_name | |
| locations[1].landing_page_url | https://doi.org/10.48550/arxiv.2111.03413 |
| indexed_in | arxiv, datacite |
| authorships[0].author.id | https://openalex.org/A5026873133 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-9849-7099 |
| authorships[0].author.display_name | Ankit Singhal |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Singhal, Ankit |
| authorships[0].is_corresponding | False |
| authorships[1].author.id | https://openalex.org/A5021779672 |
| authorships[1].author.orcid | https://orcid.org/0000-0001-5914-3303 |
| authorships[1].author.display_name | Dexin Wang |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Wang, Dexin |
| authorships[1].is_corresponding | False |
| authorships[2].author.id | https://openalex.org/A5045219989 |
| authorships[2].author.orcid | https://orcid.org/0000-0003-0204-2960 |
| authorships[2].author.display_name | Andrew P. Reiman |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Reiman, Andrew P. |
| authorships[2].is_corresponding | False |
| authorships[3].author.id | https://openalex.org/A5100390963 |
| authorships[3].author.orcid | https://orcid.org/0009-0000-0292-589X |
| authorships[3].author.display_name | Yuan Liu |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Liu, Yuan |
| authorships[3].is_corresponding | False |
| authorships[4].author.id | https://openalex.org/A5023959230 |
| authorships[4].author.orcid | https://orcid.org/0000-0001-6026-1606 |
| authorships[4].author.display_name | Donald J. Hammerstrom |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Hammerstrom, Donald J. |
| authorships[4].is_corresponding | False |
| authorships[5].author.id | https://openalex.org/A5101973210 |
| authorships[5].author.orcid | https://orcid.org/0000-0002-1575-8557 |
| authorships[5].author.display_name | Soumya Kundu |
| authorships[5].author_position | last |
| authorships[5].raw_author_name | Kundu, Soumya |
| authorships[5].is_corresponding | False |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://arxiv.org/pdf/2111.03413 |
| open_access.oa_status | green |
| open_access.any_repository_has_fulltext | False |
| created_date | 2022-05-05T00:00:00 |
| display_name | Harmonic Modeling, Data Generation, and Analysis of Power Electronics-Interfaced Residential Loads |
| has_fulltext | True |
| is_retracted | False |
| updated_date | 2025-11-06T06:51:31.235846 |
| primary_topic.id | https://openalex.org/T11052 |
| primary_topic.field.id | https://openalex.org/fields/22 |
| primary_topic.field.display_name | Engineering |
| primary_topic.score | 0.9936000108718872 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2208 |
| primary_topic.subfield.display_name | Electrical and Electronic Engineering |
| primary_topic.display_name | Energy Load and Power Forecasting |
| related_works | https://openalex.org/W1579696083, https://openalex.org/W2026048727, https://openalex.org/W2525517395, https://openalex.org/W4206226528, https://openalex.org/W2367352519, https://openalex.org/W2258541532, https://openalex.org/W3041419339, https://openalex.org/W94697941, https://openalex.org/W2131300395, https://openalex.org/W2537185385 |
| cited_by_count | 0 |
| locations_count | 2 |
| best_oa_location.id | pmh:oai:arXiv.org:2111.03413 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4306400194 |
| best_oa_location.source.issn | |
| best_oa_location.source.type | repository |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | |
| best_oa_location.source.is_core | False |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | arXiv (Cornell University) |
| best_oa_location.source.host_organization | https://openalex.org/I205783295 |
| best_oa_location.source.host_organization_name | Cornell University |
| best_oa_location.source.host_organization_lineage | https://openalex.org/I205783295 |
| best_oa_location.license | other-oa |
| best_oa_location.pdf_url | https://arxiv.org/pdf/2111.03413 |
| best_oa_location.version | submittedVersion |
| best_oa_location.raw_type | text |
| best_oa_location.license_id | https://openalex.org/licenses/other-oa |
| best_oa_location.is_accepted | False |
| best_oa_location.is_published | False |
| best_oa_location.raw_source_name | |
| best_oa_location.landing_page_url | http://arxiv.org/abs/2111.03413 |
| primary_location.id | pmh:oai:arXiv.org:2111.03413 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4306400194 |
| primary_location.source.issn | |
| primary_location.source.type | repository |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | |
| primary_location.source.is_core | False |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | arXiv (Cornell University) |
| primary_location.source.host_organization | https://openalex.org/I205783295 |
| primary_location.source.host_organization_name | Cornell University |
| primary_location.source.host_organization_lineage | https://openalex.org/I205783295 |
| primary_location.license | other-oa |
| primary_location.pdf_url | https://arxiv.org/pdf/2111.03413 |
| primary_location.version | submittedVersion |
| primary_location.raw_type | text |
| primary_location.license_id | https://openalex.org/licenses/other-oa |
| primary_location.is_accepted | False |
| primary_location.is_published | False |
| primary_location.raw_source_name | |
| primary_location.landing_page_url | http://arxiv.org/abs/2111.03413 |
| publication_date | 2021-11-05 |
| publication_year | 2021 |
| referenced_works_count | 0 |
| abstract_inverted_index.a | 69, 86, 119 |
| abstract_inverted_index.-- | 53, 60 |
| abstract_inverted_index.an | 80, 89 |
| abstract_inverted_index.be | 30, 44 |
| abstract_inverted_index.in | 9, 33, 79 |
| abstract_inverted_index.is | 11, 75, 92, 127, 159 |
| abstract_inverted_index.it | 42 |
| abstract_inverted_index.of | 1, 71, 147, 152 |
| abstract_inverted_index.on | 156 |
| abstract_inverted_index.to | 13, 29, 35, 46, 94, 102, 113, 129 |
| abstract_inverted_index.The | 150 |
| abstract_inverted_index.and | 5, 38, 50, 77, 106 |
| abstract_inverted_index.can | 43 |
| abstract_inverted_index.for | 55, 61, 85 |
| abstract_inverted_index.may | 20 |
| abstract_inverted_index.set | 70 |
| abstract_inverted_index.the | 103, 114, 124, 139, 145, 148 |
| abstract_inverted_index.via | 123 |
| abstract_inverted_index.also | 160 |
| abstract_inverted_index.data | 52, 97, 154 |
| abstract_inverted_index.grid | 16 |
| abstract_inverted_index.into | 24 |
| abstract_inverted_index.load | 58, 136 |
| abstract_inverted_index.need | 28 |
| abstract_inverted_index.rise | 14 |
| abstract_inverted_index.same | 115 |
| abstract_inverted_index.that | 27, 98 |
| abstract_inverted_index.this | 66 |
| abstract_inverted_index.tool | 84 |
| abstract_inverted_index.with | 15 |
| abstract_inverted_index.These | 18 |
| abstract_inverted_index.among | 109 |
| abstract_inverted_index.first | 68 |
| abstract_inverted_index.homes | 10 |
| abstract_inverted_index.load. | 40 |
| abstract_inverted_index.loads | 74, 111 |
| abstract_inverted_index.model | 37, 157 |
| abstract_inverted_index.need, | 67 |
| abstract_inverted_index.order | 34 |
| abstract_inverted_index.power | 25 |
| abstract_inverted_index.using | 138 |
| abstract_inverted_index.Third, | 118 |
| abstract_inverted_index.energy | 7 |
| abstract_inverted_index.impact | 151 |
| abstract_inverted_index.loads. | 64 |
| abstract_inverted_index.method | 91 |
| abstract_inverted_index.model. | 149 |
| abstract_inverted_index.models | 59, 137 |
| abstract_inverted_index.obtain | 47 |
| abstract_inverted_index.supply | 104, 116 |
| abstract_inverted_index.Second, | 88 |
| abstract_inverted_index.closely | 31 |
| abstract_inverted_index.current | 51 |
| abstract_inverted_index.dataset | 121 |
| abstract_inverted_index.devices | 19 |
| abstract_inverted_index.end-use | 73, 110 |
| abstract_inverted_index.limited | 153 |
| abstract_inverted_index.method. | 141 |
| abstract_inverted_index.modeled | 78 |
| abstract_inverted_index.program | 83 |
| abstract_inverted_index.results | 143 |
| abstract_inverted_index.studied | 32 |
| abstract_inverted_index.voltage | 49, 105 |
| abstract_inverted_index.However, | 41 |
| abstract_inverted_index.accuracy | 146 |
| abstract_inverted_index.accurate | 57 |
| abstract_inverted_index.captures | 99 |
| abstract_inverted_index.coupling | 133 |
| abstract_inverted_index.expected | 12 |
| abstract_inverted_index.forecast | 39 |
| abstract_inverted_index.generate | 95 |
| abstract_inverted_index.harmonic | 96, 100, 107, 135 |
| abstract_inverted_index.identify | 131 |
| abstract_inverted_index.networks | 26 |
| abstract_inverted_index.produced | 122 |
| abstract_inverted_index.proposed | 93, 125 |
| abstract_inverted_index.voltage. | 117 |
| abstract_inverted_index.Numerical | 142 |
| abstract_inverted_index.connected | 112 |
| abstract_inverted_index.difficult | 45 |
| abstract_inverted_index.explored. | 161 |
| abstract_inverted_index.frequency | 132 |
| abstract_inverted_index.harmonics | 23 |
| abstract_inverted_index.introduce | 21 |
| abstract_inverted_index.necessary | 54 |
| abstract_inverted_index.resources | 8 |
| abstract_inverted_index.accurately | 36 |
| abstract_inverted_index.appliances | 4 |
| abstract_inverted_index.electrical | 63 |
| abstract_inverted_index.identified | 76 |
| abstract_inverted_index.residence. | 87 |
| abstract_inverted_index.transients | 82 |
| abstract_inverted_index.Integration | 0 |
| abstract_inverted_index.Recognizing | 65 |
| abstract_inverted_index.demonstrate | 144 |
| abstract_inverted_index.distributed | 6 |
| abstract_inverted_index.identifying | 56 |
| abstract_inverted_index.methodology | 126 |
| abstract_inverted_index.propagation | 101 |
| abstract_inverted_index.residential | 3, 62 |
| abstract_inverted_index.significant | 22 |
| abstract_inverted_index.availability | 155 |
| abstract_inverted_index.demonstrated | 128 |
| abstract_inverted_index.interactions | 108 |
| abstract_inverted_index.matrix-based | 134 |
| abstract_inverted_index.successfully | 130 |
| abstract_inverted_index.harmonic-rich | 48, 120 |
| abstract_inverted_index.least-squares | 140 |
| abstract_inverted_index.identification | 158 |
| abstract_inverted_index.electromagnetic | 81 |
| abstract_inverted_index.decarbonization. | 17 |
| abstract_inverted_index.electronics-based | 2, 72 |
| abstract_inverted_index.impedance-varying | 90 |
| cited_by_percentile_year | |
| countries_distinct_count | 0 |
| institutions_distinct_count | 6 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/7 |
| sustainable_development_goals[0].score | 0.75 |
| sustainable_development_goals[0].display_name | Affordable and clean energy |
| citation_normalized_percentile |