{"id":"https://openalex.org/W4389988963","doi":"https://doi.org/10.1109/ghtc56179.2023.10354879","title":"Demonstrating the Value of Generating and Sharing Data on Off-Grid Energy Systems: A Case Study from Malawi","display_name":"Demonstrating the Value of Generating and Sharing Data on Off-Grid Energy Systems: A Case Study from Malawi","publication_year":2023,"publication_date":"2023-10-12","ids":{"openalex":"https://openalex.org/W4389988963","doi":"https://doi.org/10.1109/ghtc56179.2023.10354879"},"language":"en","primary_location":{"id":"doi:10.1109/ghtc56179.2023.10354879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ghtc56179.2023.10354879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Global Humanitarian Technology Conference (GHTC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060536874","display_name":"Damien Frame","orcid":null},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Damien Frame","raw_affiliation_strings":["University of Strathclyde,Electronic and Electrical Engineering,Glasgow,UK","Electronic and Electrical Engineering, University of Strathclyde, Glasgow, UK"],"affiliations":[{"raw_affiliation_string":"University of Strathclyde,Electronic and Electrical Engineering,Glasgow,UK","institution_ids":["https://openalex.org/I181647926"]},{"raw_affiliation_string":"Electronic and Electrical Engineering, University of Strathclyde, Glasgow, UK","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062615047","display_name":"Million Mafuta","orcid":"https://orcid.org/0000-0002-9921-0643"},"institutions":[{"id":"https://openalex.org/I4388482734","display_name":"Malawi University of Business and Applied Sciences","ror":"https://ror.org/05vatjr87","country_code":null,"type":"education","lineage":["https://openalex.org/I4388482734"]},{"id":"https://openalex.org/I157591606","display_name":"University of Malawi","ror":"https://ror.org/04vtx5s55","country_code":"MW","type":"education","lineage":["https://openalex.org/I157591606"]},{"id":"https://openalex.org/I2800088668","display_name":"Malawi University of Science and Technology","ror":"https://ror.org/027vmhf17","country_code":"MW","type":"education","lineage":["https://openalex.org/I2800088668"]}],"countries":["MW"],"is_corresponding":false,"raw_author_name":"Million Mafuta","raw_affiliation_strings":["Malawi University of Business and Applied Sciences,Malawi","Malawi University of Business and Applied Sciences, Malawi"],"affiliations":[{"raw_affiliation_string":"Malawi University of Business and Applied Sciences,Malawi","institution_ids":["https://openalex.org/I157591606","https://openalex.org/I2800088668"]},{"raw_affiliation_string":"Malawi University of Business and Applied Sciences, Malawi","institution_ids":["https://openalex.org/I157591606","https://openalex.org/I4388482734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063437022","display_name":"Stuart Galloway","orcid":"https://orcid.org/0000-0003-1978-993X"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stuart Galloway","raw_affiliation_strings":["University of Strathclyde,Electronic and Electrical Engineering,Glasgow,UK","Electronic and Electrical Engineering, University of Strathclyde, Glasgow, UK"],"affiliations":[{"raw_affiliation_string":"University of Strathclyde,Electronic and Electrical Engineering,Glasgow,UK","institution_ids":["https://openalex.org/I181647926"]},{"raw_affiliation_string":"Electronic and Electrical Engineering, University of Strathclyde, Glasgow, UK","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049677752","display_name":"Aran Eales","orcid":"https://orcid.org/0000-0001-9090-529X"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Aran Eales","raw_affiliation_strings":["University of Strathclyde,Electronic and Electrical Engineering,Glasgow,UK","Electronic and Electrical Engineering, University of Strathclyde, Glasgow, UK"],"affiliations":[{"raw_affiliation_string":"University of Strathclyde,Electronic and Electrical Engineering,Glasgow,UK","institution_ids":["https://openalex.org/I181647926"]},{"raw_affiliation_string":"Electronic and Electrical Engineering, University of Strathclyde, Glasgow, UK","institution_ids":["https://openalex.org/I181647926"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5060536874"],"corresponding_institution_ids":["https://openalex.org/I181647926"],"apc_list":null,"apc_paid":null,"fwci":0.2583,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55826644,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"84","last_page":"89"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11336","display_name":"Energy and Environment Impacts","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.763446569442749},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6405166387557983},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6066916584968567},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.554712176322937},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5525496006011963},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5493835210800171},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.4960974156856537},{"id":"https://openalex.org/keywords/shared-resource","display_name":"Shared resource","score":0.49488013982772827},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.44851118326187134},{"id":"https://openalex.org/keywords/instrumentation","display_name":"Instrumentation (computer programming)","score":0.4325277507305145},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3727230429649353},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3654741644859314},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.35424017906188965},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.35234519839286804},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.20927929878234863},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.19538471102714539},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16506972908973694},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.13880431652069092},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1316627562046051}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.763446569442749},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6405166387557983},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6066916584968567},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.554712176322937},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5525496006011963},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5493835210800171},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.4960974156856537},{"id":"https://openalex.org/C51332947","wikidata":"https://www.wikidata.org/wiki/Q1172305","display_name":"Shared resource","level":2,"score":0.49488013982772827},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.44851118326187134},{"id":"https://openalex.org/C118530786","wikidata":"https://www.wikidata.org/wiki/Q1134732","display_name":"Instrumentation (computer programming)","level":2,"score":0.4325277507305145},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3727230429649353},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3654741644859314},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.35424017906188965},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35234519839286804},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.20927929878234863},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.19538471102714539},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16506972908973694},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.13880431652069092},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1316627562046051},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ghtc56179.2023.10354879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ghtc56179.2023.10354879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Global Humanitarian Technology Conference (GHTC)","raw_type":"proceedings-article"},{"id":"pmh:oai:strathprints.strath.ac.uk:88027","is_oa":false,"landing_page_url":"https://strathprints.strath.ac.uk/view/author/77234.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306402226","display_name":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I181647926","host_organization_name":"University of Strathclyde","host_organization_lineage":["https://openalex.org/I181647926"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"NonPeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.49000000953674316,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1968349804","https://openalex.org/W2155405335","https://openalex.org/W2478610813","https://openalex.org/W2595182967","https://openalex.org/W2949975989","https://openalex.org/W2950545134","https://openalex.org/W3089681098","https://openalex.org/W3092828462","https://openalex.org/W3187053526","https://openalex.org/W4212781379","https://openalex.org/W4246572762","https://openalex.org/W7055611816"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W3022067003"],"abstract_inverted_index":{"To":[0],"achieve":[1],"electricity":[2],"access":[3],"in":[4,60,99],"sub-Saharan":[5],"Africa,":[6],"off-grid":[7],"Distributed":[8],"Energy":[9],"Resource":[10],"Systems,":[11],"such":[12],"as":[13,90],"microgrids,":[14],"are":[15],"required.":[16],"Sustainability":[17],"of":[18,34,57,67,70,77,83],"these":[19],"systems":[20,59],"requires":[21],"improved":[22],"business":[23],"models":[24],"and":[25,28,36,48,65,72,80,86],"efficient":[26],"maintenance":[27],"operations":[29],"frameworks.":[30],"However,":[31],"a":[32,53,91],"lack":[33],"technical":[35],"economic":[37],"data":[38,84],"from":[39],"the":[40,45,63],"existing":[41],"installation":[42],"base":[43],"hampers":[44],"necessary":[46],"learning":[47],"innovation.":[49],"This":[50],"paper":[51],"describes":[52],"case":[54],"study":[55],"deployment":[56],"DER":[58,96],"Malawi,":[61],"demonstrating":[62],"application":[64],"benefits":[66],"high":[68],"levels":[69,82],"instrumentation":[71],"monitoring.":[73],"A":[74],"proposed":[75],"classification":[76],"minimum,":[78],"preferred":[79],"desirable":[81],"gathering":[85],"sharing":[87],"is":[88],"offered":[89],"key":[92],"recommendation":[93],"for":[94],"future":[95],"system":[97],"deployments":[98],"Malawi.":[100]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}
