cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kmjkf4
title: Occurrence Download

description: A dataset containing 1231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is GBR.3_1",
 "TaxonKey is Geoglossaceae"
 ]
}

 The dataset includes 1231 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097560-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-231828
title: COGIC, leadership conference syllabus, 2003

description: [description english/roman)] Church of God in Christ (COGIC), leadership conference syllabus, "Leaders empowered for excellence", 2003.
DOI: 10.15468/dl.osnpy6
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solidago ×niedereri Khek, 1905"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027427-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.162950
title: DENDARA - TEMPLE - Vol.VI, pl. DLXXXVI._pv_2004_03388

description: Référence : pv_2004_03388<br />Site : Dendara<br />Secteur : Crypte ouest n° 3; Temple d'Hathor<br />Type : photographie<br />
DOI: 10.15468/dl.scc8zk
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aspidistra elatior Blume",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 94 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0386571-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-232420
title: Annual Holy Convocation, COGIC (94th: 2001), educational institute training manual

description: [description english/roman)] 94th Annual Holy Convocation, Church of God in Christ (COGIC), educational institute training manual, "The old path in the new millennium", Memphis, Tennessee, 2001 November 7-10.
DOI: 10.34816/ifao.archives.162951
title: DENDARA - TEMPLE - Vol.VI, pl. DLXXXVI._pv_2004_03389

description: Référence : pv_2004_03389<br />Site : Dendara<br />Secteur : Crypte ouest n° 3; Temple d'Hathor<br />Type : photographie<br />
DOI: 10.5281/zenodo.6460102
title: Kassel State of Fluency - Challenge

description: The stuttering Kassel State of Fluency corpus KSoF-C, provided is derived from<br> the Kassel State of Fluency (KSoF) corpus. The original corpus fea-<br> tures some 5500 typical and nontypical (stuttering) 3-sec segments<br> from 37 German speakers with an overall duration of 4,6 hours. The<br> segments contain speech of persons who stutter (PWO). The record-<br> ings from which the segments were extracted were recorded before,<br> during, and after PWOs underwent stuttering therapy. KSOF-C only features the 4601 non-ambiguously labeled segments.<br> The task proposed in this challenge is the classification of speech<br> segments as one of the 8 classes - the seven stuttering-related classes<br> mentioned above and an eighth “garbage” class, denoting unintelligible segments, segments containing no speech, or segments that<br> are negatively affected by loud background noise. The dataset is split by speaker (train, 23 spk, devel, 6 spk, test, 8 spk)
description: {"references": ["Bj\u00f6rn W. Schuller, Anton Batliner, Shahin Amiriparian, Christian Bergler, Maurice Gerczuk, Natalie Holz, Pauline Larrouy-Maestri, Sebastian Bayerl, Korbinian Riedhammer, Adria Mallol-Ragolta, Maria Pateraki, Harry Coppock, Ivan Kiskin, Stephen Roberts: \"The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitos\", Proceedings ACM Multimedia 2022, ACM, Lisbon, Portugal, 2022.", "Sebastian P. Bayerl, Alexander Wolff von Gudenberg, Florian H\u00f6nig, Elmar N\u00f6th, Korbinian Riedhammer: \"KSoF: The Kassel State of Fluency Dataset - A Therapy Centered Dataset of Stuttering\", Proceedings LREC 2022, Marseille, France, 2022."]}
DOI: 10.15468/dl.4ae99f
title: Occurrence Download

description: A dataset containing 494 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boerhavia paludosa (Domin) Meikle"
 ]
}

 The dataset includes 494 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097574-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.162952
title: DENDARA - TEMPLE - Vol.VI, pl. DLXXXVI._pv_2004_03390

description: Référence : pv_2004_03390<br />Site : Dendara<br />Secteur : Crypte ouest n° 3; Temple d'Hathor<br />Type : photographie<br />
DOI: 10.5281/zenodo.6460101
title: Kassel State of Fluency - Challenge

description: The stuttering Kassel State of Fluency corpus KSoF-C, provided is derived from
the Kassel State of Fluency (KSoF) corpus. The original corpus fea-
tures some 5500 typical and nontypical (stuttering) 3-sec segments
from 37 German speakers with an overall duration of 4,6 hours. The
segments contain speech of persons who stutter (PWO). The record-
ings from which the segments were extracted were recorded before,
during, and after PWOs underwent stuttering therapy.


KSOF-C only features the 4601 non-ambiguously labeled segments.
The task proposed in this challenge is the classification of speech
segments as one of the 8 classes - the seven stuttering-related classes
mentioned above and an eighth “garbage” class, denoting unintelligible segments, segments containing no speech, or segments that
are negatively affected by loud background noise. The dataset is split by speaker (train, 23 spk, devel, 6 spk, test, 8 spk)
description: How to get the data:



be a non-profit/ academic researcher

fill out the EULA

send the signed EULA back to us


The signed EULA must be sent to us before we can give you acces to the data. Please follow the instructions described on the KSoF website for this. You can find the EULA here under License or on the website.
DOI: 10.5281/zenodo.7258757
title: Kassel State of Fluency - Challenge

description: The stuttering Kassel State of Fluency corpus KSoF-C, provided is derived from
the Kassel State of Fluency (KSoF) corpus. The original corpus fea-
tures some 5500 typical and nontypical (stuttering) 3-sec segments
from 37 German speakers with an overall duration of 4,6 hours. The
segments contain speech of persons who stutter (PWO). The record-
ings from which the segments were extracted were recorded before,
during, and after PWOs underwent stuttering therapy.


KSOF-C only features the 4601 non-ambiguously labeled segments.
The task proposed in this challenge is the classification of speech
segments as one of the 8 classes - the seven stuttering-related classes
mentioned above and an eighth “garbage” class, denoting unintelligible segments, segments containing no speech, or segments that
are negatively affected by loud background noise. The dataset is split by speaker (train, 23 spk, devel, 6 spk, test, 8 spk)
description: How to get the data:



be a non-profit/ academic researcher

fill out the EULA

send the signed EULA back to us


The signed EULA must be sent to us before we can give you acces to the data. Please follow the instructions described on the KSoF website for this. You can find the EULA here under License or on the website.
DOI: 10.15468/dl.nxr9j9
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Citrus australasica F.Muell."
 ]
}

 The dataset includes 288 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074930-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-233305
title: Chairladies and youth handbook, COGIC, [1992?]

description: [description english/roman)] Chairladies and youth handbook, Church of God in Christ (COGIC), [1992?].
DOI: 10.34816/ifao.archives.162953
title: DENDARA - TEMPLE - Vol.VI, pl. DLXXXVI._pv_2004_03391

description: Référence : pv_2004_03391<br />Site : Dendara<br />Secteur : Crypte ouest n° 3; Temple d'Hathor<br />Type : photographie<br />
DOI: 10.15468/dl.z96sd6
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen, Fossil)",
 "Continent is North America",
 "Country is one of (United States of America, Canada, Mexico)",
 "Geometry POLYGON((-125.21954 48.73116,-125.59619 38.25514,-118.14029 22.6045,-79.91687 22.40536,-66.66067 41.6876,-67.10086 48.32998,-101.70221 51.59913,-125.21954 48.73116))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ursus arctos Linnaeus, 1758",
 "Year 1700-2000"
 ]
}

 The dataset includes 112 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0433344-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.162954
title: DENDARA - TEMPLE - Vol.VI, pl. DLXXXIX._pv_2004_03392

description: Référence : pv_2004_03392<br />Site : Dendara<br />Secteur : Crypte ouest n° 3; Temple d'Hathor<br />Type : photographie<br />
DOI: 10.15468/dl.w4g7mz
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.00177 36.43066,-2.9306 36.43066,-2.9306 37.30957,-4.00177 37.30957,-4.00177 36.43066))",
 "TaxonKey is Betula L."
 ]
}

 The dataset includes 24 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001563-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-234575
title: Expository preaching and leadership conference, COGIC, program, 2005

description: [description english/roman)] Expository preaching and leadership conference, Church of God in Christ (COGIC), program, Dallas, Texas, 2005 July 29-30.
DOI: 10.34816/ifao.archives.162955
title: DENDARA - TEMPLE - Vol.VI, pl. DLXXXIX._pv_2004_03393

description: Référence : pv_2004_03393<br />Site : Dendara<br />Secteur : Crypte ouest n° 3; Temple d'Hathor<br />Type : photographie<br />
DOI: 10.15468/dl.tskmdh
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Magnolia duperreana Pierre"
 ]
}

 The dataset includes 53 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097586-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.162956
title: DENDARA - TEMPLE - Vol.VI, pl. DLXXXIX._pv_2004_03394

description: Référence : pv_2004_03394<br />Site : Dendara<br />Secteur : Crypte ouest n° 3; Temple d'Hathor<br />Type : photographie<br />
DOI: 10.15468/dl.zxdhrr
title: Occurrence Download

description: A dataset containing 942 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bos gaurus C.H.Smith, 1827"
 ]
}

 The dataset includes 942 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0332048-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-232962
title: United National Auxiliary Convention, COGIC, syllabus, 1990

description: [description english/roman)] United National Auxiliary Convention, Church of God in Christ (COGIC), syllabus, "UNAC in training, vo. VI", San Francisco, California, 1990 July 2-7.
DOI: 10.34816/ifao.archives.162957
title: DENDARA - TEMPLE - Vol.VI, pl. DLXXXIX._pv_2004_03395

description: Référence : pv_2004_03395<br />Site : Dendara<br />Secteur : Crypte ouest n° 3; Temple d'Hathor<br />Type : photographie<br />
DOI: 10.15468/dl.qpica2
title: Occurrence Download

description: A dataset containing 3004553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "TaxonKey is Animalia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3004553 records from 955 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001563-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uv4kkd
title: Occurrence Download

description: A dataset containing 2781877 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Aythya affinis"
 ]
}

 The dataset includes 2781877 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013527-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wscmtr
title: Occurrence Download

description: A dataset containing 54631 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Living Specimen, Specimen)",
 "Continent is Asia",
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae",
 "Year 2015-2025"
 ]
}

 The dataset includes 54631 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013514-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30737916
title: Survey instrument and data legend from Microplastic content and using food waste-fed insects in fish feed influence appeal of farmed fish

description: An excel file containing the questions asked, the specific attribute levels for each choice sets, and a legend for the data file.
DOI: 10.6084/m9.figshare.30737916.v1
title: Survey instrument and data legend from Microplastic content and using food waste-fed insects in fish feed influence appeal of farmed fish

description: An excel file containing the questions asked, the specific attribute levels for each choice sets, and a legend for the data file.
DOI: 10.6084/m9.figshare.30737919
title: Data file from Microplastic content and using food waste-fed insects in fish feed influence appeal of farmed fish

description: Data used for running the choice models
DOI: 10.6084/m9.figshare.30737919.v1
title: Data file from Microplastic content and using food waste-fed insects in fish feed influence appeal of farmed fish

description: Data used for running the choice models
DOI: 10.15468/dl.js3us6
title: Occurrence Download

description: A dataset containing 1720392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Aythya americana"
 ]
}

 The dataset includes 1720392 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013528-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.34140.45447
title: Bollettino sismico Regione Umbria 2025 per Google Earth
DOI: 10.15468/dl.p2bqqn
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Acromantis satsumensis"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013583-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mk583f
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Abies squamata"
 ]
}

 The dataset includes 242 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013580-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48328/tudatalib-2025
title: Data for "Optically Accessible Electrodynamic Levitator for In-Situ LIBS Characterization of Iron Particles Under Reactive Conditions"

description: This dataset contains the results (present in Fig. 8, Fig. 9, Fig. 10, Fig. 11) in the paper ''Optically Accessible Electrodynamic Levitator for In-Situ LIBS Characterization of Iron Particles Under Reactive Conditions'' submitted for review in the journal Optics Express in 2025
DOI: 10.15468/dl.pbpj5f
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "TaxonKey is Cicindela laetescripta"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013586-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uj4srz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON ((-15.00431 36.7236, -15.00432 36.72398, -15.00435 36.72435, -15.00442 36.72473, -15.0045 36.7251, -15.00461 36.72546, -15.00475 36.72582, -15.0049 36.72618, -15.00508 36.72653, -15.00528 36.72687, -15.00551 36.7272, -15.00575 36.72752, -15.00602 36.72783, -15.00631 36.72813, -15.00661 36.72842, -15.00694 36.72869, -15.00728 36.72895, -15.00764 36.7292, -15.00801 36.72942, -15.0084 36.72964, -15.0088 36.72984, -15.00921 36.73002, -15.00963 36.73018, -15.01007 36.73032, -15.01051 36.73045, -15.01096 36.73055, -15.01142 36.73064, -15.01188 36.73071, -15.01235 36.73076, -15.01282 36.73079, -15.01329 36.7308, -15.01376 36.73079, -15.01423 36.73076, -15.01469 36.73071, -15.01516 36.73064, -15.01561 36.73055, -15.01606 36.73045, -15.01651 36.73032, -15.01694 36.73018, -15.01737 36.73002, -15.01778 36.72984, -15.01818 36.72964, -15.01857 36.72942, -15.01894 36.7292, -15.0193 36.72895, -15.01964 36.72869, -15.01996 36.72842, -15.02027 36.72813, -15.02056 36.72783, -15.02082 36.72752, -15.02107 36.7272, -15.02129 36.72687, -15.0215 36.72653, -15.02168 36.72618, -15.02183 36.72582, -15.02197 36.72546, -15.02208 36.7251, -15.02216 36.72473, -15.02222 36.72435, -15.02226 36.72398, -15.02227 36.7236, -15.02226 36.72322, -15.02222 36.72285, -15.02216 36.72247, -15.02208 36.7221, -15.02197 36.72174, -15.02183 36.72137, -15.02168 36.72102, -15.0215 36.72067, -15.02129 36.72033, -15.02107 36.72, -15.02082 36.71968, -15.02056 36.71937, -15.02027 36.71907, -15.01996 36.71878, -15.01964 36.71851, -15.0193 36.71825, -15.01894 36.718, -15.01857 36.71777, -15.01818 36.71756, -15.01778 36.71736, -15.01737 36.71718, -15.01694 36.71702, -15.01651 36.71688, -15.01606 36.71675, -15.01561 36.71664, -15.01516 36.71656, -15.01469 36.71649, -15.01423 36.71644, -15.01376 36.71641, -15.01329 36.7164, -15.01282 36.71641, -15.01235 36.71644, -15.01188 36.71649, -15.01142 36.71656, -15.01096 36.71664, -15.01051 36.71675, -15.01007 36.71688, -15.00963 36.71702, -15.00921 36.71718, -15.0088 36.71736, -15.0084 36.71756, -15.00801 36.71777, -15.00764 36.718, -15.00728 36.71825, -15.00694 36.71851, -15.00661 36.71878, -15.00631 36.71907, -15.00602 36.71937, -15.00575 36.71968, -15.00551 36.72, -15.00528 36.72033, -15.00508 36.72067, -15.0049 36.72102, -15.00475 36.72137, -15.00461 36.72174, -15.0045 36.7221, -15.00442 36.72247, -15.00435 36.72285, -15.00432 36.72322, -15.00431 36.7236))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013587-251120083545085/datasets/export for details.
DOI: 10.15468/dl.w5frgh
title: Occurrence Download

description: A dataset containing 16916 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thecadactylus rapicauda"
 ]
}

 The dataset includes 16916 records from 260 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013584-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69fnc2
title: Occurrence Download

description: A dataset containing 767083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "GadmGid is FRA.6.5_1",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862",
 "TaxonKey is Plantae",
 "Year 2005-2025"
 ]
}

 The dataset includes 767083 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013557-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13905091
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.4tptm5
title: Occurrence Download

description: A dataset containing 870966 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((27.395197511023234 -26.67569054363425, 27.951731634813314 -26.67569054363425, 27.951731634813314 -25.941648766044278, 27.395197511023234 -25.941648766044278, 27.395197511023234 -26.67569054363425))"
 ]
}

 The dataset includes 870966 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013526-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/y9mvs
title: Optimal control of microgrid data

description: This provides the data for the optimal control of microgrid using a hybrid Smell Agent Symbiosis Organism Search Algorithm (SASOS). In microgrid operation, a single optimization algorithm often lacks the required balance between accuracy and speed to control power system parameters such as frequency and voltage effectively. The hybrid algorithm reduces the imbalance between exploitation and exploration and increases the effectiveness of control optimization in microgrids. To achieve this, various energy resource models were coordinated into a single model for optimal energy generation and distribution to loads. The optimization problem was formulated based on the network power flow and the discrete-time sampling of the constrained control parameters. The development of SASOS comprises components of Symbiotic Organism Search (SOS) and Smell Agent Optimization (SAO) codified in an optimization loop. Twenty-four standard test function benchmarks were used to evaluate the performance of the algorithm developed. The experimental analysis revealed that SASOS obtained 58.82% of the Desired Convergence Goal (DCG) in 17 of the benchmark functions. SASOS was implemented in the Microgrid Central Controller (MCC)