Internet of things-based photovoltaics parameter monitoring system using NodeMCU ESP8266

The use of the internet of things (IoT) in solar photovoltaic (PV) systems is a critical feature for remote monitoring, supervising, and performance evaluation. Furthermore, it improves the long-term viability, consistency, efficiency, and system maintenance of energy production. However, previous r...

Full description

Saved in:
Bibliographic Details
Published inInternational journal of electrical and computer engineering (Malacca, Malacca) Vol. 11; no. 6; p. 5578
Main Authors Sutikno, Tole, Satrian Purnama, Hendril, Pamungkas, Anggit, Fadlil, Abdul, Mohd Alsofyani, Ibrahim, Jopri, Mohd Hatta
Format Journal Article
LanguageEnglish
Published Yogyakarta IAES Institute of Advanced Engineering and Science 01.12.2021
Subjects
Online AccessGet full text
ISSN2088-8708
2722-2578
2088-8708
DOI10.11591/ijece.v11i6.pp5578-5587

Cover

Abstract The use of the internet of things (IoT) in solar photovoltaic (PV) systems is a critical feature for remote monitoring, supervising, and performance evaluation. Furthermore, it improves the long-term viability, consistency, efficiency, and system maintenance of energy production. However, previous researchers' proposed PV monitoring systems are relatively complex and expensive. Furthermore, the existing systems do not have any backup data, which means that the acquired data could be lost if the network connection fails. This paper presents a simple and low-cost IoT-based PV parameter monitoring system, with additional backup data stored on a microSD card. A NodeMCU ESP8266 development board is chosen as the main controller because it is a system-on-chip (SOC) microcontroller with integrated Wi-Fi and low-power support, all in one chip to reduce the cost of the proposed system. The solar irradiance, ambient temperature, PV output voltage and PV output current, are measured with photo-diodes, DHT22, impedance dividers and ACS712. While, the PV output power is a product of the PV voltage and PV current. ThingSpeak, an open-source software, is used as a cloud database and data monitoring tool in the form of interactive graphics. The results showed that the system was designed to be highly accurate, reliable, simple to use, and low-cost.
AbstractList The use of the internet of things (IoT) in solar photovoltaic (PV) systems is a critical feature for remote monitoring, supervising, and performance evaluation. Furthermore, it improves the long-term viability, consistency, efficiency, and system maintenance of energy production. However, previous researchers' proposed PV monitoring systems are relatively complex and expensive. Furthermore, the existing systems do not have any backup data, which means that the acquired data could be lost if the network connection fails. This paper presents a simple and low-cost IoT-based PV parameter monitoring system, with additional backup data stored on a microSD card. A NodeMCU ESP8266 development board is chosen as the main controller because it is a system-on-chip (SOC) microcontroller with integrated Wi-Fi and low-power support, all in one chip to reduce the cost of the proposed system. The solar irradiance, ambient temperature, PV output voltage and PV output current, are measured with photo-diodes, DHT22, impedance dividers and ACS712. While, the PV output power is a product of the PV voltage and PV current. ThingSpeak, an open-source software, is used as a cloud database and data monitoring tool in the form of interactive graphics. The results showed that the system was designed to be highly accurate, reliable, simple to use, and low-cost.
Author Pamungkas, Anggit
Jopri, Mohd Hatta
Mohd Alsofyani, Ibrahim
Fadlil, Abdul
Sutikno, Tole
Satrian Purnama, Hendril
Author_xml – sequence: 1
  givenname: Tole
  surname: Sutikno
  fullname: Sutikno, Tole
– sequence: 2
  givenname: Hendril
  surname: Satrian Purnama
  fullname: Satrian Purnama, Hendril
– sequence: 3
  givenname: Anggit
  surname: Pamungkas
  fullname: Pamungkas, Anggit
– sequence: 4
  givenname: Abdul
  surname: Fadlil
  fullname: Fadlil, Abdul
– sequence: 5
  givenname: Ibrahim
  surname: Mohd Alsofyani
  fullname: Mohd Alsofyani, Ibrahim
– sequence: 6
  givenname: Mohd Hatta
  surname: Jopri
  fullname: Jopri, Mohd Hatta
BookMark eNqFkEtLAzEUhYMoWGv_Q8D11CSTTNKNIKVqoT5AC-5CJsnYlE4yJmmh_95p68qNq_vgnHMv3xU498FbACBGY4zZBN-6tdV2vMPYVeOuY4yLgjHBz8CAcEIK0i_O-x4JUQiOxCUYpeRqRCmniFdsAD7nPtvobYahgXnl_FcqapWsgd0q5LALm6ycTrBTUbW2l8I2eJdD7JUw7VO2Ldymw_ASjH2eLuHs_U2QqroGF43aJDv6rUOwfJh9TJ-KxevjfHq_KDRhhBeUaMEFqzVnvGG1EUxoTppKqEYJVXJrqFAG1QwzRoyihJKmrjkzyPDSlKwcgptTbhfD99amLNdhG31_UvZf4Ek1IfSgEieVjiGlaBvZRdequJcYySNKeUQpjyjlCaU8oOytd3-s2mWVXfA5Krf5P-AH29iBQQ
CitedBy_id crossref_primary_10_46627_silet_v3i2_207
crossref_primary_10_3390_en16020996
crossref_primary_10_47992_IJAEML_2581_7000_0209
crossref_primary_10_47134_innovative_v3i3_107
crossref_primary_10_3390_agronomy14123030
crossref_primary_10_1088_1742_6596_2538_1_012004
ContentType Journal Article
Copyright Copyright IAES Institute of Advanced Engineering and Science Dec 2021
Copyright_xml – notice: Copyright IAES Institute of Advanced Engineering and Science Dec 2021
DBID AAYXX
CITATION
8FE
8FG
ABJCF
ABUWG
AFKRA
ARAPS
AZQEC
BENPR
BGLVJ
BVBZV
CCPQU
DWQXO
GNUQQ
HCIFZ
JQ2
K7-
L6V
M7S
P5Z
P62
PHGZM
PHGZT
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PTHSS
DOI 10.11591/ijece.v11i6.pp5578-5587
DatabaseName CrossRef
ProQuest SciTech Collection
ProQuest Technology Collection
ProQuest SciTech Premium Collection Technology Collection Materials Science & Engineering Database
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Central
ProQuest Technology Collection
East & South Asia Database
ProQuest One
ProQuest Central Korea
ProQuest Central Student
SciTech Premium Collection
ProQuest Computer Science Collection
Computer Science Database
ProQuest Engineering Collection
Engineering Database
ProQuest advanced technologies & aerospace journals
ProQuest Advanced Technologies & Aerospace Collection
Proquest Central Premium
ProQuest One Academic (New)
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
Engineering Collection
DatabaseTitle CrossRef
Computer Science Database
ProQuest Central Student
Technology Collection
ProQuest One Academic Middle East (New)
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Computer Science Collection
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Central China
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest Engineering Collection
ProQuest Central Korea
ProQuest Central (New)
Engineering Collection
Advanced Technologies & Aerospace Collection
Engineering Database
ProQuest One Academic Eastern Edition
ProQuest Technology Collection
ProQuest SciTech Collection
East & South Asia Database
Advanced Technologies & Aerospace Database
ProQuest One Academic UKI Edition
Materials Science & Engineering Collection
ProQuest One Academic
ProQuest One Academic (New)
DatabaseTitleList CrossRef
Computer Science Database
Database_xml – sequence: 1
  dbid: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 2722-2578
2088-8708
ExternalDocumentID 10_11591_ijece_v11i6_pp5578_5587
GroupedDBID .4S
.DC
8FE
8FG
AAKDD
AAYXX
ABJCF
ABUWG
AFKRA
ALMA_UNASSIGNED_HOLDINGS
ARAPS
ARCSS
BENPR
BGLVJ
BPHCQ
BVBZV
CCPQU
CITATION
EOJEC
HCIFZ
I-F
K6V
K7-
KWQ
L6V
M7S
OBODZ
OK1
P62
PHGZM
PHGZT
PQGLB
PQQKQ
PROAC
PTHSS
PUEGO
TUS
AZQEC
DWQXO
GNUQQ
JQ2
PKEHL
PQEST
PQUKI
PRINS
ID FETCH-LOGICAL-c2527-42c8785bc757f5bd858c72f68afa8a37ed48ad0b51552da4242fbb75d0d73d353
IEDL.DBID 8FG
ISSN 2088-8708
IngestDate Fri Jul 25 12:11:52 EDT 2025
Wed Oct 01 02:05:25 EDT 2025
Thu Apr 24 23:11:21 EDT 2025
IsDoiOpenAccess false
IsOpenAccess true
IsPeerReviewed false
IsScholarly true
Issue 6
Language English
License http://creativecommons.org/licenses/by-sa/4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c2527-42c8785bc757f5bd858c72f68afa8a37ed48ad0b51552da4242fbb75d0d73d353
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
OpenAccessLink http://ijece.iaescore.com/index.php/IJECE/article/download/22944/15737
PQID 2661969245
PQPubID 1686344
ParticipantIDs proquest_journals_2661969245
crossref_primary_10_11591_ijece_v11i6_pp5578_5587
crossref_citationtrail_10_11591_ijece_v11i6_pp5578_5587
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2021-12-01
20211201
PublicationDateYYYYMMDD 2021-12-01
PublicationDate_xml – month: 12
  year: 2021
  text: 2021-12-01
  day: 01
PublicationDecade 2020
PublicationPlace Yogyakarta
PublicationPlace_xml – name: Yogyakarta
PublicationTitle International journal of electrical and computer engineering (Malacca, Malacca)
PublicationYear 2021
Publisher IAES Institute of Advanced Engineering and Science
Publisher_xml – name: IAES Institute of Advanced Engineering and Science
SSID ssib044740765
ssj0000866295
Score 2.4280093
Snippet The use of the internet of things (IoT) in solar photovoltaic (PV) systems is a critical feature for remote monitoring, supervising, and performance...
SourceID proquest
crossref
SourceType Aggregation Database
Enrichment Source
Index Database
StartPage 5578
SubjectTerms Ambient temperature
Computer graphics
Data acquisition
Electric potential
Internet of Things
Irradiance
Low cost
Microcontrollers
Monitoring systems
Parameters
Performance evaluation
Photovoltaic cells
Remote monitoring
System on chip
Voltage
Title Internet of things-based photovoltaics parameter monitoring system using NodeMCU ESP8266
URI https://www.proquest.com/docview/2661969245
Volume 11
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVHPJ
  databaseName: ROAD: Directory of Open Access Scholarly Resources
  customDbUrl:
  eissn: 2722-2578
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssib044740765
  issn: 2088-8708
  databaseCode: M~E
  dateStart: 20110101
  isFulltext: true
  titleUrlDefault: https://road.issn.org
  providerName: ISSN International Centre
– providerCode: PRVPQU
  databaseName: East & South Asia Database
  customDbUrl:
  eissn: 2722-2578
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000866295
  issn: 2088-8708
  databaseCode: BVBZV
  dateStart: 20110901
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/eastsouthasia
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Central
  customDbUrl: http://www.proquest.com/pqcentral?accountid=15518
  eissn: 2722-2578
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000866295
  issn: 2088-8708
  databaseCode: BENPR
  dateStart: 20110901
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Technology Collection
  customDbUrl:
  eissn: 2722-2578
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000866295
  issn: 2088-8708
  databaseCode: 8FG
  dateStart: 20110901
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/technologycollection1
  providerName: ProQuest
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV05T8MwFLaALjAgTnHLA6shceIjE4KqBSG1QkClblF8cQiaQAMjvx0_J-VYEGNkveXzu_P5PYQOpdYw886RzNCCpMpbumSZI5FJIq1TpzIDD5wHQ34xSi_HbNw23KYtrXLmE4OjNqWGHvkxBJKM-2qBnVQvBLZGwd_VdoXGPOrE1GsSvBTvn3_1WHy6zmnGZgQelsXHD49W26P3OH7gR1XFvL4SxoBP9zMq_XbKIdL0V9BymyLi0-ZOV9GcnayhpR-DA9fRuGnk2RqXDtdh9SaBeGRwdV_WpXc5vuLXUwyDvZ-B8IKfg-2CNG6GN2NgvN_hYWnsoDvCvZsrXwLwDTTq9267F6TdkUA0ZVSQlGopJFNaMOGYMpJJLajjsnCFLBJhTSoLEynY5EJNkfqI7JQSzERGJCZhySZamJQTu4WwkUpzbgXVzKYmodJwJSIdC5HYpHBqG4kZRrluB4jDHounPBQSHt08oJsHdPMG3RzQ3Ubxl2TVDNH4h8ze7Bry1qym-bcS7Px9vIsWKZBPAu9kDy3Ur29232cPtToIKnKAOme94dW1_xp89D4BLr7Irw
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1NTxRBEO0QOKgHA35EFLEPemyY6Z7-mAMxBFgXYTcmssne2ukvXQI7Iztq-FP-Rrp6dhAvxgvnSV1eV1d19bx-D6G3ylrQvAukdLQihYk7XfEykMyxzNoimNLBA-fRWAwnxccpn66g3_1bGKBV9jUxFWpXW7gj34VGUoo4LfD3zXcCrlHwd7W30OjS4sRf_4oj22Lv-DCu7ztKB0dnB0OydBUglnIqSUGtkoobK7kM3DjFlZU0CFWFSlVMeleoymUGvE-oq4rYw4IxkrvMSeaSS0Qs-WsFYwy0-tXgw-2dThwPBC15TxjiZb47O_fW7_zM85nYaRoe9wfhHPh7d7vg300gdbbBOnq8PJLi_S6HNtCKnz9Bj-4IFT5F0-7i0Le4DrhNVp8E-p_Dzbe6rWOJa6uZXWAQEr8Egg2-TLUConEnFo2BYf8Vj2vnRwcTfPT5Uxw5xDM0uRf0nqPVeT33LxB2ylghvKSW-8IxqpwwMrO5lMyzKphNJHuMtF0KloNvxoVOg0tEVyd0dUJXd-hqQHcT5beRTSfa8R8xW_0y6OU2Xug_Sffy35_foAfDs9GpPj0en7xCDykQXxLnZQuttlc__Ot4cmnNdkoXjL7cd37eABfdApE
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Internet+of+things-based+photovoltaics+parameter+monitoring+system+using+NodeMCU+ESP8266&rft.jtitle=International+journal+of+electrical+and+computer+engineering+%28Malacca%2C+Malacca%29&rft.au=Tole+Sutikno&rft.au=Purnama%2C+Hendril+Satrian&rft.au=Pamungkas%2C+Anggit&rft.au=Fadlil%2C+Abdul&rft.date=2021-12-01&rft.pub=IAES+Institute+of+Advanced+Engineering+and+Science&rft.eissn=2088-8708&rft.volume=11&rft.issue=6&rft.spage=5578&rft_id=info:doi/10.11591%2Fijece.v11i6.pp5578-5587
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2088-8708&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2088-8708&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2088-8708&client=summon