Advancing Smart Lighting: A Developmental Approach to Energy Efficiency through Brightness Adjustment Strategies
Smart lighting control systems represent an advanced approach to reducing energy use. These systems leverage advanced technology to provide users with better control over their lighting, allowing them to manually, remotely, and automatically modify the brightness, color, and timing of their lights....
Saved in:
Published in | Journal of low power electronics and applications Vol. 14; no. 1; p. 6 |
---|---|
Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Basel
MDPI AG
01.01.2024
|
Subjects | |
Online Access | Get full text |
ISSN | 2079-9268 2079-9268 |
DOI | 10.3390/jlpea14010006 |
Cover
Abstract | Smart lighting control systems represent an advanced approach to reducing energy use. These systems leverage advanced technology to provide users with better control over their lighting, allowing them to manually, remotely, and automatically modify the brightness, color, and timing of their lights. In this study, we aimed to enhance the energy efficiency of smart lighting systems by using light source data. A multifaceted approach was employed, involving the following three scenarios: sensing device, daylight data, and a combination of both. A low-cost sensor and third-party API were used for data collection, and a prototype application was developed for real-time monitoring. The results showed that combining sensor and daylight data effectively reduced energy consumption, and the rule-based algorithm further optimized energy usage. The prototype application provided real-time monitoring and actionable insights, thus contributing to overall energy optimization. |
---|---|
AbstractList | Smart lighting control systems represent an advanced approach to reducing energy use. These systems leverage advanced technology to provide users with better control over their lighting, allowing them to manually, remotely, and automatically modify the brightness, color, and timing of their lights. In this study, we aimed to enhance the energy efficiency of smart lighting systems by using light source data. A multifaceted approach was employed, involving the following three scenarios: sensing device, daylight data, and a combination of both. A low-cost sensor and third-party API were used for data collection, and a prototype application was developed for real-time monitoring. The results showed that combining sensor and daylight data effectively reduced energy consumption, and the rule-based algorithm further optimized energy usage. The prototype application provided real-time monitoring and actionable insights, thus contributing to overall energy optimization. |
Audience | Academic |
Author | Widartha, Vandha Pradwiyasma Lee, Su-Yeon Ra, Ilkyeun Kim, Chang-Soo |
Author_xml | – sequence: 1 givenname: Vandha Pradwiyasma orcidid: 0000-0001-9790-7597 surname: Widartha fullname: Widartha, Vandha Pradwiyasma – sequence: 2 givenname: Ilkyeun orcidid: 0000-0002-9277-5780 surname: Ra fullname: Ra, Ilkyeun – sequence: 3 givenname: Su-Yeon surname: Lee fullname: Lee, Su-Yeon – sequence: 4 givenname: Chang-Soo surname: Kim fullname: Kim, Chang-Soo |
BookMark | eNptkc9vFCEcxSemJtbao3cSz1u__JhZ8DbW1TbZxEP1TCjzZZbJLIzANtn_XtbVxBrDAXh5nxce39fNRYgBm-YthRvOFbyf5gUNFUABoHvRXDJYq5Vinbz46_yquc55qg5QlEvBL5ulH55MsD6M5GFvUiFbP-5KvX4gPfmETzjHZY-hmJn0y5KisTtSItkETOORbJzz1mOwR1J2KR7GHfmYTgEBcyb9MB1yOdHkoSRTcPSY3zQvnZkzXv_er5rvnzffbu9W269f7m_77coKUGUlaIfSUOnwEQbROQqPwg68VaqlSrBWDrJroW1bNGxozeDaKlGOnAsruXT8qrk_5w7RTHpJvrY76mi8_iXENOpa19sZNcXOMslcJ5URVIKSa2U5UOq4ZApMzXp3zqof8OOAuegpHlKoz9ccgHOQawbVdXN2jaaG-uBiLW3rGnDvbZ2W81Xv11IyoRg9AfwM2BRzTui09cUUH0MF_awp6NNo9bPRVmr1D_Wn3P_9PwFLIqbK |
CitedBy_id | crossref_primary_10_1364_OE_544542 crossref_primary_10_3390_su162410831 crossref_primary_10_3390_fi17020090 |
Cites_doi | 10.1016/j.eneco.2022.106023 10.1016/j.enbuild.2016.12.069 10.1109/ICIEAM.2017.8076145 10.1007/s10462-023-10441-3 10.1109/TIA.2022.3183957 10.1049/iet-pel.2015.0664 10.3390/s23041853 10.1109/ACCESS.2022.3158494 10.1016/j.enconman.2005.06.016 10.1016/j.enbuild.2022.111874 10.21086/ksles.2014.12.21.6.987 10.55248/gengpi.2022.3.9.24 10.4236/ica.2021.121001 10.1109/TCE.2013.6490243 10.1016/j.cie.2022.108302 10.1088/1757-899X/1212/1/012043 10.3390/en11113143 10.3390/app10238545 10.55248/gengpi.2022.3.10.55 10.3390/s22218523 10.19053/01211129.v29.n54.2020.11060 10.1109/IDAACS.2011.6072726 10.3390/app10062004 10.1016/j.enbuild.2022.112022 10.3390/ijerph17041217 10.1155/2014/745894 |
ContentType | Journal Article |
Copyright | COPYRIGHT 2024 MDPI AG 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
Copyright_xml | – notice: COPYRIGHT 2024 MDPI AG – notice: 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
DBID | AAYXX CITATION 7SP 8FD 8FE 8FG ABUWG AFKRA ARAPS AZQEC BENPR BGLVJ CCPQU DWQXO F28 FR3 HCIFZ L7M P5Z P62 PHGZM PHGZT PIMPY PKEHL PQEST PQGLB PQQKQ PQUKI DOA |
DOI | 10.3390/jlpea14010006 |
DatabaseName | CrossRef Electronics & Communications Abstracts Technology Research Database ProQuest SciTech Collection ProQuest Technology Collection ProQuest Central (Alumni) ProQuest Central UK/Ireland ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest Central Technology collection ProQuest One Community College ProQuest Central ANTE: Abstracts in New Technology & Engineering Engineering Research Database SciTech Premium Collection Advanced Technologies Database with Aerospace Advanced Technologies & Aerospace Database ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Premium ProQuest One Academic (New) ProQuest Publicly Available Content Database 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 DOAJ Directory of Open Access Journals |
DatabaseTitle | CrossRef Publicly Available Content Database Technology Collection Technology Research Database ProQuest One Academic Middle East (New) ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ProQuest Central ProQuest One Applied & Life Sciences ProQuest Central Korea ProQuest Central (New) Advanced Technologies Database with Aerospace ANTE: Abstracts in New Technology & Engineering Advanced Technologies & Aerospace Collection ProQuest One Academic Eastern Edition Electronics & Communications Abstracts ProQuest Technology Collection ProQuest SciTech Collection Advanced Technologies & Aerospace Database ProQuest One Academic UKI Edition Engineering Research Database ProQuest One Academic ProQuest One Academic (New) |
DatabaseTitleList | CrossRef Publicly Available Content Database |
Database_xml | – sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: 8FG name: ProQuest Technology Collection url: https://search.proquest.com/technologycollection1 sourceTypes: Aggregation Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering |
EISSN | 2079-9268 |
ExternalDocumentID | oai_doaj_org_article_1e6c282f689a41809879c3011f38290a A788249210 10_3390_jlpea14010006 |
GroupedDBID | .4S .DC 5VS 8FE 8FG AADQD AAYXX ACIWK ADBBV ADMLS AFKRA AFZYC ALMA_UNASSIGNED_HOLDINGS ARAPS ARCSS BCNDV BENPR BGLVJ CCPQU CITATION GROUPED_DOAJ HCIFZ IAO ITC KQ8 MK~ MODMG M~E OK1 P62 PHGZM PHGZT PIMPY PROAC TUS PMFND 7SP 8FD ABUWG AZQEC DWQXO F28 FR3 L7M PKEHL PQEST PQGLB PQQKQ PQUKI PUEGO |
ID | FETCH-LOGICAL-c409t-416e8a18feb0d46f10b4cd35995194258d8650555ea2d5adf558d13e334c838f3 |
IEDL.DBID | BENPR |
ISSN | 2079-9268 |
IngestDate | Wed Aug 27 01:24:42 EDT 2025 Fri Jul 25 22:58:22 EDT 2025 Tue Jun 10 21:11:04 EDT 2025 Tue Jul 01 02:06:57 EDT 2025 Thu Apr 24 23:10:40 EDT 2025 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 1 |
Language | English |
License | https://creativecommons.org/licenses/by/4.0 |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c409t-416e8a18feb0d46f10b4cd35995194258d8650555ea2d5adf558d13e334c838f3 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
ORCID | 0000-0001-9790-7597 0000-0002-9277-5780 |
OpenAccessLink | https://www.proquest.com/docview/3003308720?pq-origsite=%requestingapplication%&accountid=15518 |
PQID | 3003308720 |
PQPubID | 2032378 |
ParticipantIDs | doaj_primary_oai_doaj_org_article_1e6c282f689a41809879c3011f38290a proquest_journals_3003308720 gale_infotracacademiconefile_A788249210 crossref_citationtrail_10_3390_jlpea14010006 crossref_primary_10_3390_jlpea14010006 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 20240101 |
PublicationDateYYYYMMDD | 2024-01-01 |
PublicationDate_xml | – month: 01 year: 2024 text: 20240101 day: 01 |
PublicationDecade | 2020 |
PublicationPlace | Basel |
PublicationPlace_xml | – name: Basel |
PublicationTitle | Journal of low power electronics and applications |
PublicationYear | 2024 |
Publisher | MDPI AG |
Publisher_xml | – name: MDPI AG |
References | ref_13 Mouaadh (ref_5) 2022; 13 ref_12 Baik (ref_8) 2014; 21 Byali (ref_29) 2022; 3 ref_19 ref_18 Cheng (ref_24) 2016; 9 ref_17 ref_16 ref_15 Tang (ref_27) 2017; 138 Waluyo (ref_9) 2022; 1212 Kang (ref_6) 2022; 111 Lee (ref_22) 2022; 10 Mahmoud (ref_10) 2021; 12 ref_25 Gentile (ref_11) 2022; 263 ref_23 Zhang (ref_30) 2022; 170 Aussat (ref_1) 2022; 259 Islam (ref_20) 2021; 14 Ganandran (ref_31) 2014; 2014 ref_3 ref_2 Fong (ref_4) 2023; 59 Li (ref_14) 2006; 47 ref_26 Begum (ref_28) 2022; 3 (ref_21) 2020; 29 ref_7 |
References_xml | – volume: 111 start-page: 106023 year: 2022 ident: ref_6 article-title: What Is the Effect of Weather on Household Electricity Consumption? Empirical Evidence from Ireland publication-title: Energy Econ. doi: 10.1016/j.eneco.2022.106023 – volume: 138 start-page: 368 year: 2017 ident: ref_27 article-title: Development of a Prototype Smart Home Intelligent Lighting Control Architecture Using Sensors Onboard a Mobile Computing System publication-title: Energy Build doi: 10.1016/j.enbuild.2016.12.069 – ident: ref_25 doi: 10.1109/ICIEAM.2017.8076145 – ident: ref_15 doi: 10.1007/s10462-023-10441-3 – volume: 59 start-page: 38 year: 2023 ident: ref_4 article-title: Optimization of Power Usage in a Smart Nursing Home Environment publication-title: IEEE Trans. Ind. Appl. doi: 10.1109/TIA.2022.3183957 – volume: 9 start-page: 2139 year: 2016 ident: ref_24 article-title: High-Power-Factor Dimmable LED Driver with Low-Frequency Pulse-Width Modulation publication-title: IET Power Electron. doi: 10.1049/iet-pel.2015.0664 – ident: ref_19 doi: 10.3390/s23041853 – volume: 10 start-page: 28066 year: 2022 ident: ref_22 article-title: Design and Implementation of a Leader-Follower Smart Office Lighting Control System Based on IoT Technology publication-title: IEEE Access doi: 10.1109/ACCESS.2022.3158494 – volume: 47 start-page: 1133 year: 2006 ident: ref_14 article-title: Lighting and Energy Performance for an Office Using High Frequency Dimming Controls publication-title: Energy Convers. Manag. doi: 10.1016/j.enconman.2005.06.016 – volume: 259 start-page: 111874 year: 2022 ident: ref_1 article-title: A Power-Efficient Self-Calibrating Smart Lighting System publication-title: Energy Build doi: 10.1016/j.enbuild.2022.111874 – ident: ref_23 – volume: 21 start-page: 987 year: 2014 ident: ref_8 article-title: Analysis of Photoelectric Dimming Control Performance for Lighting Energy Savings in a Small Office publication-title: J. Korean Soc. Living Environ. Syst. doi: 10.21086/ksles.2014.12.21.6.987 – volume: 3 start-page: 867 year: 2022 ident: ref_29 article-title: Evaluation of NoSQL Database MongoDB with Respect to JSON Format Data Representation publication-title: Int. J. Res. Publ. Rev. doi: 10.55248/gengpi.2022.3.9.24 – volume: 13 start-page: 1966 year: 2022 ident: ref_5 article-title: Intelligent Control and Reduce Energy Consumption of Smart Street Lighting System publication-title: Int. J. Power Electron. Drive Syst. – volume: 12 start-page: 1 year: 2021 ident: ref_10 article-title: Automated Smart Utilization of Background Lights and Daylight for Green Building Efficient and Economic Indoor Lighting Intensity Control publication-title: Intell. Control Autom. doi: 10.4236/ica.2021.121001 – ident: ref_26 doi: 10.1109/TCE.2013.6490243 – volume: 170 start-page: 108302 year: 2022 ident: ref_30 article-title: Multi-Strategy Hybrid Heuristic Algorithm for Single Container Weakly Heterogeneous Loading Problem publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2022.108302 – volume: 1212 start-page: 012043 year: 2022 ident: ref_9 article-title: Development and Testing of a Light Dimming Control Using Arduino Uno publication-title: IOP Conf. Ser. Mater. Sci. Eng. doi: 10.1088/1757-899X/1212/1/012043 – ident: ref_7 doi: 10.3390/en11113143 – ident: ref_17 doi: 10.3390/app10238545 – volume: 3 start-page: 1505 year: 2022 ident: ref_28 article-title: An Art of Handling NoSQL Databases with Respect to Big Data publication-title: Int. J. Res. Publ. Rev. doi: 10.55248/gengpi.2022.3.10.55 – ident: ref_2 doi: 10.3390/s22218523 – ident: ref_12 – volume: 14 start-page: 25 year: 2021 ident: ref_20 article-title: An Energy-Efficient Microcontroller-Based Smart Light Controlling System publication-title: J. Electr. Electron. Eng. – volume: 29 start-page: 11060 year: 2020 ident: ref_21 article-title: Smart Lumini: A Smart Lighting System for Academic Environments Using IOT-Based Open-Source Hardware publication-title: Rev. Fac. De Ing. doi: 10.19053/01211129.v29.n54.2020.11060 – ident: ref_3 doi: 10.1109/IDAACS.2011.6072726 – ident: ref_13 – ident: ref_16 doi: 10.3390/app10062004 – volume: 263 start-page: 112022 year: 2022 ident: ref_11 article-title: Improving Lighting Energy Efficiency through User Response publication-title: Energy Build doi: 10.1016/j.enbuild.2022.112022 – ident: ref_18 doi: 10.3390/ijerph17041217 – volume: 2014 start-page: 745894 year: 2014 ident: ref_31 article-title: Cost-Benefit Analysis and Emission Reduction of Energy Efficient Lighting at the Universiti Tenaga Nasional publication-title: Sci. World J. doi: 10.1155/2014/745894 |
SSID | ssj0000913843 |
Score | 2.3198419 |
Snippet | Smart lighting control systems represent an advanced approach to reducing energy use. These systems leverage advanced technology to provide users with better... |
SourceID | doaj proquest gale crossref |
SourceType | Open Website Aggregation Database Enrichment Source Index Database |
StartPage | 6 |
SubjectTerms | Algorithms Analysis Automation Brightness Control systems Data collection Data entry Daylight Energy conservation Energy consumption Energy efficiency Energy management systems Energy use Green buildings Internet of Things Light emitting diodes Light sources Lighting Lighting systems Monitoring Prototypes Real time recommendation system rule-based heuristic Sensors smart lighting system |
SummonAdditionalLinks | – databaseName: DOAJ Directory of Open Access Journals dbid: DOA link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV07T8MwELYQEwyIpygveUCwENWO7cRha1ErhIAFkNgsx4-hKqWi7f_nzklROyAWtsSyIvt8Pn-fY39HyKXSBddehayOZZ7JUtlM-yAyZUsbWJA-JgW-p-fi_k0-vKv3lVRfeCaskQduDNfloXBAC2KhKytRbEqXlUOvjAL_ASZoxCq2QqZSDK640FI0opoCeH13NJ4Gi2wCA_TaIpS0-n-LyGmZGe6SnRYf0l7Trj2yESb7ZHtFNfCATFMmZAfP9OUDOkAfkWDD6y3t0ZVDQPiZVjGczj_pIN3yo4OkGYEXLmmbo4f2E0PHmEd7frSYpYPndKlbG2aH5G04eL27z9rECZkDujbPAGQFbbmOoWZeFpGzWjovUFuMVzBJtdcAzJRSweZeWR8VFOF2qJBOCx3FEdmcfE7CMaEhV0J6F2MsC6k9s7yumeSV1Q6Qn-MdcrO0pHGtqjgmtxgbYBdoeLNm-A65-qk-beQ0fqvYx2H5qYQq2KkAfMO0vmH-8o0OucZBNThXoVHOtlcOoGuoemV6wP9RMZGzDjlbjrtpJ_HMCEx0x3SZs5P_aM0p2coBETX7N2dkc_61COeAaOb1RXLeb54a8cI priority: 102 providerName: Directory of Open Access Journals |
Title | Advancing Smart Lighting: A Developmental Approach to Energy Efficiency through Brightness Adjustment Strategies |
URI | https://www.proquest.com/docview/3003308720 https://doaj.org/article/1e6c282f689a41809879c3011f38290a |
Volume | 14 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3fT9swED5Bedke0MY2rQMqP6DtZRFJbCfOJITaqR2atmrahsSb5fgHEmJtoeX_5851Cjywt8SxosTnO9939n0HcCRVVSgnfdaGusxELU2mnOeZNLXxuRcuRAa-n9Pq7Fx8v5AXWzDtcmHoWGVnE6OhdnNLMfJjTlXHclWX-eniJqOqUbS72pXQMKm0gjuJFGPbsIMmWeY92BmNp79-b6IuxIKpBF-TbXLE-8dX1wtvCGWQ4X6yOEUO_-csdVx-Jq9gN_mNbLgW9GvY8rM9ePmITfANLGKFZIvX7M8_nBHsBwFvvP3ChuzR4SB6TWISZ6s5G8fsPzaOXBKUiMlS7R42isidbCEbuqu7ZTyQzjo-W798C-eT8d-vZ1kqqJBZhHGrDJ0vr0yhgm9zJ6pQ5K2wjhPnWNGg8iqn0GGTUnpTOmlckNhEYVIurOIq8HfQm81n_j0wX0ounA0h1JVQLjdF2-aiaIyy6BHaog-fu5HUNrGNU9GLa42ogwZePxn4PnzcdF-saTae6zgisWw6ETt2bJjfXuqkbLrwlUUoGSrVGEEEZapuLFmywGnf2PThEwlVkw7jR1mTUhHw14gNSw9rxB2iQTTch4NO7jop91I_TMUP_3-8Dy9K9IHWEZsD6K1u7_wh-jCrdgDbavJtkKbnIEYC7gFSwfM- |
linkProvider | ProQuest |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1LbxMxEB6V9AAcEE8RKOADjwur7q7tXQepQgmkSmkaIWil3ozXD6SqJKFJhfhz_DZmHG9oD-XW2z4sa9eP8Xxjz_cBvJSqKpSTPmtCXWailiZTzvNMmtr43AsXIgPfwaQaHYlPx_J4A_60uTB0rLK1idFQu5mlGPk2J9WxXNVl_n7-MyPVKNpdbSU0TJJWcDuRYiwlduz7378Qwi129j5if78qy93h4YdRllQGMovYZpmhR-KVKVTwTe5EFYq8EdZxIuJCgF9K5RR6MVJKb0onjQsSH1HskAuruAoc670Bm4ICKB3YHAwnn7-sozzEuqkEX5F7ct7Lt09O594QqqGF4tJiGDUDrloZ4nK3exfuJD-V9VcD6x5s-Ol9uH2BvfABzKMis8Vr9vUHjkA2JqCPt-9Yn104jETVJOZytpyxYcw2ZMPIXUGJnyxpBbFBjBSQ7WV9d3K-iAfgWcuf6xcP4ehamvYRdKazqX8MzJeSC2dDCHUllMtN0TS5KHpGWfRAbdGFt21LapvYzUlk41QjyqGG15cavguv18XnK1qPqwoOqFvWhYiNOz6YnX3XaXLrwlcWoWuoVM8IIkRTdc-S5Qyc9qlNF95Qp2qyGfhR1qTUB_w1Yt_S_Rpxjugh-u7CVtvvOhmThf439J_8__ULuDk6PBjr8d5k_yncKtH_WkWLtqCzPDv3z9B_WjbP0yBl8O2658VfVsAtIQ |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9NAEB6VVkJwQDxFSoE98Lhgxfbu2hukCiU0UUtLVAGVelvW-0Cq2iQ0qRB_kV_FzGYd2kO59ebHyrL3MTPfeOf7AF5JVRXKSZ81oS4zUUuTKed5Jk1tfO6FC5GB7_O42j0Sn47l8Rr8aWthaFtlaxOjoXZTSznyLifVsVzVZd4NaVvE4c7ow-xnRgpS9Ke1ldMwSWbBbUe6sVTkse9__0I4N9_e28Gxf12Wo-G3j7tZUhzILOKcRYbRiVemUME3uRNVKPJGWMeJlAvBfimVUxjRSCm9KZ00Lki8RHlELqziKnB87i3YqNHrIxDcGAzHh19WGR9i4FSCL4k-Oe_l3ZPTmTeEcMhpXHGMUT_gOi8RXd_oPtxLMSvrLyfZA1jzk4dw9xKT4SOYRXVmi8fs6xnORnZAoB9P37M-u7QxiR6TWMzZYsqGsfKQDSOPBRWBsqQbxAYxa0B2mPXdycU8boZnLZeunz-Goxvp2iewPplO_FNgvpRcOBtCqCuhXG6KpslF0TPKYjRqiw68a3tS28R0ToIbpxoRD3W8vtLxHXizaj5bUnxc13BAw7JqRMzc8cL0_IdOC10XvrIIY0OlekYQOZqqe5asaOD0z9p04C0Nqib7gS9lTSqDwE8jJi7drxHziB4i8Q5steOuk2GZ63_LYPP_t1_CbVwf-mBvvP8M7pQYii0TR1uwvji_8M8xlFo0L9IcZfD9ppfFX3KfMWU |
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=Advancing+Smart+Lighting%3A+A+Developmental+Approach+to+Energy+Efficiency+through+Brightness+Adjustment+Strategies&rft.jtitle=Journal+of+low+power+electronics+and+applications&rft.au=Widartha%2C+Vandha+Pradwiyasma&rft.au=Ra%2C+Ilkyeun&rft.au=Lee%2C+Su-Yeon&rft.au=Kim%2C+Chang-Soo&rft.date=2024-01-01&rft.pub=MDPI+AG&rft.issn=2079-9268&rft.eissn=2079-9268&rft.volume=14&rft.issue=1&rft_id=info:doi/10.3390%2Fjlpea14010006&rft.externalDocID=A788249210 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2079-9268&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2079-9268&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2079-9268&client=summon |