Operation cost minimization of photovoltaic–diesel–battery hybrid systems
In this paper, two control strategies involving “continuous” and “ON/OFF” operation of the diesel generator in the solar photovoltaic–diesel–battery hybrid systems are modeled. The main purpose of these developed models is to minimize the hybrid system's operation cost while finding the optimal...
Saved in:
Published in | Energy (Oxford) Vol. 85; no. 1; pp. 645 - 653 |
---|---|
Main Author | |
Format | Journal Article |
Language | English |
Published |
Elsevier Ltd
01.06.2015
|
Subjects | |
Online Access | Get full text |
ISSN | 0360-5442 |
DOI | 10.1016/j.energy.2015.04.002 |
Cover
Abstract | In this paper, two control strategies involving “continuous” and “ON/OFF” operation of the diesel generator in the solar photovoltaic–diesel–battery hybrid systems are modeled. The main purpose of these developed models is to minimize the hybrid system's operation cost while finding the optimal power flow considering the intermittent solar resource, the battery state of charge and the fluctuating load demand. The non-linearity of the load demand, the non-linearity of the diesel generator fuel consumption curve as well as the battery operation limits have been considered in the development of the models. The simulations have been performed using “fmincon” for the continuous operation and “intlinprog” for the ON/OFF operation strategy implemented in Matlab. These models have been applied to two test examples; the simulation results are analyzed and compared to the case where the diesel generator is used alone to supply the given load demand. The results show that using the developed photovoltaic–diesel–battery optimal operation control models, significant fuel saving can be achieved compared to the case where the diesel is used alone to supply the same load requirements.
•Continuous control strategy of PV–diesel–battery system is modeled and simulated.•ON/OFF control strategy of PV–diesel–battery system is modeled and simulated.•The cost function minimizes fuel costs subject to given constraints.•Effect of seasonal variations in demand and solar resource on fuel cost is shown.•Effect of the different control strategies on fuel cost is shown. |
---|---|
AbstractList | In this paper, two control strategies involving "continuous" and "ON/OFF" operation of the diesel generator in the solar photovoltaic-diesel-battery hybrid systems are modeled. The main purpose of these developed models is to minimize the hybrid system's operation cost while finding the optimal power flow considering the intermittent solar resource, the battery state of charge and the fluctuating load demand. The non-linearity of the load demand, the non-linearity of the diesel generator fuel consumption curve as well as the battery operation limits have been considered in the development of the models. The simulations have been performed using "fmincon" for the continuous operation and "intlinprog" for the ON/OFF operation strategy implemented in Matlab. These models have been applied to two test examples; the simulation results are analyzed and compared to the case where the diesel generator is used alone to supply the given load demand. The results show that using the developed photovoltaic-diesel-battery optimal operation control models, significant fuel saving can be achieved compared to the case where the diesel is used alone to supply the same load requirements. In this paper, two control strategies involving “continuous” and “ON/OFF” operation of the diesel generator in the solar photovoltaic–diesel–battery hybrid systems are modeled. The main purpose of these developed models is to minimize the hybrid system's operation cost while finding the optimal power flow considering the intermittent solar resource, the battery state of charge and the fluctuating load demand. The non-linearity of the load demand, the non-linearity of the diesel generator fuel consumption curve as well as the battery operation limits have been considered in the development of the models. The simulations have been performed using “fmincon” for the continuous operation and “intlinprog” for the ON/OFF operation strategy implemented in Matlab. These models have been applied to two test examples; the simulation results are analyzed and compared to the case where the diesel generator is used alone to supply the given load demand. The results show that using the developed photovoltaic–diesel–battery optimal operation control models, significant fuel saving can be achieved compared to the case where the diesel is used alone to supply the same load requirements. •Continuous control strategy of PV–diesel–battery system is modeled and simulated.•ON/OFF control strategy of PV–diesel–battery system is modeled and simulated.•The cost function minimizes fuel costs subject to given constraints.•Effect of seasonal variations in demand and solar resource on fuel cost is shown.•Effect of the different control strategies on fuel cost is shown. |
Author | Kusakana, Kanzumba |
Author_xml | – sequence: 1 givenname: Kanzumba surname: Kusakana fullname: Kusakana, Kanzumba email: kkusakana@cut.ac.za organization: Department of Electrical, Electronic and Computer Engineering, Central University of Technology, Free State, Bloemfontein, South Africa |
BookMark | eNqNkbtO5TAQhl2AxIHlDShS0pwwvuVCgYTQcpFY0UBtOc6Y46MkPtgGKVvxDvuG-yTkECoKoJrR6Pv-Yv59sjP4AQk5opBToMXJOscBw-OYM6AyB5EDsB2yAF7AUgrB9sh-jGsAkFVdL8ifuw0GnZwfMuNjyno3uN79nS_eZpuVT_7Fd0k78__1X-swYjctjU4Jw5itxia4NotjTNjHX2TX6i7i4cc8IA-Xv-8vrpe3d1c3F-e3SyNKmZZtaYW2trESGWs4FpJZBozRWhbcak51bYvSCGZEVTVcSwtgBRWGYcmrhvEDcjznboJ_esaYVO-iwa7TA_rnqBilRQ1c1vJblJaSyym7Ln-AclZxqOkWPZ1RE3yMAa0yLr0_LQXtOkVBbdtQazW3obZtKBBqamOSxSd5E1yvw_iddjZrOH32xWFQ0TgcDLYuoEmq9e7rgDe3460I |
CitedBy_id | crossref_primary_10_1016_j_energy_2020_119358 crossref_primary_10_1016_j_est_2022_105067 crossref_primary_10_1016_j_solener_2020_04_007 crossref_primary_10_1016_j_energy_2020_118567 crossref_primary_10_1016_j_energy_2018_04_168 crossref_primary_10_1051_matecconf_201816401045 crossref_primary_10_1016_j_seta_2018_12_008 crossref_primary_10_3390_jmse11061137 crossref_primary_10_1016_j_seta_2022_102662 crossref_primary_10_1016_j_energy_2016_09_123 crossref_primary_10_1016_j_est_2024_112435 crossref_primary_10_3390_su151310680 crossref_primary_10_1016_j_enconman_2022_115614 crossref_primary_10_1016_j_solener_2019_06_017 crossref_primary_10_1016_j_est_2019_101040 crossref_primary_10_2139_ssrn_4183285 crossref_primary_10_1016_j_enconman_2015_12_081 crossref_primary_10_1016_j_energy_2015_11_030 crossref_primary_10_1016_j_energy_2016_07_091 crossref_primary_10_1016_j_apenergy_2023_121313 crossref_primary_10_1007_s00500_016_2295_7 crossref_primary_10_1007_s10098_016_1173_4 crossref_primary_10_1016_j_est_2020_101986 crossref_primary_10_1016_j_egypro_2016_10_125 crossref_primary_10_3390_app8112202 crossref_primary_10_1007_s42461_022_00640_x crossref_primary_10_1016_j_energy_2018_09_134 crossref_primary_10_1016_j_ejor_2017_06_052 crossref_primary_10_1016_j_ijepes_2021_107553 crossref_primary_10_1016_j_ijepes_2022_108149 crossref_primary_10_1016_j_solener_2021_08_079 crossref_primary_10_1016_j_compeleceng_2024_109906 crossref_primary_10_3390_su12083341 crossref_primary_10_1016_j_apenergy_2015_10_072 crossref_primary_10_1080_15325008_2022_2143938 crossref_primary_10_4236_epe_2018_106018 crossref_primary_10_1016_j_energy_2017_01_105 crossref_primary_10_3390_en15020592 crossref_primary_10_1016_j_energy_2015_12_099 crossref_primary_10_1177_0309524X211000379 crossref_primary_10_1016_j_applthermaleng_2023_121058 crossref_primary_10_1002_er_6656 crossref_primary_10_1016_j_clet_2023_100598 crossref_primary_10_1016_j_enconman_2016_12_036 crossref_primary_10_1016_j_renene_2022_08_147 |
Cites_doi | 10.1016/j.rser.2004.09.001 10.17159/2413-3051/2012/v23i1a3153 10.1016/j.renene.2012.10.005 10.1016/j.solener.2004.10.004 10.1016/j.solener.2014.02.017 10.1016/S0038-092X(99)00016-X 10.1016/j.rser.2006.07.013 10.1016/j.enconman.2007.06.027 10.1016/j.solener.2014.07.025 10.2174/1876387100902010070 10.1016/j.solener.2011.09.003 10.1016/j.ijepes.2014.01.018 10.1016/j.joei.2014.03.007 10.1016/S0038-092X(98)00139-X 10.1016/j.solener.2010.10.018 10.1016/0038-092X(88)90020-5 10.1016/j.solener.2013.07.030 10.1109/MCS.2011.941403 10.1016/j.energy.2004.07.011 10.1016/j.solener.2010.12.002 |
ContentType | Journal Article |
Copyright | 2015 Elsevier Ltd |
Copyright_xml | – notice: 2015 Elsevier Ltd |
DBID | AAYXX CITATION 7ST C1K SOI 7SP 7SU 7TB 8FD F28 FR3 KR7 L7M 7S9 L.6 |
DOI | 10.1016/j.energy.2015.04.002 |
DatabaseName | CrossRef Environment Abstracts Environmental Sciences and Pollution Management Environment Abstracts Electronics & Communications Abstracts Environmental Engineering Abstracts Mechanical & Transportation Engineering Abstracts Technology Research Database ANTE: Abstracts in New Technology & Engineering Engineering Research Database Civil Engineering Abstracts Advanced Technologies Database with Aerospace AGRICOLA AGRICOLA - Academic |
DatabaseTitle | CrossRef Environment Abstracts Environmental Sciences and Pollution Management Civil Engineering Abstracts Technology Research Database Mechanical & Transportation Engineering Abstracts Electronics & Communications Abstracts Environmental Engineering Abstracts Engineering Research Database Advanced Technologies Database with Aerospace ANTE: Abstracts in New Technology & Engineering AGRICOLA AGRICOLA - Academic |
DatabaseTitleList | Civil Engineering Abstracts Environment Abstracts AGRICOLA |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Economics Environmental Sciences |
EndPage | 653 |
ExternalDocumentID | 10_1016_j_energy_2015_04_002 S0360544215004181 |
GroupedDBID | --K --M .DC .~1 0R~ 1B1 1RT 1~. 1~5 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JN AABNK AACTN AAEDT AAEDW AAHCO AAIAV AAIKC AAIKJ AAKOC AALRI AAMNW AAOAW AAQFI AARJD AAXUO ABJNI ABMAC ABYKQ ACDAQ ACGFS ACIWK ACRLP ADBBV ADEZE AEBSH AEKER AENEX AFKWA AFRAH AFTJW AGHFR AGUBO AGYEJ AHIDL AIEXJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AXJTR BELTK BKOJK BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 FDB FIRID FNPLU FYGXN G-Q GBLVA IHE J1W JARJE KOM LY6 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 RIG RNS ROL RPZ SDF SDG SES SPC SPCBC SSR SSZ T5K TN5 XPP ZMT ~02 ~G- 29G 6TJ AAHBH AAQXK AATTM AAXKI AAYWO AAYXX ABDPE ABFNM ABWVN ABXDB ACLOT ACRPL ACVFH ADCNI ADMUD ADNMO ADXHL AEIPS AEUPX AFJKZ AFPUW AGQPQ AHHHB AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP ASPBG AVWKF AZFZN CITATION EFKBS FEDTE FGOYB G-2 HVGLF HZ~ R2- SAC SEW WUQ ~HD 7ST C1K SOI 7SP 7SU 7TB 8FD F28 FR3 KR7 L7M 7S9 L.6 |
ID | FETCH-LOGICAL-c475t-d7f4affbf5e22b3e652f202219563fa31a9f67c42c488b3a5f00f414c2e738b23 |
IEDL.DBID | .~1 |
ISSN | 0360-5442 |
IngestDate | Sun Sep 28 07:43:00 EDT 2025 Sat Sep 27 20:16:03 EDT 2025 Sun Sep 28 01:54:13 EDT 2025 Thu Apr 24 22:54:41 EDT 2025 Wed Oct 01 01:34:24 EDT 2025 Fri Feb 23 02:20:31 EST 2024 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 1 |
Keywords | Cost minimization Optimal operation control Photovoltaic–diesel–battery Continuous operation ON/OFF operation |
Language | English |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c475t-d7f4affbf5e22b3e652f202219563fa31a9f67c42c488b3a5f00f414c2e738b23 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
PQID | 1732830917 |
PQPubID | 23462 |
PageCount | 9 |
ParticipantIDs | proquest_miscellaneous_2116903595 proquest_miscellaneous_1753541497 proquest_miscellaneous_1732830917 crossref_citationtrail_10_1016_j_energy_2015_04_002 crossref_primary_10_1016_j_energy_2015_04_002 elsevier_sciencedirect_doi_10_1016_j_energy_2015_04_002 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2015-06-01 |
PublicationDateYYYYMMDD | 2015-06-01 |
PublicationDate_xml | – month: 06 year: 2015 text: 2015-06-01 day: 01 |
PublicationDecade | 2010 |
PublicationTitle | Energy (Oxford) |
PublicationYear | 2015 |
Publisher | Elsevier Ltd |
Publisher_xml | – name: Elsevier Ltd |
References | Ashari, Nayar (bib2) 1999; 66 Tiryono, Rehbock, Lawrence (bib22) 2003; vol. 10 Hong, Lian (bib9) 2012; 27 Frost (bib8) 2014 Hu, Solana (bib10) 2013; 51 Nafeh (bib15) 2009; 2 Dufo-Lopez, Bernal-Agustin (bib6) 2005; 79 Razykov, Ferekides, Morel, Stefanakos, Ullal, Upadhyaya (bib17) 2011; 85 Dufo-Lopez, Bernal-Agustin (bib7) 2008; 49 Kaabeche, Ibtiouen (bib11) 2014; 103 Shaahid, Elhadidy (bib19) 2008; 12 Tazvinga, Xia, Zhang (bib20) 2013; 96 Woon, Rehbock, Setiawan (bib23) 2008 Mahmoud, Ibrik (bib13) 2006; 10 Battisti, Corrado (bib3) 2005; 30 Belfkira, Zhang, Barakat (bib4) 2011; 85 Datta, Senjyu, Yona, Funabashi, Kim (bib5) 2009; 24 Xia, Zhang (bib24) 2011; 31 Kumar, Munda (bib12) 2014; 87 Muselli, Notton, Louche (bib14) 1999; 65 Agrawal, Tiwari (bib1) 2011; 85 Tazvinga, Zhu, Xia (bib21) 2014; 108 Xia, Zhang, Cass (bib25) 2012; 23 Post, Thomas (bib16) 1988; 41 Sechilariu, Wang, Locment (bib18) 2014; 58 Shaahid (10.1016/j.energy.2015.04.002_bib19) 2008; 12 Belfkira (10.1016/j.energy.2015.04.002_bib4) 2011; 85 Muselli (10.1016/j.energy.2015.04.002_bib14) 1999; 65 Nafeh (10.1016/j.energy.2015.04.002_bib15) 2009; 2 Woon (10.1016/j.energy.2015.04.002_bib23) 2008 Xia (10.1016/j.energy.2015.04.002_bib24) 2011; 31 Battisti (10.1016/j.energy.2015.04.002_bib3) 2005; 30 Kumar (10.1016/j.energy.2015.04.002_bib12) 2014; 87 Mahmoud (10.1016/j.energy.2015.04.002_bib13) 2006; 10 Kaabeche (10.1016/j.energy.2015.04.002_bib11) 2014; 103 Ashari (10.1016/j.energy.2015.04.002_bib2) 1999; 66 Dufo-Lopez (10.1016/j.energy.2015.04.002_bib6) 2005; 79 Datta (10.1016/j.energy.2015.04.002_bib5) 2009; 24 Hong (10.1016/j.energy.2015.04.002_bib9) 2012; 27 Razykov (10.1016/j.energy.2015.04.002_bib17) 2011; 85 Tazvinga (10.1016/j.energy.2015.04.002_bib21) 2014; 108 Agrawal (10.1016/j.energy.2015.04.002_bib1) 2011; 85 Frost (10.1016/j.energy.2015.04.002_bib8) 2014 Post (10.1016/j.energy.2015.04.002_bib16) 1988; 41 Tazvinga (10.1016/j.energy.2015.04.002_bib20) 2013; 96 Hu (10.1016/j.energy.2015.04.002_bib10) 2013; 51 Tiryono (10.1016/j.energy.2015.04.002_bib22) 2003; vol. 10 Sechilariu (10.1016/j.energy.2015.04.002_bib18) 2014; 58 Dufo-Lopez (10.1016/j.energy.2015.04.002_bib7) 2008; 49 Xia (10.1016/j.energy.2015.04.002_bib25) 2012; 23 |
References_xml | – volume: 103 start-page: 171 year: 2014 end-page: 182 ident: bib11 article-title: Techno-economic optimization of hybrid photovoltaic/wind/diesel/battery generation in a stand-alone power system publication-title: Sol Energy – volume: 49 start-page: 820 year: 2008 end-page: 831 ident: bib7 article-title: Influence of mathematical models in design of PV-diesel systems publication-title: Energy Convers Manag – volume: 65 start-page: 143 year: 1999 end-page: 157 ident: bib14 article-title: Design of hybrid-photovoltaic power generator, with optimization of energy management publication-title: Sol Energy – volume: 41 start-page: 465 year: 1988 end-page: 473 ident: bib16 article-title: Photovoltaic systems for current and future applications publication-title: Sol Energy – volume: 24 start-page: 153 year: 2009 end-page: 162 ident: bib5 article-title: A coordinated control method for leveling PV output power fluctuations of PV-diesel hybrid systems connected to isolated power utility energy conversion publication-title: IEEE Trans – volume: 51 start-page: 364 year: 2013 end-page: 372 ident: bib10 article-title: Optimization of a hybrid diesel-wind generation plant with operational options publication-title: Renew Energy – volume: 85 start-page: 1580 year: 2011 end-page: 1608 ident: bib17 article-title: Solar photovoltaic electricity: current status and future prospects publication-title: Sol Energy – volume: 2 start-page: 70 year: 2009 end-page: 78 ident: bib15 article-title: Fuzzy logic operation control for pv-diesel-battery hybrid energy system publication-title: Open Renew Energy J – volume: 12 start-page: 488 year: 2008 end-page: 503 ident: bib19 article-title: Economic analysis of hybrid photovoltaic–diesel–battery power systems for residential loads in hot regions – a step to clean future publication-title: Renew Sustain Energy Rev – volume: 85 start-page: 3046 year: 2011 end-page: 3056 ident: bib1 article-title: Experimental validation of glazed hybrid micro-channel solar cell thermal tile publication-title: Sol Energy – volume: vol. 10 start-page: 429 year: 2003 end-page: 439 ident: bib22 publication-title: Optimal control of hybrid power systems. Dynamics of continuous, discrete and impulsive systems series b: applications & algorithm – volume: 58 start-page: 140 year: 2014 end-page: 149 ident: bib18 article-title: Supervision control for optimal energy cost management in DC microgrid: design and simulation publication-title: Electr Power Energy Syst – volume: 23 start-page: 23 year: 2012 end-page: 31 ident: bib25 article-title: Energy management of commercial buildings – a case study from a poet perspective of energy efficiency publication-title: J Energy South Afr – volume: 66 start-page: 1 year: 1999 end-page: 9 ident: bib2 article-title: An optimum dispatch strategy using set points for a photovoltaic (PV)-diesel-battery hybrid power system publication-title: Sol Energy – volume: 27 start-page: 640 year: 2012 end-page: 647 ident: bib9 article-title: Optimal sizing of hybrid wind/PV/diesel generation in a stand-alone power system using Markov-based genetic algorithm. Power delivery publication-title: IEEE Trans – volume: 96 start-page: 292 year: 2013 end-page: 299 ident: bib20 article-title: Minimum cost solution of photovoltaic-diesel-battery hybrid power systems for remote consumers publication-title: Sol Energy – volume: 85 start-page: 100 year: 2011 end-page: 110 ident: bib4 article-title: Optimal sizing study of hybrid wind/PV/diesel power generation unit publication-title: Sol Energy – volume: 30 start-page: 952 year: 2005 end-page: 967 ident: bib3 article-title: Evaluation of technical improvements of photovoltaic system through life cycle assessment methodology publication-title: Energy – year: 2014 ident: bib8 article-title: Considering wake effects in a mixed integer linear programming model for optimizing wind farm layout. master's thesis in sustainable energy systems – volume: 10 start-page: 128 year: 2006 end-page: 138 ident: bib13 article-title: Techno-economic feasibility of energy supply of remote villages in Palestine by PV-systems, diesel generators and electric grid publication-title: Renew Sustain Energy Rev – volume: 87 start-page: 235 year: 2014 end-page: 245 ident: bib12 article-title: Optimisation of voltage and frequency regulation in an isolated wind-driven six-phase self-excited induction generator publication-title: J Energy Inst – year: 2008 ident: bib23 article-title: Modeling a PV-diesel-battery power system: an optimal control approach – volume: 79 start-page: 33 year: 2005 end-page: 46 ident: bib6 article-title: Design and control strategies of PV-diesel systems using genetic algorithms publication-title: Sol Energy – volume: 108 start-page: 412 year: 2014 end-page: 420 ident: bib21 article-title: Energy dispatch strategy for a photovoltaic-wind-diesel-battery hybrid power system publication-title: Sol Energy – volume: 31 start-page: 18 year: 2011 end-page: 31 ident: bib24 article-title: Modelling and control of heavy-haul trains publication-title: IEEE Control Syst Mag – volume: 24 start-page: 153 issue: 1 year: 2009 ident: 10.1016/j.energy.2015.04.002_bib5 article-title: A coordinated control method for leveling PV output power fluctuations of PV-diesel hybrid systems connected to isolated power utility energy conversion publication-title: IEEE Trans – volume: 10 start-page: 128 year: 2006 ident: 10.1016/j.energy.2015.04.002_bib13 article-title: Techno-economic feasibility of energy supply of remote villages in Palestine by PV-systems, diesel generators and electric grid publication-title: Renew Sustain Energy Rev doi: 10.1016/j.rser.2004.09.001 – volume: 23 start-page: 23 issue: 1 year: 2012 ident: 10.1016/j.energy.2015.04.002_bib25 article-title: Energy management of commercial buildings – a case study from a poet perspective of energy efficiency publication-title: J Energy South Afr doi: 10.17159/2413-3051/2012/v23i1a3153 – volume: 27 start-page: 640 issue: 2 year: 2012 ident: 10.1016/j.energy.2015.04.002_bib9 article-title: Optimal sizing of hybrid wind/PV/diesel generation in a stand-alone power system using Markov-based genetic algorithm. Power delivery publication-title: IEEE Trans – volume: 51 start-page: 364 year: 2013 ident: 10.1016/j.energy.2015.04.002_bib10 article-title: Optimization of a hybrid diesel-wind generation plant with operational options publication-title: Renew Energy doi: 10.1016/j.renene.2012.10.005 – volume: 79 start-page: 33 year: 2005 ident: 10.1016/j.energy.2015.04.002_bib6 article-title: Design and control strategies of PV-diesel systems using genetic algorithms publication-title: Sol Energy doi: 10.1016/j.solener.2004.10.004 – volume: 103 start-page: 171 year: 2014 ident: 10.1016/j.energy.2015.04.002_bib11 article-title: Techno-economic optimization of hybrid photovoltaic/wind/diesel/battery generation in a stand-alone power system publication-title: Sol Energy doi: 10.1016/j.solener.2014.02.017 – volume: 66 start-page: 1 issue: 1 year: 1999 ident: 10.1016/j.energy.2015.04.002_bib2 article-title: An optimum dispatch strategy using set points for a photovoltaic (PV)-diesel-battery hybrid power system publication-title: Sol Energy doi: 10.1016/S0038-092X(99)00016-X – year: 2014 ident: 10.1016/j.energy.2015.04.002_bib8 – volume: 12 start-page: 488 year: 2008 ident: 10.1016/j.energy.2015.04.002_bib19 article-title: Economic analysis of hybrid photovoltaic–diesel–battery power systems for residential loads in hot regions – a step to clean future publication-title: Renew Sustain Energy Rev doi: 10.1016/j.rser.2006.07.013 – volume: 49 start-page: 820 year: 2008 ident: 10.1016/j.energy.2015.04.002_bib7 article-title: Influence of mathematical models in design of PV-diesel systems publication-title: Energy Convers Manag doi: 10.1016/j.enconman.2007.06.027 – volume: 108 start-page: 412 year: 2014 ident: 10.1016/j.energy.2015.04.002_bib21 article-title: Energy dispatch strategy for a photovoltaic-wind-diesel-battery hybrid power system publication-title: Sol Energy doi: 10.1016/j.solener.2014.07.025 – volume: 2 start-page: 70 year: 2009 ident: 10.1016/j.energy.2015.04.002_bib15 article-title: Fuzzy logic operation control for pv-diesel-battery hybrid energy system publication-title: Open Renew Energy J doi: 10.2174/1876387100902010070 – volume: 85 start-page: 3046 year: 2011 ident: 10.1016/j.energy.2015.04.002_bib1 article-title: Experimental validation of glazed hybrid micro-channel solar cell thermal tile publication-title: Sol Energy doi: 10.1016/j.solener.2011.09.003 – volume: 58 start-page: 140 year: 2014 ident: 10.1016/j.energy.2015.04.002_bib18 article-title: Supervision control for optimal energy cost management in DC microgrid: design and simulation publication-title: Electr Power Energy Syst doi: 10.1016/j.ijepes.2014.01.018 – volume: 87 start-page: 235 year: 2014 ident: 10.1016/j.energy.2015.04.002_bib12 article-title: Optimisation of voltage and frequency regulation in an isolated wind-driven six-phase self-excited induction generator publication-title: J Energy Inst doi: 10.1016/j.joei.2014.03.007 – volume: 65 start-page: 143 issue: 3 year: 1999 ident: 10.1016/j.energy.2015.04.002_bib14 article-title: Design of hybrid-photovoltaic power generator, with optimization of energy management publication-title: Sol Energy doi: 10.1016/S0038-092X(98)00139-X – year: 2008 ident: 10.1016/j.energy.2015.04.002_bib23 – volume: 85 start-page: 100 year: 2011 ident: 10.1016/j.energy.2015.04.002_bib4 article-title: Optimal sizing study of hybrid wind/PV/diesel power generation unit publication-title: Sol Energy doi: 10.1016/j.solener.2010.10.018 – volume: vol. 10 start-page: 429 year: 2003 ident: 10.1016/j.energy.2015.04.002_bib22 – volume: 41 start-page: 465 issue: 5 year: 1988 ident: 10.1016/j.energy.2015.04.002_bib16 article-title: Photovoltaic systems for current and future applications publication-title: Sol Energy doi: 10.1016/0038-092X(88)90020-5 – volume: 96 start-page: 292 year: 2013 ident: 10.1016/j.energy.2015.04.002_bib20 article-title: Minimum cost solution of photovoltaic-diesel-battery hybrid power systems for remote consumers publication-title: Sol Energy doi: 10.1016/j.solener.2013.07.030 – volume: 31 start-page: 18 issue: 4 year: 2011 ident: 10.1016/j.energy.2015.04.002_bib24 article-title: Modelling and control of heavy-haul trains publication-title: IEEE Control Syst Mag doi: 10.1109/MCS.2011.941403 – volume: 30 start-page: 952 year: 2005 ident: 10.1016/j.energy.2015.04.002_bib3 article-title: Evaluation of technical improvements of photovoltaic system through life cycle assessment methodology publication-title: Energy doi: 10.1016/j.energy.2004.07.011 – volume: 85 start-page: 1580 year: 2011 ident: 10.1016/j.energy.2015.04.002_bib17 article-title: Solar photovoltaic electricity: current status and future prospects publication-title: Sol Energy doi: 10.1016/j.solener.2010.12.002 |
SSID | ssj0005899 |
Score | 2.3759837 |
Snippet | In this paper, two control strategies involving “continuous” and “ON/OFF” operation of the diesel generator in the solar photovoltaic–diesel–battery hybrid... In this paper, two control strategies involving "continuous" and "ON/OFF" operation of the diesel generator in the solar photovoltaic-diesel-battery hybrid... |
SourceID | proquest crossref elsevier |
SourceType | Aggregation Database Enrichment Source Index Database Publisher |
StartPage | 645 |
SubjectTerms | batteries Computer simulation computer software Continuous operation Cost engineering Cost minimization Demand Diesel Diesel fuels energy use and consumption fuels Generators generators (equipment) Matlab ON/OFF operation Optimal operation control Optimization Photovoltaic–diesel–battery |
Title | Operation cost minimization of photovoltaic–diesel–battery hybrid systems |
URI | https://dx.doi.org/10.1016/j.energy.2015.04.002 https://www.proquest.com/docview/1732830917 https://www.proquest.com/docview/1753541497 https://www.proquest.com/docview/2116903595 |
Volume | 85 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
journalDatabaseRights | – providerCode: PRVESC databaseName: Baden-Württemberg Complete Freedom Collection (Elsevier) issn: 0360-5442 databaseCode: GBLVA dateStart: 20110101 customDbUrl: isFulltext: true dateEnd: 99991231 titleUrlDefault: https://www.sciencedirect.com omitProxy: true ssIdentifier: ssj0005899 providerName: Elsevier – providerCode: PRVESC databaseName: Elsevier SD Complete Freedom Collection [SCCMFC] issn: 0360-5442 databaseCode: ACRLP dateStart: 19950101 customDbUrl: isFulltext: true dateEnd: 99991231 titleUrlDefault: https://www.sciencedirect.com omitProxy: true ssIdentifier: ssj0005899 providerName: Elsevier – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection issn: 0360-5442 databaseCode: .~1 dateStart: 19950101 customDbUrl: isFulltext: true dateEnd: 99991231 titleUrlDefault: https://www.sciencedirect.com omitProxy: true ssIdentifier: ssj0005899 providerName: Elsevier – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals [SCFCJ] issn: 0360-5442 databaseCode: AIKHN dateStart: 19950101 customDbUrl: isFulltext: true dateEnd: 99991231 titleUrlDefault: https://www.sciencedirect.com omitProxy: true ssIdentifier: ssj0005899 providerName: Elsevier – providerCode: PRVLSH databaseName: Elsevier Journals issn: 0360-5442 databaseCode: AKRWK dateStart: 19760301 customDbUrl: isFulltext: true mediaType: online dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0005899 providerName: Library Specific Holdings |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3NTtwwELYQHMoFAQXxV5RKvZpNYjveHBECLV0BUguCm2U7tlgEmxUJBy6Id-gb9kk64zilrSqQOOVHY8masWfGyXzfEPKlLK2ppPHUe15RPuSWlrJMKUQWOMchA1eO2OGT02J0wb9eias5ctBjYbCsMvr-zqcHbx3fDKI2B7PJZPAdfC_kGxxiFpJGBfg1sn_Bmt57-qPMYxh6SKIwRekePhdqvFzA12GBlwiEp_Hjyn_C0z-OOkSfo2WyFNPGZL-b2QqZc9NV8qFHFTerZP3wBbEGgnHLNh_JydnMdVZObN20CXKJ3EXwZVL7ZHZdtzX4qFZP7M_nH1hU6G7hxgTizcfk-hExXUnH-NyskYujw_ODEY09FKjlUrS0kp5r740XLs8Nc4XIfQ5xG2GCzGuW6dIX0vLcwk42TAufpp5n3OZOsqHJ2TqZn9ZTt0GSSvvCWUiozNByjR06TCpslnntKyZ1tklYrzplI8E49rm4VX0l2Y3qFK5Q4SrlChS-SejvUbOOYOMNedlbRf21UBTEgDdGfu6NqGAP4Y8RPXX1Q6MyZCxikDnJ12QEw5bp5SsycJguSuREFFvvnuU2WcSnrhpth8y39w_uE-Q9rdkNC3uXLOwfj0eneB1_uxz_AnAdCIw |
linkProvider | Elsevier |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1NT9wwEB2h5QAX1NIi6Gcq9WptEtvx5ogQaCnscgAkbpbt2GIR3ayacODW_9B_2F_SmcQpokIg9RYlY8ka228mybw3AF_L0tlK2cBCEBUTE-FYqcqUYWTB9zhS4MqJOzybF9NL8e1KXq3BwcCFobLKiP09pndoHe-MozfHq8VifI7Yi_mGwJhFolFEv14XEjF5BOv7xyfT-UOlx6RrI0n2jAYMDLquzMt3FDuq8ZKd5mn8vvJEhPoHq7sAdPQKtmLmmOz3k3sNa365DRsDsbjZhp3DB9IaGsZT27yB2dnK9wuduLppE5IT-R75l0kdktV13dYIU61ZuN8_f1Fdob_FC9tpb94n1_dE60p60efmLVweHV4cTFlso8CcULJllQrChGCD9HluuS9kHnIM3cQU5MHwzJShUE7kDg-z5UaGNA0iEy73ik9szndgtKyXfheSyoTCO8yp7MQJQ006bCpdlgUTKq5Mtgd8cJ12UWOcWl3c6qGY7Eb3DtfkcJ0KjQ7fA_Z31KrX2HjBXg2roh_tFY1h4IWRX4ZF1HiM6N-IWfr6rtEZiRZxTJ7UczaSU9f08hkbfJ8uSpJFlO_-e5afYWN6MTvVp8fzk_ewSU_64rQPMGp_3PmPmAa19lPc5n8AEIkJlA |
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=Operation+cost+minimization+of+photovoltaic%E2%80%93diesel%E2%80%93battery+hybrid+systems&rft.jtitle=Energy+%28Oxford%29&rft.au=Kusakana%2C+Kanzumba&rft.date=2015-06-01&rft.pub=Elsevier+Ltd&rft.issn=0360-5442&rft.volume=85&rft.spage=645&rft.epage=653&rft_id=info:doi/10.1016%2Fj.energy.2015.04.002&rft.externalDocID=S0360544215004181 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0360-5442&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0360-5442&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0360-5442&client=summon |