Simultaneous optimization of size and short-term operation for an RO plant

The single day operation and size of a seawater reverse osmosis (RO) plant subject to a half-hourly varying electricity price is optimized. The study herein is an extension of Ghobeity and Mitsos, 2010 Desalination. Their model is modified to have a variable plant size controlled by the number of mo...

Full description

Saved in:
Bibliographic Details
Published inDesalination Vol. 301; pp. 42 - 52
Main Authors Williams, Christopher M., Ghobeity, Amin, Pak, Alex J., Mitsos, Alexander
Format Journal Article
LanguageEnglish
Published Amsterdam Elsevier B.V 03.09.2012
Elsevier
Subjects
Online AccessGet full text
ISSN0011-9164
1873-4464
DOI10.1016/j.desal.2012.06.009

Cover

Abstract The single day operation and size of a seawater reverse osmosis (RO) plant subject to a half-hourly varying electricity price is optimized. The study herein is an extension of Ghobeity and Mitsos, 2010 Desalination. Their model is modified to have a variable plant size controlled by the number of modules. The operating and capital costs are calculated as a function of size and operation. The objective of the optimization is to minimize the total annualized cost of the plant. The number of modules and the half-hourly varying operating frequency constitute the decision variables. The operation and size are optimized for four different electricity price functions: constant, moderately fluctuating, highly fluctuating, and actual electricity prices from a given day in Spain. The results show that variable operation and oversizing can produce savings of up to 7% for a highly fluctuating electricity price. The plant has a higher operating frequency when electricity is cheap and shuts off during periods of high electricity price when oversized. The size and day-by-day operation are also optimized for one year subject to Spain's electricity price. Little savings via oversizing are obtainable for the day-by-day optimization due to low fluctuations in the electricity price during the year. ► Optimized RO plant size and operation simultaneously with total annualized cost model ► Highly fluctuating electricity prices result in high TAC savings. ► Oversizing and long shut-off duration produce high TAC savings. ► Reducing operation costs can be more beneficial than reducing capital costs. ► TAC savings are also possible for day-by-day operation over a year with oversizing.
AbstractList The single day operation and size of a seawater reverse osmosis (RO) plant subject to a half-hourly varying electricity price is optimized. The study herein is an extension of Ghobeity and Mitsos, 2010 Desalination. Their model is modified to have a variable plant size controlled by the number of modules. The operating and capital costs are calculated as a function of size and operation. The objective of the optimization is to minimize the total annualized cost of the plant. The number of modules and the half-hourly varying operating frequency constitute the decision variables. The operation and size are optimized for four different electricity price functions: constant, moderately fluctuating, highly fluctuating, and actual electricity prices from a given day in Spain. The results show that variable operation and oversizing can produce savings of up to 7% for a highly fluctuating electricity price. The plant has a higher operating frequency when electricity is cheap and shuts off during periods of high electricity price when oversized. The size and day-by-day operation are also optimized for one year subject to Spain's electricity price. Little savings via oversizing are obtainable for the day-by-day optimization due to low fluctuations in the electricity price during the year.
The single day operation and size of a seawater reverse osmosis (RO) plant subject to a half-hourly varying electricity price is optimized. The study herein is an extension of Ghobeity and Mitsos, 2010 Desalination. Their model is modified to have a variable plant size controlled by the number of modules. The operating and capital costs are calculated as a function of size and operation. The objective of the optimization is to minimize the total annualized cost of the plant. The number of modules and the half-hourly varying operating frequency constitute the decision variables. The operation and size are optimized for four different electricity price functions: constant, moderately fluctuating, highly fluctuating, and actual electricity prices from a given day in Spain. The results show that variable operation and oversizing can produce savings of up to 7% for a highly fluctuating electricity price. The plant has a higher operating frequency when electricity is cheap and shuts off during periods of high electricity price when oversized. The size and day-by-day operation are also optimized for one year subject to Spain's electricity price. Little savings via oversizing are obtainable for the day-by-day optimization due to low fluctuations in the electricity price during the year. ► Optimized RO plant size and operation simultaneously with total annualized cost model ► Highly fluctuating electricity prices result in high TAC savings. ► Oversizing and long shut-off duration produce high TAC savings. ► Reducing operation costs can be more beneficial than reducing capital costs. ► TAC savings are also possible for day-by-day operation over a year with oversizing.
Author Williams, Christopher M.
Mitsos, Alexander
Pak, Alex J.
Ghobeity, Amin
Author_xml – sequence: 1
  givenname: Christopher M.
  surname: Williams
  fullname: Williams, Christopher M.
– sequence: 2
  givenname: Amin
  surname: Ghobeity
  fullname: Ghobeity, Amin
– sequence: 3
  givenname: Alex J.
  surname: Pak
  fullname: Pak, Alex J.
– sequence: 4
  givenname: Alexander
  surname: Mitsos
  fullname: Mitsos, Alexander
  email: amitsos@alum.mit.edu
BackLink http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=26249752$$DView record in Pascal Francis
BookMark eNp9kEFP3DAUhC0EEsvSX9BDc6nUS1I_O_HGhx4qBIUKaSUWzpbjPLdeJfHW9iKxv75eQi89cLKs-WbsmQtyOvkJCfkItAIK4uu26jHqoWIUWEVFRak8IQtoV7ysa1GfkgWlAKUEUZ-Tixi3-cok5wvyc-PG_ZD0hH4fC79LbnQHnZyfCm-L6A5Y6Kkv4m8fUpkwjJnBMAPWhywWD-tiN-gpXZIzq4eIH97OJXm6uX68ui3v1z_urr7fl4ZLmkrbMmiNpN2KGugNsJVt-4aBEJz1rZQNdF2ns9YCb9oOwdoaG8s072uhOedL8mXO3QX_Z48xqdFFg8Mwl1DHJAF1kwsuyec3VEejBxv0ZFxUu-BGHV4UE6yWq4ZlTs6cCT7GgFYZl15LpqDdoICq485qq153VsedFRUq75y9_D_vv_j3XZ9ml9Ve6V8h_-ppk4GGZpW2UmTi20xg3vLZYVDROJwM9i6gSar37t0X_gIZ46LE
CODEN DSLNAH
CitedBy_id crossref_primary_10_1007_s11356_024_35811_4
crossref_primary_10_1021_acs_iecr_8b01449
crossref_primary_10_1002_aic_17010
crossref_primary_10_1016_j_coche_2014_09_008
crossref_primary_10_1016_j_resconrec_2019_02_036
crossref_primary_10_1016_j_desal_2015_07_029
crossref_primary_10_1021_acs_iecr_6b04725
crossref_primary_10_1016_j_compchemeng_2018_09_026
crossref_primary_10_1080_19443994_2014_979245
crossref_primary_10_1021_acs_iecr_0c06163
crossref_primary_10_1021_acs_iecr_1c03925
crossref_primary_10_1016_j_apenergy_2019_113880
crossref_primary_10_1002_er_8353
crossref_primary_10_1002_aic_17429
crossref_primary_10_1016_j_apenergy_2024_123578
crossref_primary_10_1016_j_ejor_2015_12_018
crossref_primary_10_1080_19443994_2013_769697
crossref_primary_10_1002_bbb_2558
crossref_primary_10_1016_j_desal_2022_116178
crossref_primary_10_1016_j_compchemeng_2019_02_011
Cites_doi 10.1016/j.desal.2010.06.041
10.1016/S0011-9164(02)01143-8
10.1016/S0011-9164(01)00278-8
10.1016/0011-9164(94)00117-0
10.1016/j.memsci.2006.04.019
10.1016/j.desal.2012.02.007
10.1016/S0360-1285(03)00041-8
10.1016/S0011-9164(03)00234-0
10.1016/j.desal.2011.11.050
10.1007/BF00138693
10.1016/S0376-7388(96)00310-9
10.1002/aic.690460509
10.1016/j.desal.2005.02.065
10.1016/j.desal.2005.08.006
10.1016/j.desal.2005.03.056
10.1007/s10107-005-0581-8
10.1016/0011-9164(96)00081-1
10.1016/j.desal.2007.02.064
ContentType Journal Article
Copyright 2012 Elsevier B.V.
2015 INIST-CNRS
Copyright_xml – notice: 2012 Elsevier B.V.
– notice: 2015 INIST-CNRS
DBID FBQ
AAYXX
CITATION
IQODW
7S9
L.6
DOI 10.1016/j.desal.2012.06.009
DatabaseName AGRIS
CrossRef
Pascal-Francis
AGRICOLA
AGRICOLA - Academic
DatabaseTitle CrossRef
AGRICOLA
AGRICOLA - Academic
DatabaseTitleList AGRICOLA


Database_xml – sequence: 1
  dbid: FBQ
  name: AGRIS
  url: http://www.fao.org/agris/Centre.asp?Menu_1ID=DB&Menu_2ID=DB1&Language=EN&Content=http://www.fao.org/agris/search?Language=EN
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
Applied Sciences
EISSN 1873-4464
EndPage 52
ExternalDocumentID 26249752
10_1016_j_desal_2012_06_009
US201500090896
S0011916412003177
GeographicLocations Spain
GeographicLocations_xml – name: Spain
GroupedDBID --K
--M
-~X
.~1
0R~
1B1
1~.
1~5
4.4
457
4G.
53G
5GY
5VS
7-5
71M
8P~
9JM
9JN
AABNK
AACTN
AAEDT
AAEDW
AAIAV
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAXUO
ABFNM
ABFYP
ABLST
ABMAC
ABNUV
ABXDB
ABYKQ
ACDAQ
ACGFS
ACNNM
ACRLP
ADBBV
ADEWK
ADEZE
ADMUD
ADTZH
AEBSH
AECPX
AEKER
AENEX
AFKWA
AFTJW
AFXIZ
AGHFR
AGUBO
AGYEJ
AHEUO
AHHHB
AHJVU
AHPOS
AIEXJ
AIKHN
AITUG
AJBFU
AJOXV
AKIFW
AKURH
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
AXJTR
BJAXD
BKOJK
BLECG
BLXMC
CS3
DU5
EBS
EFJIC
EFLBG
EJD
ENUVR
EO8
EO9
EP2
EP3
FDB
FIRID
FNPLU
FYGXN
G-Q
GBLVA
HZ~
IHE
J1W
JJJVA
KCYFY
KOM
LX7
M41
MO0
N9A
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
Q38
RIG
ROL
RPZ
SDF
SDG
SDP
SES
SPC
SPCBC
SSG
SSJ
SST
SSZ
T5K
~02
~G-
29F
6TJ
AAQXK
ABEFU
ABPIF
ABPTK
ABTAH
ASPBG
AVWKF
AZFZN
BBWZM
FBQ
FEDTE
FGOYB
HLY
HVGLF
NDZJH
R2-
SCE
SEW
WUQ
ZY4
~KM
AATTM
AAXKI
AAYWO
AAYXX
ABJNI
ABWVN
ACLOT
ACRPL
ACVFH
ADCNI
ADNMO
AEIPS
AEUPX
AFJKZ
AFPUW
AGQPQ
AIGII
AIIUN
AKBMS
AKRWK
AKYEP
ANKPU
APXCP
CITATION
EFKBS
~HD
AGCQF
AGRNS
BNPGV
IQODW
SSH
7S9
L.6
ID FETCH-LOGICAL-c390t-f8218c90b70c1dc127f8d5216632d89951bbba0c181358be1ff4e5f2a3d46a333
IEDL.DBID .~1
ISSN 0011-9164
IngestDate Mon Sep 29 05:30:22 EDT 2025
Mon Jul 21 09:14:58 EDT 2025
Wed Oct 01 04:51:50 EDT 2025
Thu Apr 24 23:03:36 EDT 2025
Wed Dec 27 19:07:45 EST 2023
Fri Feb 23 02:34:29 EST 2024
IsPeerReviewed true
IsScholarly true
Keywords Time-dependent optimal operation
RO total annualized cost
Optimal RO plant size
Reverse osmosis
Scheduling
Short term
Membrane separation
Desalination
Modeling
Optimization
Capital cost
Seawater
Language English
License https://www.elsevier.com/tdm/userlicense/1.0
CC BY 4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c390t-f8218c90b70c1dc127f8d5216632d89951bbba0c181358be1ff4e5f2a3d46a333
Notes http://dx.doi.org/10.1016/j.desal.2012.06.009
ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
PQID 1663614529
PQPubID 24069
PageCount 11
ParticipantIDs proquest_miscellaneous_1663614529
pascalfrancis_primary_26249752
crossref_citationtrail_10_1016_j_desal_2012_06_009
crossref_primary_10_1016_j_desal_2012_06_009
fao_agris_US201500090896
elsevier_sciencedirect_doi_10_1016_j_desal_2012_06_009
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2012-09-03
PublicationDateYYYYMMDD 2012-09-03
PublicationDate_xml – month: 09
  year: 2012
  text: 2012-09-03
  day: 03
PublicationDecade 2010
PublicationPlace Amsterdam
PublicationPlace_xml – name: Amsterdam
PublicationTitle Desalination
PublicationYear 2012
Publisher Elsevier B.V
Elsevier
Publisher_xml – name: Elsevier B.V
– name: Elsevier
References Towler (bb0105) 2008
Malek, Hawlader, Ho (bb0030) 1996; 105
Wilf, Klinko (bb0015) 2001; 138
Silveira, Tuna (bb0095) 2003; 29
bb0080
Dreizin (bb0115) 2006; 190
Atikol, Aybar (bb0120) 2005; 184
Vince, Marechal, Aoustin, Bréant (bb0055) 2008; 222
bb0135
Maskan, Wiley, Johnston, Clements (bb0045) 2000; 46
Sassi, Mujtaba (bb0025) 2011; 171
Sahinidis (bb0125) 1996; 8
Dow Water Solutions, Midland, MI, USA.
(bb0085) 2009
(bb0100) 1998
Skiborowski, Mhamdi, Kraemer, Marquardt (bb0070) 2012; 292
Tawarmalani, Sahinidis (bb0130) 2005; 103
(bb0090) 1998
Rayan, Khaled (bb0110) 2003; 153
Ghobeity, Mitsos (bb0005) 2010; 263
Zhu, El-Halwagi, Al-Ahmad (bb0050) 1997; 129
Malek, Hawlader, Ho (bb0035) 1994; 99
.
Salcedo, Antipova, Boer, Jiménez, Guiillén-Gosálbez (bb0060) 2012; 286
Lu, Hu, Xu, Wu (bb0040) 2006; 282
Marcovecchio, Aguirre, Scenna (bb0065) 2005; 184
Villafafila, Mujtaba (bb0020) 2003; 155
Wilf, Awerbuch, Bartles, Mickley, Pearce, Voutchkov (bb0075) 2007
Ghobeity (10.1016/j.desal.2012.06.009_bb0005) 2010; 263
Dreizin (10.1016/j.desal.2012.06.009_bb0115) 2006; 190
Skiborowski (10.1016/j.desal.2012.06.009_bb0070) 2012; 292
Salcedo (10.1016/j.desal.2012.06.009_bb0060) 2012; 286
Wilf (10.1016/j.desal.2012.06.009_bb0075) 2007
(10.1016/j.desal.2012.06.009_bb0100) 1998
Towler (10.1016/j.desal.2012.06.009_bb0105) 2008
Tawarmalani (10.1016/j.desal.2012.06.009_bb0130) 2005; 103
10.1016/j.desal.2012.06.009_bb0010
Malek (10.1016/j.desal.2012.06.009_bb0030) 1996; 105
Silveira (10.1016/j.desal.2012.06.009_bb0095) 2003; 29
Marcovecchio (10.1016/j.desal.2012.06.009_bb0065) 2005; 184
Villafafila (10.1016/j.desal.2012.06.009_bb0020) 2003; 155
Vince (10.1016/j.desal.2012.06.009_bb0055) 2008; 222
Malek (10.1016/j.desal.2012.06.009_bb0035) 1994; 99
Atikol (10.1016/j.desal.2012.06.009_bb0120) 2005; 184
Rayan (10.1016/j.desal.2012.06.009_bb0110) 2003; 153
Lu (10.1016/j.desal.2012.06.009_bb0040) 2006; 282
(10.1016/j.desal.2012.06.009_bb0090) 1998
Maskan (10.1016/j.desal.2012.06.009_bb0045) 2000; 46
Sahinidis (10.1016/j.desal.2012.06.009_bb0125) 1996; 8
Wilf (10.1016/j.desal.2012.06.009_bb0015) 2001; 138
Zhu (10.1016/j.desal.2012.06.009_bb0050) 1997; 129
Sassi (10.1016/j.desal.2012.06.009_bb0025) 2011; 171
References_xml – volume: 103
  start-page: 225
  year: 2005
  end-page: 249
  ident: bb0130
  article-title: A polyhedral branch-and-cut approach to global optimization
  publication-title: Math. Program.
– volume: 184
  start-page: 253
  year: 2005
  end-page: 258
  ident: bb0120
  article-title: Estimation of water production cost in the feasibility analysis of RO systems
  publication-title: Desalination
– start-page: 1681
  year: 1998
  end-page: 1689
  ident: bb0090
  publication-title: Mechanical Engineers' Handbook
– volume: 286
  start-page: 358
  year: 2012
  end-page: 371
  ident: bb0060
  article-title: Multi-objective optimization of solar Rankine cycles coupled with reverse osmosis desalination considering economic and life cycle environmental concerns
  publication-title: Desalination
– reference: Dow Water Solutions, Midland, MI, USA.
– ident: bb0135
  article-title: OMIE: the Operador del Mercado Ibérico de Energía
– volume: 292
  start-page: 30
  year: 2012
  end-page: 44
  ident: bb0070
  article-title: Model-based structural optimization of seawater desalination plants
  publication-title: Desalination
– year: 2009
  ident: bb0085
  article-title: Numerica Technology, Jacobian Modeling and Optimization Software
– volume: 138
  start-page: 299
  year: 2001
  end-page: 306
  ident: bb0015
  article-title: Optimization of seawater RO systems design
  publication-title: Desalination
– volume: 171
  start-page: 582
  year: 2011
  end-page: 593
  ident: bb0025
  article-title: Optimal design and operation of reverse osmosis desalination process with membrane fouling
  publication-title: Desalination
– volume: 153
  start-page: 245
  year: 2003
  end-page: 251
  ident: bb0110
  article-title: Seawater desalination by reverse osmosis (case study)
  publication-title: Desalination
– year: 1998
  ident: bb0100
  article-title: Pumping Station Design
– ident: bb0080
  article-title: GAMS Development Corporation
– volume: 29
  start-page: 479
  year: 2003
  end-page: 485
  ident: bb0095
  article-title: Thermoeconomic analysis method for optimization of combined heat and power systems. Part I
  publication-title: Prog. Energy Combust. Sci.
– volume: 8
  start-page: 201
  year: 1996
  end-page: 205
  ident: bb0125
  article-title: BARON: a general purpose global optimization software package
  publication-title: J. Glob. Optim.
– volume: 99
  start-page: 19
  year: 1994
  end-page: 38
  ident: bb0035
  article-title: A lumped transport parameter approach in predicting b10 RO permeator performance
  publication-title: Desalination
– volume: 129
  start-page: 161
  year: 1997
  end-page: 174
  ident: bb0050
  article-title: Optimal design and scheduling of flexible reverse osmosis networks
  publication-title: J. Membr. Sci.
– year: 2007
  ident: bb0075
  article-title: The Guidebook to Membrane Desalination Technology: Reverse Osmosis, Nanofiltration and Hybrid Systems Process, Design, Applications and Economics
– volume: 105
  start-page: 245
  year: 1996
  end-page: 261
  ident: bb0030
  article-title: Design and economics of RO seawater desalination
  publication-title: Desalination
– volume: 282
  start-page: 7
  year: 2006
  end-page: 13
  ident: bb0040
  article-title: Optimum design of reverse osmosis seawater desalination system considering membrane cleaning and replacing
  publication-title: J. Membr. Sci.
– reference: .
– volume: 155
  start-page: 1
  year: 2003
  end-page: 13
  ident: bb0020
  article-title: Fresh water by reverse osmosis based desalination: simulation and optimisation
  publication-title: Desalination
– volume: 190
  start-page: 104
  year: 2006
  end-page: 116
  ident: bb0115
  article-title: Ashkelon seawater desalination project—off-taker's self costs, supplied water costs, total costs and benefits
  publication-title: Desalination
– volume: 263
  start-page: 76
  year: 2010
  end-page: 88
  ident: bb0005
  article-title: Optimal time-dependent operation of seawater reverse osmosis
  publication-title: Desalination
– volume: 46
  start-page: 946
  year: 2000
  end-page: 954
  ident: bb0045
  article-title: Optimal design of reverse osmosis module networks
  publication-title: AICHE J.
– volume: 184
  start-page: 259
  year: 2005
  end-page: 271
  ident: bb0065
  article-title: Global optimal design of reverse osmosis networks for seawater desalination: modeling and algorithm
  publication-title: Desalination
– volume: 222
  start-page: 96
  year: 2008
  end-page: 118
  ident: bb0055
  article-title: Multi-objective optimization of RO desalination plants
  publication-title: Desalination
– year: 2008
  ident: bb0105
  article-title: Chemical Engineering Design
– volume: 263
  start-page: 76
  issue: 1–3
  year: 2010
  ident: 10.1016/j.desal.2012.06.009_bb0005
  article-title: Optimal time-dependent operation of seawater reverse osmosis
  publication-title: Desalination
  doi: 10.1016/j.desal.2010.06.041
– volume: 153
  start-page: 245
  issue: 1–3
  year: 2003
  ident: 10.1016/j.desal.2012.06.009_bb0110
  article-title: Seawater desalination by reverse osmosis (case study)
  publication-title: Desalination
  doi: 10.1016/S0011-9164(02)01143-8
– volume: 138
  start-page: 299
  issue: 1–3
  year: 2001
  ident: 10.1016/j.desal.2012.06.009_bb0015
  article-title: Optimization of seawater RO systems design
  publication-title: Desalination
  doi: 10.1016/S0011-9164(01)00278-8
– ident: 10.1016/j.desal.2012.06.009_bb0010
– volume: 99
  start-page: 19
  issue: 1
  year: 1994
  ident: 10.1016/j.desal.2012.06.009_bb0035
  article-title: A lumped transport parameter approach in predicting b10 RO permeator performance
  publication-title: Desalination
  doi: 10.1016/0011-9164(94)00117-0
– volume: 282
  start-page: 7
  issue: 1–2
  year: 2006
  ident: 10.1016/j.desal.2012.06.009_bb0040
  article-title: Optimum design of reverse osmosis seawater desalination system considering membrane cleaning and replacing
  publication-title: J. Membr. Sci.
  doi: 10.1016/j.memsci.2006.04.019
– volume: 292
  start-page: 30
  year: 2012
  ident: 10.1016/j.desal.2012.06.009_bb0070
  article-title: Model-based structural optimization of seawater desalination plants
  publication-title: Desalination
  doi: 10.1016/j.desal.2012.02.007
– volume: 29
  start-page: 479
  issue: 6
  year: 2003
  ident: 10.1016/j.desal.2012.06.009_bb0095
  article-title: Thermoeconomic analysis method for optimization of combined heat and power systems. Part I
  publication-title: Prog. Energy Combust. Sci.
  doi: 10.1016/S0360-1285(03)00041-8
– volume: 171
  start-page: 582
  issue: 2
  year: 2011
  ident: 10.1016/j.desal.2012.06.009_bb0025
  article-title: Optimal design and operation of reverse osmosis desalination process with membrane fouling
  publication-title: Desalination
– volume: 155
  start-page: 1
  issue: 1
  year: 2003
  ident: 10.1016/j.desal.2012.06.009_bb0020
  article-title: Fresh water by reverse osmosis based desalination: simulation and optimisation
  publication-title: Desalination
  doi: 10.1016/S0011-9164(03)00234-0
– year: 1998
  ident: 10.1016/j.desal.2012.06.009_bb0100
  article-title: Pumping Station Design
– volume: 286
  start-page: 358
  year: 2012
  ident: 10.1016/j.desal.2012.06.009_bb0060
  article-title: Multi-objective optimization of solar Rankine cycles coupled with reverse osmosis desalination considering economic and life cycle environmental concerns
  publication-title: Desalination
  doi: 10.1016/j.desal.2011.11.050
– volume: 8
  start-page: 201
  issue: 2
  year: 1996
  ident: 10.1016/j.desal.2012.06.009_bb0125
  article-title: BARON: a general purpose global optimization software package
  publication-title: J. Glob. Optim.
  doi: 10.1007/BF00138693
– volume: 129
  start-page: 161
  issue: 2
  year: 1997
  ident: 10.1016/j.desal.2012.06.009_bb0050
  article-title: Optimal design and scheduling of flexible reverse osmosis networks
  publication-title: J. Membr. Sci.
  doi: 10.1016/S0376-7388(96)00310-9
– year: 2008
  ident: 10.1016/j.desal.2012.06.009_bb0105
– volume: 46
  start-page: 946
  issue: 5
  year: 2000
  ident: 10.1016/j.desal.2012.06.009_bb0045
  article-title: Optimal design of reverse osmosis module networks
  publication-title: AICHE J.
  doi: 10.1002/aic.690460509
– volume: 184
  start-page: 253
  issue: 1–3
  year: 2005
  ident: 10.1016/j.desal.2012.06.009_bb0120
  article-title: Estimation of water production cost in the feasibility analysis of RO systems
  publication-title: Desalination
  doi: 10.1016/j.desal.2005.02.065
– volume: 190
  start-page: 104
  issue: 1–3
  year: 2006
  ident: 10.1016/j.desal.2012.06.009_bb0115
  article-title: Ashkelon seawater desalination project—off-taker's self costs, supplied water costs, total costs and benefits
  publication-title: Desalination
  doi: 10.1016/j.desal.2005.08.006
– volume: 184
  start-page: 259
  year: 2005
  ident: 10.1016/j.desal.2012.06.009_bb0065
  article-title: Global optimal design of reverse osmosis networks for seawater desalination: modeling and algorithm
  publication-title: Desalination
  doi: 10.1016/j.desal.2005.03.056
– year: 2007
  ident: 10.1016/j.desal.2012.06.009_bb0075
– volume: 103
  start-page: 225
  issue: 2
  year: 2005
  ident: 10.1016/j.desal.2012.06.009_bb0130
  article-title: A polyhedral branch-and-cut approach to global optimization
  publication-title: Math. Program.
  doi: 10.1007/s10107-005-0581-8
– volume: 105
  start-page: 245
  issue: 3
  year: 1996
  ident: 10.1016/j.desal.2012.06.009_bb0030
  article-title: Design and economics of RO seawater desalination
  publication-title: Desalination
  doi: 10.1016/0011-9164(96)00081-1
– volume: 222
  start-page: 96
  issue: 1–3
  year: 2008
  ident: 10.1016/j.desal.2012.06.009_bb0055
  article-title: Multi-objective optimization of RO desalination plants
  publication-title: Desalination
  doi: 10.1016/j.desal.2007.02.064
– start-page: 1681
  year: 1998
  ident: 10.1016/j.desal.2012.06.009_bb0090
SSID ssj0012933
Score 2.1693764
Snippet The single day operation and size of a seawater reverse osmosis (RO) plant subject to a half-hourly varying electricity price is optimized. The study herein is...
SourceID proquest
pascalfrancis
crossref
fao
elsevier
SourceType Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 42
SubjectTerms Applied sciences
Chemical engineering
desalination
Drinking water and swimming-pool water. Desalination
Economics. Management. Design assessment
electricity
Exact sciences and technology
Membrane separation (reverse osmosis, dialysis...)
Natural water pollution
operating capital
Optimal RO plant size
Pollution
prices
Reverse osmosis
RO total annualized cost
Scheduling
seawater
Seawaters, estuaries
Spain
Time-dependent optimal operation
Water treatment and pollution
Title Simultaneous optimization of size and short-term operation for an RO plant
URI https://dx.doi.org/10.1016/j.desal.2012.06.009
https://www.proquest.com/docview/1663614529
Volume 301
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVESC
  databaseName: Baden-Württemberg Complete Freedom Collection (Elsevier)
  customDbUrl:
  eissn: 1873-4464
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0012933
  issn: 0011-9164
  databaseCode: GBLVA
  dateStart: 20110101
  isFulltext: true
  titleUrlDefault: https://www.sciencedirect.com
  providerName: Elsevier
– providerCode: PRVESC
  databaseName: Elsevier SD Complete Freedom Collection [SCCMFC]
  customDbUrl:
  eissn: 1873-4464
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0012933
  issn: 0011-9164
  databaseCode: ACRLP
  dateStart: 19950101
  isFulltext: true
  titleUrlDefault: https://www.sciencedirect.com
  providerName: Elsevier
– providerCode: PRVESC
  databaseName: Elsevier SD Freedom Collection
  customDbUrl:
  eissn: 1873-4464
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0012933
  issn: 0011-9164
  databaseCode: .~1
  dateStart: 19950101
  isFulltext: true
  titleUrlDefault: https://www.sciencedirect.com
  providerName: Elsevier
– providerCode: PRVESC
  databaseName: ScienceDirect Freedom Collection Journals
  customDbUrl:
  eissn: 1873-4464
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0012933
  issn: 0011-9164
  databaseCode: AIKHN
  dateStart: 19950101
  isFulltext: true
  titleUrlDefault: https://www.sciencedirect.com
  providerName: Elsevier
– providerCode: PRVLSH
  databaseName: Elsevier Journals
  customDbUrl:
  mediaType: online
  eissn: 1873-4464
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0012933
  issn: 0011-9164
  databaseCode: AKRWK
  dateStart: 19660401
  isFulltext: true
  providerName: Library Specific Holdings
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LSyQxEC58XPSwqOvirDpE2OO2dtLd6eQoooyKCqsD3kK6k-iI9gzO7GUP_nar-jEosh48djqBUFWpR-qrCsCvXLlEBYxOZGzTiIofI62kizAYcnGgBup1hdzFpRwM07Pb7HYBjrpaGIJVtrq_0em1tm5HDlpqHkxGI6rxpeZkMuWEr-I5VZRT9y-U6f2XOcyDzFmTZeY8otld56Ea4-X81FL-gS4EKSmh_2edFoMdE2zSTpFyoXny4oP2rk3SyRp8a31Jdthsdx0WfLUBq286DH6Hs-sRQQZt5THCZ2PUD09t4SUbBzYd_fPMVo5N79ELj0hL4xzfCAVDdxZ_sj9XbPKI9N-E4cnxzdEgap9PiMpEx7MoKDTfpY6LPC65K7nIg3JordHHEA5ZkPGiKCz-UzzJVOF5CKnPgrCJS6VNkuQHLFXjym8Bi0uNg7geT3uKjq7SpfBe2tx59Gcs74HoyGbKtrc4PXHxaDoQ2YOpaW2I1qaG0uke_J4vmjStNT6fLjt-mHcSYlD5f75wC7ln7B1qTTO8FnTHg8Ox0rIH_Xcsne9DSAxL80z0YK_jscFzR8mUhmOGyIiuTSb0z69ubBtW6KtGrCU7sDR7_ut30cWZFf1ahvuwfHh6Prh8BeuW9z4
linkProvider Elsevier
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LT9wwEB7BcoAeEKWgXV41Uo-NSJzEsY8IgZbXViqsxM1yYptuRbMrdnvpr2cmcVagqhx6tT2SNWN_M2PPA-BLIW0qPXonIjZZRMmPkZLCRugM2dhTAfUmQ-52JIbj7Oohf1iBsy4XhsIqA_a3mN6gdRg5Cdw8mU0mlONLxclEllB8VVIUq7CW5YjJPVg7vbwejpafCTx0lKfXQCLoig81YV7WzQ19QdCbIP1LqH8pqFVvphQ5aebIPN92vfgLwButdLEFm8GcZKftjj_Ciqu34cOrIoOf4OpuQlGDpnbo5LMpQsSvkHvJpp7NJ38cM7Vl8x9oiEcE1LjGteeCoUWLk-z7NzZ7QhHswPji_P5sGIUOClGVqngReYkavFJxWcRVYquEF15aVNhoZnCLUsiTsiwNzskkzWXpEu8zl3tuUpsJk6bpLvTqae36wOJK4SDS44XP0NaVquLOCVNYhyaNSQbAO7bpKpQXpy4XT7qLI_upG15r4rVuounUAL4uiWZtdY33l4tOHvrNIdGI_-8T9lF62jwicOrxHadnHhyOpRIDOHoj0uU-uEDPtMj5AI47GWu8evSf0kpMExvRusm52vvfjX2G9eH97Y2-uRxd78MGzTQBbOkB9BbPv90hWjyL8iic6BdYOPnp
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=Simultaneous+optimization+of+size+and+short-term+operation+for+an+RO+plant&rft.jtitle=Desalination&rft.au=Williams%2C+Christopher+M.&rft.au=Ghobeity%2C+Amin&rft.au=Pak%2C+Alex+J.&rft.au=Mitsos%2C+Alexander&rft.date=2012-09-03&rft.pub=Elsevier+B.V&rft.issn=0011-9164&rft.eissn=1873-4464&rft.volume=301&rft.spage=42&rft.epage=52&rft_id=info:doi/10.1016%2Fj.desal.2012.06.009&rft.externalDocID=S0011916412003177
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0011-9164&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0011-9164&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0011-9164&client=summon