Robust identification of non-linear greenhouse model using evolutionary algorithms
This paper presents the non-linear modelling, based on first principle equations, for a climatic model of a greenhouse and the estimation of the feasible parameter set ( FPS) when the identification error is bounded simultaneously by several norms. The robust identification problem is transformed in...
Saved in:
| Published in: | Control engineering practice Vol. 16; no. 5; pp. 515 - 530 |
|---|---|
| Main Authors: | , , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Oxford
Elsevier Ltd
01.05.2008
Elsevier |
| Subjects: | |
| ISSN: | 0967-0661, 1873-6939 |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Abstract | This paper presents the non-linear modelling, based on first principle equations, for a climatic model of a greenhouse and the estimation of the feasible parameter set (
FPS) when the identification error is bounded simultaneously by several norms. The robust identification problem is transformed into a multimodal optimization problem with an infinite number of global minima that constitute the
FPS. For the optimization task, a special evolutionary algorithm (
ε
-GA) is presented, which characterizes the
FPS by means of a discrete set of models that are well distributed along the
FPS. A procedure for determining the norm bounds, such that
FPS
≠
∅
, is presented. |
|---|---|
| AbstractList | This paper presents the non-linear modelling, based on first principle equations, for a climatic model of a greenhouse and the estimation of the feasible parameter set (
FPS) when the identification error is bounded simultaneously by several norms. The robust identification problem is transformed into a multimodal optimization problem with an infinite number of global minima that constitute the
FPS. For the optimization task, a special evolutionary algorithm (
ε
-GA) is presented, which characterizes the
FPS by means of a discrete set of models that are well distributed along the
FPS. A procedure for determining the norm bounds, such that
FPS
≠
∅
, is presented. |
| Author | Sanchis, J. Ramos, C. Herrero, J.M. Martínez, M. Blasco, X. |
| Author_xml | – sequence: 1 givenname: J.M. surname: Herrero fullname: Herrero, J.M. email: juaherdu@isa.upv.es – sequence: 2 givenname: X. surname: Blasco fullname: Blasco, X. – sequence: 3 givenname: M. surname: Martínez fullname: Martínez, M. – sequence: 4 givenname: C. surname: Ramos fullname: Ramos, C. – sequence: 5 givenname: J. surname: Sanchis fullname: Sanchis, J. |
| BackLink | http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=20134031$$DView record in Pascal Francis |
| BookMark | eNqNkF1LwzAUhoMouE3_Q268bD1p17S5EXT4BQNh6HVI09Muo0tG0g7892ZOEbzRqwOH9-OcZ0pOrbNICGWQMmD8epPquLDdziudZgBlCjwFYCdkwqoyT7jIxSmZgOBlApyzczINYRMFXAg2IauVq8cwUNOgHUxrtBqMs9S1NPYkvbGoPO08ol27MSDdugZ7OgZjO4p7148HufLvVPWd82ZYb8MFOWtVH_Dya87I28P96-IpWb48Pi9ul4nORTUkWKgGAZqiZKzOtK5V3mI1F3NRtTlkJSIvOHJRtlVRF7UulMp0VmmmoC444_mMXB1zdypo1bdeWW2C3HmzjQfJDFg-h5xF3c1Rp70LwWMrtRk-3xy8Mr1kIA8k5Ub-kJQHkhK4jKBiQPUr4LvjH9a7oxUjiL1BL4M2aDU2xqMeZOPM3yEfPDKZAQ |
| CitedBy_id | crossref_primary_10_1002_oca_2370 crossref_primary_10_1016_j_jclepro_2020_124843 crossref_primary_10_1155_2013_639306 crossref_primary_10_1007_s13748_020_00222_2 crossref_primary_10_1016_j_automatica_2012_01_002 crossref_primary_10_1155_2022_4139784 crossref_primary_10_1002_acs_1064 crossref_primary_10_1016_j_biosystemseng_2009_06_006 crossref_primary_10_1002_acs_2642 crossref_primary_10_1016_j_esd_2020_08_001 crossref_primary_10_1016_j_eswa_2016_01_009 crossref_primary_10_1007_s00170_012_4680_4 crossref_primary_10_1016_j_compag_2013_10_006 crossref_primary_10_1016_j_asoc_2017_10_023 crossref_primary_10_1016_j_jfranklin_2016_10_002 crossref_primary_10_1016_j_applthermaleng_2024_123195 |
| Cites_doi | 10.1016/0168-1923(94)90101-5 10.1515/156939404773972752 10.1016/S0967-0661(02)00023-0 10.1016/0168-1923(95)02220-R 10.1016/j.conengprac.2004.09.012 10.1016/0021-8634(85)90093-9 10.1016/0378-4754(90)90002-Z 10.1016/S1474-6670(17)34770-5 10.1016/S0005-1098(01)00269-2 10.1016/j.conengprac.2004.05.007 10.1016/0168-1923(92)90110-P 10.1016/S0005-1098(97)00160-X 10.1007/11499305_24 10.1016/0005-1098(90)90005-3 10.1006/jaer.1995.1027 10.3182/20020721-6-ES-1901.01322 10.1016/j.compag.2006.12.001 10.1016/0005-1098(96)00040-4 10.1016/0005-1098(91)90090-O 10.1007/3-540-45712-7_45 |
| ContentType | Journal Article |
| Copyright | 2007 Elsevier Ltd 2008 INIST-CNRS |
| Copyright_xml | – notice: 2007 Elsevier Ltd – notice: 2008 INIST-CNRS |
| DBID | AAYXX CITATION IQODW |
| DOI | 10.1016/j.conengprac.2007.06.001 |
| DatabaseName | CrossRef Pascal-Francis |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Applied Sciences |
| EISSN | 1873-6939 |
| EndPage | 530 |
| ExternalDocumentID | 20134031 10_1016_j_conengprac_2007_06_001 S0967066107001189 |
| GroupedDBID | --K --M .~1 0R~ 1B1 1~. 1~5 29F 4.4 457 4G. 5GY 5VS 6J9 6TJ 7-5 71M 8P~ 9JN AABNK AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AAXUO ABFNM ABFRF ABJNI ABMAC ABTAH ABXDB ABYKQ ACDAQ ACGFO ACGFS ACNNM ACRLP ADBBV ADEZE ADMUD ADTZH AEBSH AECPX AEFWE AEKER AENEX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHJVU AIEXJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ ASPBG AVWKF AXJTR AZFZN BJAXD BKOJK BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 F5P FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA HVGLF HZ~ IHE J1W JJJVA KOM LY7 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG ROL RPZ SDF SDG SES SET SEW SPC SPCBC SST SSZ T5K UNMZH WUQ XFK XPP ZMT ZY4 ~G- 9DU AATTM AAXKI AAYWO AAYXX ABWVN ACLOT ACRPL ACVFH ADCNI ADNMO AEIPS AEUPX AFJKZ AFPUW AGQPQ AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP CITATION EFKBS ~HD AFXIZ AGCQF AGRNS BNPGV IQODW SSH |
| ID | FETCH-LOGICAL-c398t-e5ade00d5711b2ccba3fe849498f3027ee656e697f85b5bc5aa2c28c1a0b56163 |
| ISICitedReferencesCount | 19 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000254373900002&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0967-0661 |
| IngestDate | Mon Jul 21 09:17:56 EDT 2025 Sat Nov 29 07:09:02 EST 2025 Tue Nov 18 22:17:15 EST 2025 Fri Feb 23 02:35:42 EST 2024 |
| IsDoiOpenAccess | false |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 5 |
| Keywords | Evolutionary algorithms Multimodal optimization Multiobjective optimization Greenhouse modelling Robust identification Parameter estimation Evolutionary algorithm Bounded error Multiobjective programming Modeling Optimization Non linear model System identification Greenhouse |
| Language | English |
| License | CC BY 4.0 |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c398t-e5ade00d5711b2ccba3fe849498f3027ee656e697f85b5bc5aa2c28c1a0b56163 |
| OpenAccessLink | https://www.sciencedirect.com/science/article/pii/S0967066107001189 |
| PageCount | 16 |
| ParticipantIDs | pascalfrancis_primary_20134031 crossref_citationtrail_10_1016_j_conengprac_2007_06_001 crossref_primary_10_1016_j_conengprac_2007_06_001 elsevier_sciencedirect_doi_10_1016_j_conengprac_2007_06_001 |
| PublicationCentury | 2000 |
| PublicationDate | 2008-05-01 |
| PublicationDateYYYYMMDD | 2008-05-01 |
| PublicationDate_xml | – month: 05 year: 2008 text: 2008-05-01 day: 01 |
| PublicationDecade | 2000 |
| PublicationPlace | Oxford |
| PublicationPlace_xml | – name: Oxford |
| PublicationTitle | Control engineering practice |
| PublicationYear | 2008 |
| Publisher | Elsevier Ltd Elsevier |
| Publisher_xml | – name: Elsevier Ltd – name: Elsevier |
| References | (Vol. 1, pp. 763–768). Keesman, K. J. (2003). Bound-based identification: Non-linear-model case. In H. Unbehauen (Ed.) Ursem, U. (2002). Diversity-guided evolutionary algorithms. In Coello, Veldhuizen, Lamont (bib11) 2002 UNESCO EOLSS. Ph.D. Thesis. Spain: Polytechnic University of Valencia. Milanese, Vicino (bib21) 1991; 27 Rodríguez, F. (2002). Walter, Pronzalo (bib35) 1997 Herrero, J. M. (2006). Ph.D. Thesis. Spain: University of Almería. Monteith (bib22) 1973 Boulard, Draoui (bib9) 1995; 61 Rodríguez, F., Yebra, L. J., Berenguel, M., & Dormido, S. (2002). Modelling and simulation of greenhouse climate using Dymola. In 5 van Straten, van Willigenburg, Tap (bib31) 2002; 10 (Vol. 3562, pp. 231–241). Berlin: Springer. Bai, Nagpal, Tempo (bib3) 1996; 32 Tawegoum, Teixeira, Chassiriaux (bib29) 2006; 14 Walter, E., & Kieffer, M. (2003). Interval analysis for guaranteed non-linear parameter estimation. In Belforte, Bona, Cerone (bib5) 1990; 26 (pp. 462–471). Herrero, J. M., Blasco, X., Martínez, M., & Ramos, C. (2005). Bäck, T., & Schwefel, H. P. (1995). Evolution Strategies I: Variants and their computational implementation. (pp. 111–126). New York: Wiley. Walter, Piet-Lahanier (bib33) 1990; 32 Boaventura, J. (2003). Greenhouse climate models: An overview. In 4 (pp. 823–829). Baille, Baille, Delmon (bib4) 1994; 71 Jolliet, Bailey (bib15) 1992; 58 Seginer (bib27) 2002; 82 Barcelona, Spain. . Martínez, Blasco, Herrero, Ramos, Sanchis (bib19) 2005; 2 Stanghellini, de Jong (bib28) 1995; 76 Ljung (bib18) 1999 Blasco, F. (1999). Fogel, Huang (bib12) 1882; 18 Chisci, Garulli, Vicino, Zappa (bib10) 1998; 34 Blasco, Martínez, Herrero, Ramos, Sanchis (bib7) 2007; 55 Ph.D. thesis. Spain: Polytechnic University of Valencia Albright, Seginer, Marsh, Oko (bib1) 1985; 31 Milanese, Norton, Piet Lahanier, Walter (bib20) 1996 Reinelt, Garulli, Ljung (bib23) 2002; 38 Walter, E., & Pronzalo, L. (1991). Recursive robust minmax estimation for models linear in their parameters. In Keesman, Stappers (bib17) 2004; 12 Salgado, Boaventura (bib26) 2005; 13 Tawegoum (10.1016/j.conengprac.2007.06.001_bib29) 2006; 14 10.1016/j.conengprac.2007.06.001_bib34 Bai (10.1016/j.conengprac.2007.06.001_bib3) 1996; 32 10.1016/j.conengprac.2007.06.001_bib14 10.1016/j.conengprac.2007.06.001_bib13 10.1016/j.conengprac.2007.06.001_bib16 Walter (10.1016/j.conengprac.2007.06.001_bib35) 1997 Jolliet (10.1016/j.conengprac.2007.06.001_bib15) 1992; 58 Milanese (10.1016/j.conengprac.2007.06.001_bib21) 1991; 27 Milanese (10.1016/j.conengprac.2007.06.001_bib20) 1996 Martínez (10.1016/j.conengprac.2007.06.001_bib19) 2005; 2 Walter (10.1016/j.conengprac.2007.06.001_bib33) 1990; 32 Salgado (10.1016/j.conengprac.2007.06.001_bib26) 2005; 13 Blasco (10.1016/j.conengprac.2007.06.001_bib7) 2007; 55 Coello (10.1016/j.conengprac.2007.06.001_bib11) 2002 Fogel (10.1016/j.conengprac.2007.06.001_bib12) 1882; 18 Albright (10.1016/j.conengprac.2007.06.001_bib1) 1985; 31 Baille (10.1016/j.conengprac.2007.06.001_bib4) 1994; 71 Belforte (10.1016/j.conengprac.2007.06.001_bib5) 1990; 26 Chisci (10.1016/j.conengprac.2007.06.001_bib10) 1998; 34 Monteith (10.1016/j.conengprac.2007.06.001_bib22) 1973 Seginer (10.1016/j.conengprac.2007.06.001_bib27) 2002; 82 Stanghellini (10.1016/j.conengprac.2007.06.001_bib28) 1995; 76 10.1016/j.conengprac.2007.06.001_bib25 10.1016/j.conengprac.2007.06.001_bib24 Keesman (10.1016/j.conengprac.2007.06.001_bib17) 2004; 12 10.1016/j.conengprac.2007.06.001_bib30 10.1016/j.conengprac.2007.06.001_bib8 Ljung (10.1016/j.conengprac.2007.06.001_bib18) 1999 10.1016/j.conengprac.2007.06.001_bib32 van Straten (10.1016/j.conengprac.2007.06.001_bib31) 2002; 10 10.1016/j.conengprac.2007.06.001_bib6 Boulard (10.1016/j.conengprac.2007.06.001_bib9) 1995; 61 10.1016/j.conengprac.2007.06.001_bib2 Reinelt (10.1016/j.conengprac.2007.06.001_bib23) 2002; 38 |
| References_xml | – reference: Blasco, F. (1999). – reference: . Ph.D. thesis. Spain: Polytechnic University of Valencia – volume: 10 start-page: 625 year: 2002 end-page: 632 ident: bib31 article-title: The significance of crop co-states for receding horizon optimal control of greenhouse climate publication-title: Control Engineering Practice – year: 1997 ident: bib35 article-title: Identification of parametric models from experimental data – reference: Boaventura, J. (2003). Greenhouse climate models: An overview. In 4 – reference: Rodríguez, F. (2002). – reference: Ph.D. Thesis. Spain: University of Almería. – reference: (pp. 111–126). New York: Wiley. – reference: Walter, E., & Pronzalo, L. (1991). Recursive robust minmax estimation for models linear in their parameters. In – volume: 32 start-page: 985 year: 1996 end-page: 999 ident: bib3 article-title: Bounded-error parameter estimation: noise models and recursive algorithms publication-title: Automatica – volume: 55 start-page: 49 year: 2007 end-page: 70 ident: bib7 article-title: Model-based predictive control of greenhouse climate for reducing energy and water consumption publication-title: Computers and Electronics in Agriculture – volume: 14 start-page: 853 year: 2006 end-page: 861 ident: bib29 article-title: Simulation of humidity control and greenhouse temperature tracking in a growth chamber using a passive air conditioning unit publication-title: Control Engineering Practice – volume: 32 start-page: 449 year: 1990 end-page: 468 ident: bib33 article-title: Estimation of parameter bounds from bounded-error data: A survey publication-title: Mathematics and Computers in Simulation – volume: 71 start-page: 83 year: 1994 end-page: 87 ident: bib4 article-title: Microclimate and transpiration of a greenhouse rose crop publication-title: Agricultural and Forest Meteorology – volume: 18 start-page: 229 year: 1882 end-page: 238 ident: bib12 article-title: On the value of information in system identification-bounded noise case publication-title: Automatica – volume: 13 start-page: 613 year: 2005 end-page: 628 ident: bib26 article-title: Greenhouse climate hierarchical fuzzy modelling publication-title: Control Engineering Practice – reference: (Vol. 1, pp. 763–768). – year: 1973 ident: bib22 article-title: Principles of environmental physics. Contemporary biology – reference: Bäck, T., & Schwefel, H. P. (1995). Evolution Strategies I: Variants and their computational implementation. – volume: 26 start-page: 887 year: 1990 end-page: 898 ident: bib5 article-title: Parameter estimation algorithms for a set-membership description of uncertainty publication-title: Automatica – reference: , Barcelona, Spain. – volume: 2 start-page: 5 year: 2005 end-page: 24 ident: bib19 article-title: Monitorization and control processes. A theoretical and practical vision applied to greenhouses publication-title: Revista Iberoamericana de Automática e Informática Industrial – volume: 76 start-page: 129 year: 1995 end-page: 148 ident: bib28 article-title: A model of humidity and its applications in a greenhouse publication-title: Agricultural and Forest Meteorology – year: 1999 ident: bib18 article-title: System identification, theory for the user – reference: (pp. 462–471). – volume: 27 start-page: 403 year: 1991 end-page: 408 ident: bib21 article-title: Estimation theory for non-linear models and set membership uncertainty publication-title: Automatica – volume: 58 start-page: 43 year: 1992 end-page: 62 ident: bib15 article-title: The effect of climate on tomato transpiration in greenhouses: measurements and models comparison publication-title: Agricultural and Forest Meteorology – volume: 12 start-page: 27 year: 2004 end-page: 41 ident: bib17 article-title: Non-linear set-membership estimation: A support vector machine approach publication-title: Journal of Inverse and Ill-Posed Problems – reference: Herrero, J. M. (2006). – reference: (Vol. 3562, pp. 231–241). Berlin: Springer. – reference: . (pp. 823–829). – reference: Rodríguez, F., Yebra, L. J., Berenguel, M., & Dormido, S. (2002). Modelling and simulation of greenhouse climate using Dymola. In 5 – volume: 31 start-page: 265 year: 1985 end-page: 281 ident: bib1 article-title: In situ thermal calibration of unventilated greenhouses publication-title: Journal of Agricultural Engineering Research – reference: Ursem, U. (2002). Diversity-guided evolutionary algorithms. In – reference: . Ph.D. Thesis. Spain: Polytechnic University of Valencia. – volume: 38 start-page: 787 year: 2002 end-page: 803 ident: bib23 article-title: Comparing different approaches to model error modelling in robust identification publication-title: Automatica – reference: Keesman, K. J. (2003). Bound-based identification: Non-linear-model case. In H. Unbehauen (Ed.), – reference: Walter, E., & Kieffer, M. (2003). Interval analysis for guaranteed non-linear parameter estimation. In – year: 1996 ident: bib20 article-title: Bounding approaches to system identification – volume: 61 start-page: 27 year: 1995 end-page: 36 ident: bib9 article-title: Natural ventilation of greenhouse with continuous roof vents: Measurements and data analysis publication-title: Journal of Agricultural Engineering Research – year: 2002 ident: bib11 article-title: Evolutionary algorithms for solving multi-objective problems – volume: 82 start-page: 423 year: 2002 end-page: 439 ident: bib27 article-title: The Penman–Monteith evapotranspiration equation as an element in greenhouse ventilation design publication-title: Journal of Agricultural Engineering Research – reference: . UNESCO EOLSS. – reference: Herrero, J. M., Blasco, X., Martínez, M., & Ramos, C. (2005). – reference: . – volume: 34 start-page: 15 year: 1998 end-page: 22 ident: bib10 article-title: Block recursive parallelotopic bounding in set membership identification publication-title: Automatica – volume: 71 start-page: 83 year: 1994 ident: 10.1016/j.conengprac.2007.06.001_bib4 article-title: Microclimate and transpiration of a greenhouse rose crop publication-title: Agricultural and Forest Meteorology doi: 10.1016/0168-1923(94)90101-5 – volume: 12 start-page: 27 issue: 1 year: 2004 ident: 10.1016/j.conengprac.2007.06.001_bib17 article-title: Non-linear set-membership estimation: A support vector machine approach publication-title: Journal of Inverse and Ill-Posed Problems doi: 10.1515/156939404773972752 – volume: 10 start-page: 625 issue: 6 year: 2002 ident: 10.1016/j.conengprac.2007.06.001_bib31 article-title: The significance of crop co-states for receding horizon optimal control of greenhouse climate publication-title: Control Engineering Practice doi: 10.1016/S0967-0661(02)00023-0 – year: 1997 ident: 10.1016/j.conengprac.2007.06.001_bib35 – ident: 10.1016/j.conengprac.2007.06.001_bib16 – volume: 76 start-page: 129 year: 1995 ident: 10.1016/j.conengprac.2007.06.001_bib28 article-title: A model of humidity and its applications in a greenhouse publication-title: Agricultural and Forest Meteorology doi: 10.1016/0168-1923(95)02220-R – year: 1973 ident: 10.1016/j.conengprac.2007.06.001_bib22 – volume: 14 start-page: 853 issue: 8 year: 2006 ident: 10.1016/j.conengprac.2007.06.001_bib29 article-title: Simulation of humidity control and greenhouse temperature tracking in a growth chamber using a passive air conditioning unit publication-title: Control Engineering Practice doi: 10.1016/j.conengprac.2004.09.012 – volume: 31 start-page: 265 year: 1985 ident: 10.1016/j.conengprac.2007.06.001_bib1 article-title: In situ thermal calibration of unventilated greenhouses publication-title: Journal of Agricultural Engineering Research doi: 10.1016/0021-8634(85)90093-9 – volume: 32 start-page: 449 year: 1990 ident: 10.1016/j.conengprac.2007.06.001_bib33 article-title: Estimation of parameter bounds from bounded-error data: A survey publication-title: Mathematics and Computers in Simulation doi: 10.1016/0378-4754(90)90002-Z – year: 1996 ident: 10.1016/j.conengprac.2007.06.001_bib20 – ident: 10.1016/j.conengprac.2007.06.001_bib24 – ident: 10.1016/j.conengprac.2007.06.001_bib32 doi: 10.1016/S1474-6670(17)34770-5 – volume: 2 start-page: 5 issue: 4 year: 2005 ident: 10.1016/j.conengprac.2007.06.001_bib19 article-title: Monitorization and control processes. A theoretical and practical vision applied to greenhouses publication-title: Revista Iberoamericana de Automática e Informática Industrial – ident: 10.1016/j.conengprac.2007.06.001_bib2 – volume: 18 start-page: 229 issue: 12 year: 1882 ident: 10.1016/j.conengprac.2007.06.001_bib12 article-title: On the value of information in system identification-bounded noise case publication-title: Automatica – year: 1999 ident: 10.1016/j.conengprac.2007.06.001_bib18 – ident: 10.1016/j.conengprac.2007.06.001_bib13 – volume: 82 start-page: 423 issue: 4 year: 2002 ident: 10.1016/j.conengprac.2007.06.001_bib27 article-title: The Penman–Monteith evapotranspiration equation as an element in greenhouse ventilation design publication-title: Journal of Agricultural Engineering Research – year: 2002 ident: 10.1016/j.conengprac.2007.06.001_bib11 – volume: 38 start-page: 787 issue: 5 year: 2002 ident: 10.1016/j.conengprac.2007.06.001_bib23 article-title: Comparing different approaches to model error modelling in robust identification publication-title: Automatica doi: 10.1016/S0005-1098(01)00269-2 – volume: 13 start-page: 613 issue: 5 year: 2005 ident: 10.1016/j.conengprac.2007.06.001_bib26 article-title: Greenhouse climate hierarchical fuzzy modelling publication-title: Control Engineering Practice doi: 10.1016/j.conengprac.2004.05.007 – ident: 10.1016/j.conengprac.2007.06.001_bib6 – volume: 58 start-page: 43 year: 1992 ident: 10.1016/j.conengprac.2007.06.001_bib15 article-title: The effect of climate on tomato transpiration in greenhouses: measurements and models comparison publication-title: Agricultural and Forest Meteorology doi: 10.1016/0168-1923(92)90110-P – ident: 10.1016/j.conengprac.2007.06.001_bib8 – volume: 34 start-page: 15 issue: 1 year: 1998 ident: 10.1016/j.conengprac.2007.06.001_bib10 article-title: Block recursive parallelotopic bounding in set membership identification publication-title: Automatica doi: 10.1016/S0005-1098(97)00160-X – ident: 10.1016/j.conengprac.2007.06.001_bib14 doi: 10.1007/11499305_24 – volume: 26 start-page: 887 issue: 5 year: 1990 ident: 10.1016/j.conengprac.2007.06.001_bib5 article-title: Parameter estimation algorithms for a set-membership description of uncertainty publication-title: Automatica doi: 10.1016/0005-1098(90)90005-3 – volume: 61 start-page: 27 year: 1995 ident: 10.1016/j.conengprac.2007.06.001_bib9 article-title: Natural ventilation of greenhouse with continuous roof vents: Measurements and data analysis publication-title: Journal of Agricultural Engineering Research doi: 10.1006/jaer.1995.1027 – ident: 10.1016/j.conengprac.2007.06.001_bib34 – ident: 10.1016/j.conengprac.2007.06.001_bib25 doi: 10.3182/20020721-6-ES-1901.01322 – volume: 55 start-page: 49 year: 2007 ident: 10.1016/j.conengprac.2007.06.001_bib7 article-title: Model-based predictive control of greenhouse climate for reducing energy and water consumption publication-title: Computers and Electronics in Agriculture doi: 10.1016/j.compag.2006.12.001 – volume: 32 start-page: 985 issue: 7 year: 1996 ident: 10.1016/j.conengprac.2007.06.001_bib3 article-title: Bounded-error parameter estimation: noise models and recursive algorithms publication-title: Automatica doi: 10.1016/0005-1098(96)00040-4 – volume: 27 start-page: 403 issue: 2 year: 1991 ident: 10.1016/j.conengprac.2007.06.001_bib21 article-title: Estimation theory for non-linear models and set membership uncertainty publication-title: Automatica doi: 10.1016/0005-1098(91)90090-O – ident: 10.1016/j.conengprac.2007.06.001_bib30 doi: 10.1007/3-540-45712-7_45 |
| SSID | ssj0016991 |
| Score | 1.987213 |
| Snippet | This paper presents the non-linear modelling, based on first principle equations, for a climatic model of a greenhouse and the estimation of the feasible... |
| SourceID | pascalfrancis crossref elsevier |
| SourceType | Index Database Enrichment Source Publisher |
| StartPage | 515 |
| SubjectTerms | Applied sciences Computer science; control theory; systems Control theory. Systems Evolutionary algorithms Exact sciences and technology Greenhouse modelling Modelling and identification Multimodal optimization Multiobjective optimization Robust identification |
| Title | Robust identification of non-linear greenhouse model using evolutionary algorithms |
| URI | https://dx.doi.org/10.1016/j.conengprac.2007.06.001 |
| Volume | 16 |
| WOSCitedRecordID | wos000254373900002&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1873-6939 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0016991 issn: 0967-0661 databaseCode: AIEXJ dateStart: 19950101 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1db9MwFLVKxwMIIT7FBkx54K1KlS_HtvY0jSGYYEJloL5FtmtvnUpaZWm1H8IP5jp24lSAVIR4iSorThzfU_v6-vhchN6kRBFJs1lIhE7CjGoc8izSYZxDcc60zJtkMN8-kvNzOp2yz4PBj_YszGZBypLe3rLVfzU1lIGxzdHZvzB391AogN9gdLiC2eG6k-EnS7G-qUfzmeMBdT4hLPRD41TyanRp2DZXsOhXNhXOaN2EDNTGtcxQ6fjiclnN6ysnZ96qGThqu_I6ht1JKx9XrSplz8-cjT-NuxU_OOqyKZ12ZUbFoNmrf1vaULa_fcK_WwrgyXgrNEE9EdDGy9ozM56g1AQec0O4sxLsY2WHXUrSMGdW1qgbl_Me_nBvkMX2AKibr7Hd1_llKrBRiWuwZAldYnrCCVY2u09--utIiV9My0zDItIo47E7aC8hmNEh2jv-cDo963ancmYzMbZf4hhiljf4-_f9ye15sIKu5wtts6j0XJuLR-ihW5MExxZLj9FAlU_Q_Z5S5VM0sagKtlEVLHXgURV4VAUNqoIGVUEfVYFH1TP09d3pxcn70KXjCGXKaB0qzGcqimaYxLFIpBQ81YoadSOqze63UrA2UDkjmmKBhcScJzKhMuaRAC89T5-jIbRJvUCBkokSHCu4Lc8UZWIWCUm01AKzmCdiH5G2twrptOpNypRF0ZISrwvfzyaVKiksP3MfxV3NldVr2aHOUWuQwvmd1p8sAEs71D7csmH3WnCt0wzmzIN_evxLdM__tV6hYV2t1Wt0V27q-U116JD5Ez4lvDQ |
| linkProvider | Elsevier |
| 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=Robust+identification+of+non-linear+greenhouse+model+using+evolutionary+algorithms&rft.jtitle=Control+engineering+practice&rft.au=Herrero%2C+J.M.&rft.au=Blasco%2C+X.&rft.au=Mart%C3%ADnez%2C+M.&rft.au=Ramos%2C+C.&rft.date=2008-05-01&rft.pub=Elsevier+Ltd&rft.issn=0967-0661&rft.eissn=1873-6939&rft.volume=16&rft.issue=5&rft.spage=515&rft.epage=530&rft_id=info:doi/10.1016%2Fj.conengprac.2007.06.001&rft.externalDocID=S0967066107001189 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0967-0661&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0967-0661&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0967-0661&client=summon |