1bdc0f23765c94220a6f6ecf78dfacf4 pmc_9632494.pdf 43499f3080d25fc4db28e8e5bddb297610a7754b pmc_9632494.pdf 438a92ebc013284590fa79d1af9170d730cad56a0ad55d1c4c3141c7fff729b5 pmc_9632494.pdf Title: Enhancing control systems of higher plant culture chambers via multilevel structural mechanistic modelling Subject: Modelling higher plant growth is of strategic interest for modern agriculture as well as for the development of bioregenerative life support systems for space applications, where crop growth is expected to play an essential role Keywords: closed ecological life support systems, higher plant chambers, functional-structural modelling, model predictive control, FBA, Melissa Author: Carles Ciurans; Josep M. Guerrero; Ivan Martínez-Mongue; Claude G. Dussap; Igor Marin de Mas; Francesc Gòdia Creator: Arbortext Advanced Print Publisher 10.0.1306/W Unicode Producer: Acrobat Distiller 7.0 (Windows) CreationDate: Mon Oct 17 06:56:31 2022 CEST ModDate: Mon Oct 17 06:56:31 2022 CEST Tagged: no UserProperties: no Suspects: no Form: none JavaScript: no Pages: 20 Encrypted: no Page size: 595.389 x 841.663 pts Page rot: 0 File size: 10699317 bytes Optimized: yes PDF version: 1.4 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- MFHBNM+AdvTTd3a5f740 Type 1C WinAnsi yes yes no 1125 0 MFHBNN+AdvTTd3a5f740+01 Type 1C MacRoman yes yes no 1126 0 MFHBNO+AdvPSA18C Type 1C WinAnsi yes yes no 1127 0 MFHBNP+AdvTT9b12cd41 Type 1C WinAnsi yes yes no 1128 0 MFHBOA+AdvPSA323 Type 1C WinAnsi yes yes no 1129 0 MFHBOB+AdvTT9b12cd41+20 Type 1C WinAnsi yes yes no 1130 0 MFHBOC+AdvTT9b12cd41+fb Type 1C Custom yes yes yes 1135 0 MFHBOD+AdvTT2c8ce45a Type 1C WinAnsi yes yes no 1136 0 MFHBPE+AdvOT1ef757c0 Type 1C Custom yes yes yes 1137 0 MFHEJF+AdvTT9b12cd41+01 Type 1C MacRoman yes yes no 1148 0 MFHEJG+AdvTTd168d80a.I Type 1C WinAnsi yes yes no 1149 0 MFHENF+AdvOT1ef757c0+fb Type 1C Custom yes yes yes 384 0 MFHEOG+AdvOT7d6df7ab.I Type 1C WinAnsi yes yes no 391 0 MFHEPG+AdvOT1ef757c0+22 Type 1C Custom yes yes no 399 0 MFHFAH+AdvOT3f84ef53 Type 1C WinAnsi yes yes no 395 0 MFHFAI+AdvP4C4E51 Type 1C WinAnsi yes yes no 394 0 MFHHFL+AdvOTb65e897d.B Type 1C WinAnsi yes yes no 400 0 MFHHFM+AdvOT45bf69de.BI Type 1C WinAnsi yes yes no 409 0 MFHHGM+AdvOT1ef757c0+04 Type 1C Custom yes yes yes 401 0 MFHHGN+AdvOT2f02755f.I Type 1C WinAnsi yes yes no 403 0 MFHHHO+AdvP4C4E46 Type 1C Custom yes yes yes 411 0 MFHHHP+AdvPS7DB7 Type 1C WinAnsi yes yes no 416 0 MFHHJA+AdvOTdd3b7348.I+03 Type 1C Custom yes yes yes 419 0 MFHHJB+AdvOT1ef757c0+20 Type 1C WinAnsi yes yes no 423 0 MFHHKB+AdvOT7d6df7ab.I+20 Type 1C WinAnsi yes yes no 426 0 MFHHMB+AdvOTd877c31c+22 Type 1C Custom yes yes yes 428 0 MFHHNC+AdvOT7d6df7ab.I+04 Type 1C Custom yes yes yes 432 0 MFHNCC+AdvP4C4E74 Type 1C Custom yes yes yes 434 0 MFHNCD+AdvOT7d6df7ab.I+22 Type 1C Custom yes yes yes 438 0 MFHNDE+AdvOT7d6df7ab.I+03 Type 1C Custom yes yes yes 442 0 MFHNDF+AdvOTd877c31c Type 1C WinAnsi yes yes no 443 0 MFHNDG+AdvTT2c8ce45a+fb Type 1C Custom yes yes yes 446 0 MFHNIF+AdvP4C4E59 Type 1C WinAnsi yes yes no 452 0 MFLJKF+AdvTTd3a5f740+fb Type 1C Custom yes yes yes 456 0 MFLLDM+HelveticaNeueLTStd-Bd Type 1C WinAnsi yes yes no 461 0 MGCGHK+AdvOTb1404cd8+20 Type 1C WinAnsi yes yes no 463 0 MGDMMC+AdvTT58d178b9+03 Type 1C Custom yes yes yes 468 0 MGDMMD+AdvOT1ef757c0+01 Type 1C MacRoman yes yes no 469 0 MGDMME+AdvTTd3a5f740+20 Type 1C WinAnsi yes yes no 470 0 MGDMOF+AdvOT7d6df7ab.I+fb Type 1C Custom yes yes yes 471 0 Jhove (Rel. 1.22.1, 2019-04-17) Date: 2023-07-12 02:31:51 CEST RepresentationInformation: pmc_9632494.pdf ReportingModule: PDF-hul, Rel. 1.12.1 (2019-04-17) LastModified: 2022-11-17 02:12:24 CET Size: 10699317 Format: PDF Version: 1.4 Status: Well-Formed, but not valid SignatureMatches: PDF-hul ID: PDF-HUL-122 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - 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referenced object 'B57' cannot be found Offset: 10676155 ID: PDF-HUL-122 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'B21' cannot be found Offset: 10676155 MIMEtype: application/pdf Profile: Linearized PDF PDFMetadata: Objects: 1210 FreeObjects: 1 IncrementalUpdates: 1 DocumentCatalog: PageLayout: SinglePage PageMode: UseOutlines Outlines: Item: Title: Enhancing control systems of higher plant culture chambers via multilevel structural mechanistic modelling Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@6121c9d6 Children: Item: Title: 1 Introduction Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@87f383f Item: Title: 2 Model proposal Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@4eb7f003 Children: Item: Title: 2.1 Multilevel mechanistic model Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@eafc191 Children: Item: Title: 2.1.1 Level 3: Modelling canopy growth Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@612fc6eb Item: Title: 2.1.2 Level 2: Modelling gas exchange rates Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@1060b431 Item: Title: 2.1.3 Level 1: Modelling enzyme kinetics Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@612679d6 Item: Title: 2.1.4 Level 0: Stoichiometry matrix Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@11758f2a Item: Title: 2.1.5 Dynamic model Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@e720b71 Item: Title: 2.2 Integration of the multilevel mechanistic model with advanced control architectures Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@1b26f7b2 Item: Title: 2.3 Simulation scenarios Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@491cc5c9 Children: Item: Title: 2.3.1 Simulation conditions for multilevel model validation Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@74ad1f1f Item: Title: 2.3.2 Advanced control architecture configuration Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@6a1aab78 Item: Title: 3 Results Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@462d5aee Children: Item: Title: 3.1 Validating photosynthesis rates Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@69b0fd6f Item: Title: 3.2 Distribution of metabolic fluxes using a metabolic diel model Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@757942a1 Children: Item: Title: 3.2.1 Day flux distribution Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@4a87761d Item: Title: 3.2.2 Night flux distribution Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@66d1af89 Item: Title: 3.2.3 Sensitivity analysis Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@8646db9 Item: Title: 3.3 Testing the integration of multilevel model approach to advanced control architectures in dynamic simulations Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@37374a5e Item: Title: 4 Conclusions Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@4671e53b Item: Title: Data availability statement Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@2db7a79b Item: Title: Author contributions Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@6950e31 Item: Title: Funding Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@b7dd107 Item: Title: Acknowledgments Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@42eca56e Item: Title: Supplementary material Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@52f759d7 Item: Title: References Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@7cbd213e Info: Title: Enhancing control systems of higher plant culture chambers via multilevel structural mechanistic modelling Author: Carles Ciurans; Josep M. Guerrero; Ivan Martínez-Mongue; Claude G. Dussap; Igor Marin de Mas; Francesc Gòdia Subject: Modelling higher plant growth is of strategic interest for modern agriculture as well as for the development of bioregenerative life support systems for space applications, where crop growth is expected to play an essential role Keywords: closed ecological life support systems, higher plant chambers, functional-structural modelling, model predictive control, FBA, Melissa Creator: Arbortext Advanced Print Publisher 10.0.1306/W Unicode Producer: Acrobat Distiller 7.0 (Windows) CreationDate: Mon Oct 17 06:56:31 CEST 2022 ModDate: Mon Oct 17 06:56:31 CEST 2022 ID: 0x73782f65f26e68e9d602368f72f7f06e, 0x165f32f9c21f2341bb0a88d0e9ef8715 Filters: FilterPipeline: FlateDecode FilterPipeline: DCTDecode Images: Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 2919 ImageHeight: 577 ColorSpace: CMYK BitsPerSample: 8 BitsPerSampleUnit: integer Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG 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FBA, Melissa 2022-10-17T12:56:31+08:00 2022-10-17T12:56:31+08:00 Arbortext Advanced Print Publisher 10.0.1306/W Unicode application/pdf Enhancing control systems of higher plant culture chambers via multilevel structural mechanistic modelling Carles Ciurans; Josep M. Guerrero; Ivan Martínez-Mongue; Claude G. 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