Renewables: Wind, Water, and Solar | |
Design models for small run-of-river hydropower plants: a review | |
Review | |
Davide Fioriti1  Bernadette Nka Nnomo2  Joseph Kenfack3  Abdoul Aziz4  David Tsuanyo4  Boris Amougou5  | |
[1] Department of Energy, Systems, Territory and Construction Engineering, University of Pisa, Largo Lucio Lazzarino 1, 56122, Pisa, Italy;Institute of Geological and Mining Research- Hydrological Research Centre (IRGM-CRH)-Ministry of Scientific Research and Innovation, PO Box 1457, Yaoundé, Cameroon;National Advanced School of Engineering/ L3E, University of Yaoundé I, PO Box 8390, Yaoundé, Cameroon;National Center for Development of Technologies-Ministry of Scientific Research and Innovation, PO Box 1457, Yaoundé, Cameroon;National Center for Development of Technologies-Ministry of Scientific Research and Innovation, PO Box 1457, Yaoundé, Cameroon;National Advanced School of Engineering/ L3E, University of Yaoundé I, PO Box 8390, Yaoundé, Cameroon; | |
关键词: Run-of-river; Hydropower plant; Optimal design; Energy system modeling; Mini-grids; | |
DOI : 10.1186/s40807-023-00072-1 | |
received in 2022-06-11, accepted in 2023-01-05, 发布年份 2023 | |
来源: Springer | |
【 摘 要 】
Hydropower plants are among the most efficient and reliable renewable energy systems in the world as far as electricity production is concerned. Run-of-river hydropower plants seem more attractive than conventional hydroelectric plants since they can be a cheaper and environmentally friendly alternative. However, their expected energy production pattern heavily depends on several construction variables that need an appropriate design using specific models. This paper analyzes several existing models used for the calculation of the diameter and thickness of a penstock, the optimal selection and implantation (admissible suction head) of a turbine, to estimate the energy produced and expected cost of small hydropower projects for grid-connected and off-grid/micro-grid applications. This review particularly brings out the specificities of each of the models to suggest the most appropriate model according to the context of study and proposes methods to use them more efficiently. This review can be used as a guide in the design and simulation of run-of-river hydropower plants, thus helping in the assessment of the economic feasibility of projects that usually requires a high level of experience and expertise.
【 授权许可】
CC BY
© The Author(s) 2023
【 预 览 】
Files | Size | Format | View |
---|---|---|---|
RO202305157403783ZK.pdf | 2745KB | download | |
Fig. 1 | 710KB | Image | download |
Fig. 7 | 2398KB | Image | download |
Fig. 1 | 154KB | Image | download |
Fig. 1 | 832KB | Image | download |
Fig. 1 | 1356KB | Image | download |
Fig. 2 | 781KB | Image | download |
Fig. 3 | 1944KB | Image | download |
Fig. 3 | 74KB | Image | download |
Fig. 2 | 718KB | Image | download |
Fig. 4 | 80KB | Image | download |
MediaObjects/13750_2019_162_MOESM1_ESM.docx | 32KB | Other | download |
Fig. 5 | 68KB | Image | download |
Fig. 8 | 2349KB | Image | download |
Fig. 1 | 424KB | Image | download |
MediaObjects/12944_2023_1787_MOESM2_ESM.docx | 4153KB | Other | download |
MediaObjects/12951_2023_1799_MOESM1_ESM.docx | 2710KB | Other | download |
Fig. 1 | 236KB | Image | download |
Fig. 1 | 156KB | Image | download |
Fig. 4 | 595KB | Image | download |
Fig. 2 | 480KB | Image | download |
Fig. 6 | 273KB | Image | download |
Fig. 2 | 1652KB | Image | download |
Fig. 2 | 254KB | Image | download |
Fig. 8 | 4411KB | Image | download |
Fig. 5 | 2138KB | Image | download |
Fig. 6 | 67KB | Image | download |
40798_2023_559_Article_IEq1.gif | 2KB | Image | download |
MediaObjects/40798_2023_559_MOESM1_ESM.pdf | 135KB | download | |
MediaObjects/12951_2023_1820_MOESM1_ESM.docx | 2873KB | Other | download |
Fig. 6 | 635KB | Image | download |
Fig. 3 | 426KB | Image | download |
Fig. 1 | 1691KB | Image | download |
Fig. 5 | 458KB | Image | download |
MediaObjects/40798_2023_559_MOESM3_ESM.pdf | 108KB | download | |
Fig. 1 | 112KB | Image | download |
MediaObjects/12947_2023_302_MOESM1_ESM.tif | 3215KB | Other | download |
Fig. 1 | 366KB | Image | download |
Fig. 2 | 34KB | Image | download |
12974_2023_2714_Article_IEq5.gif | 1KB | Image | download |
Fig. 3 | 103KB | Image | download |
Fig. 2 | 112KB | Image | download |
Fig. 4 | 145KB | Image | download |
Fig. 3 | 1024KB | Image | download |
12888_2023_4583_Article_IEq1.gif | 1KB | Image | download |
12888_2023_4583_Article_IEq2.gif | 1KB | Image | download |
12888_2023_4583_Article_IEq3.gif | 1KB | Image | download |
12888_2023_4583_Article_IEq4.gif | 1KB | Image | download |
MediaObjects/13046_2018_1010_MOESM5_ESM.tif | 38543KB | Other | download |
MediaObjects/12862_2023_2105_MOESM1_ESM.docx | 60KB | Other | download |
Fig. 3 | 366KB | Image | download |
Fig. 2 | 136KB | Image | download |
Fig. 2 | 1637KB | Image | download |
Fig. 3 | 2474KB | Image | download |
Fig. 5 | 703KB | Image | download |
Fig. 3 | 1075KB | Image | download |
MediaObjects/12951_2023_1796_MOESM1_ESM.docx | 5760KB | Other | download |
Fig. 1 | 96KB | Image | download |
Fig. 1 | 895KB | Image | download |
MediaObjects/13690_2023_1026_MOESM1_ESM.pdf | 1306KB | download | |
Fig. 7 | 400KB | Image | download |
Fig. 4 | 2099KB | Image | download |
Fig. 1 | 213KB | Image | download |
Fig. 1 | 151KB | Image | download |
MediaObjects/41408_2023_799_MOESM1_ESM.pdf | 2974KB | download | |
Fig. 2 | 397KB | Image | download |
Fig. 3 | 541KB | Image | download |
Fig. 7 | 673KB | Image | download |
Fig. 5 | 848KB | Image | download |
Fig. 1 | 344KB | Image | download |
Fig. 1 | 88KB | Image | download |
Fig. 1 | 87KB | Image | download |
Fig. 2 | 4379KB | Image | download |
Fig. 1 | 136KB | Image | download |
Fig. 4 | 452KB | Image | download |
Fig. 9 | 78KB | Image | download |
MediaObjects/40560_2023_654_MOESM1_ESM.docx | 15KB | Other | download |
12888_2023_4625_Article_IEq1.gif | 1KB | Image | download |
13046_2023_2621_Article_IEq2.gif | 1KB | Image | download |
MediaObjects/13046_2023_2621_MOESM1_ESM.pdf | 339KB | download | |
Fig. 6 | 390KB | Image | download |
Fig. 6 | 80KB | Image | download |
MediaObjects/42004_2023_839_MOESM2_ESM.pdf | 75KB | download | |
Fig. 1 | 361KB | Image | download |
MediaObjects/41408_2023_799_MOESM2_ESM.xlsx | 13KB | Other | download |
Fig. 3 | 74KB | Image | download |
Scheme 1 | 2513KB | Image | download |
Fig. 2 | 1967KB | Image | download |
Fig. 5 | 312KB | Image | download |
MediaObjects/42004_2023_831_MOESM3_ESM.pdf | 1510KB | download | |
MediaObjects/13750_2019_162_MOESM8_ESM.xlsx | 26KB | Other | download |
Fig. 1 | 967KB | Image | download |
Fig. 1 | 276KB | Image | download |
12302_2023_718_Article_IEq44.gif | 1KB | Image | download |
Fig. 1 | 4761KB | Image | download |
MediaObjects/12888_2023_4548_MOESM1_ESM.docx | 46KB | Other | download |
MediaObjects/12888_2023_4548_MOESM2_ESM.docx | 24KB | Other | download |
Fig. 1 | 1009KB | Image | download |
Fig. 4 | 2071KB | Image | download |
Fig. 2 | 107KB | Image | download |
Fig. 2 | 500KB | Image | download |
12302_2023_718_Article_IEq54.gif | 1KB | Image | download |
Fig. 1 | 3236KB | Image | download |
Fig. 3 | 123KB | Image | download |
Fig. 1 | 1445KB | Image | download |
12302_2023_718_Article_IEq70.gif | 1KB | Image | download |
Fig. 2 | 462KB | Image | download |
Fig. 7 | 176KB | Image | download |
Fig. 1 | 139KB | Image | download |
Fig. 1 | 1474KB | Image | download |
Fig. 6 | 2069KB | Image | download |
Fig. 3 | 1919KB | Image | download |
MediaObjects/12960_2023_799_MOESM8_ESM.docx | 24KB | Other | download |
42004_2023_830_Article_IEq16.gif | 1KB | Image | download |
MediaObjects/13068_2023_2267_MOESM4_ESM.docx | 46KB | Other | download |
MediaObjects/13068_2023_2267_MOESM5_ESM.docx | 48KB | Other | download |
Fig. 1 | 227KB | Image | download |
Fig. 3 | 282KB | Image | download |
Fig. 3 | 640KB | Image | download |
Fig. 2 | 164KB | Image | download |
Fig. 4 | 3876KB | Image | download |
376KB | Image | download | |
13287_2022_3228_Article_IEq3.gif | 1KB | Image | download |
Fig. 1 | 48KB | Image | download |
Fig. 1 | 1140KB | Image | download |
MediaObjects/12888_2023_4616_MOESM1_ESM.docx | 12KB | Other | download |
MediaObjects/12936_2023_4455_MOESM5_ESM.docx | 17KB | Other | download |
Fig. 3 | 109KB | Image | download |
MediaObjects/40644_2023_532_MOESM4_ESM.docx | 13KB | Other | download |
42004_2023_830_Article_IEq20.gif | 1KB | Image | download |
MediaObjects/12888_2023_4602_MOESM1_ESM.docx | 95KB | Other | download |
Fig. 2 | 1369KB | Image | download |
42004_2023_830_Article_IEq22.gif | 1KB | Image | download |
Fig. 3 | 334KB | Image | download |
Fig. 4 | 304KB | Image | download |
MediaObjects/41408_2023_798_MOESM1_ESM.pdf | 642KB | download | |
Fig. 4 | 344KB | Image | download |
Fig. 4 | 568KB | Image | download |
Fig. 4 | 134KB | Image | download |
MediaObjects/41408_2023_800_MOESM1_ESM.pdf | 1956KB | download | |
Fig. 5 | 108KB | Image | download |
Fig. 3 | 260KB | Image | download |
Fig. 2 | 87KB | Image | download |
Fig. 2 | 674KB | Image | download |
Fig. 7 | 1004KB | Image | download |
Fig. 4 | 569KB | Image | download |
Fig. 1 | 202KB | Image | download |
Fig. 2 | 224KB | Image | download |
Fig. 4 | 339KB | Image | download |
Fig. 4 | 263KB | Image | download |
MediaObjects/13100_2023_289_MOESM1_ESM.pptx | 39KB | Other | download |
MediaObjects/13293_2023_496_MOESM14_ESM.xlsx | 11KB | Other | download |
Fig. 4 | 1792KB | Image | download |
Fig. 6 | 1196KB | Image | download |
Fig. 1 | 74KB | Image | download |
Fig. 9 | 77KB | Image | download |
MediaObjects/40360_2023_644_MOESM1_ESM.docx | 16KB | Other | download |
Fig. 2 | 99KB | Image | download |
Fig. 5 | 2495KB | Image | download |
Fig. 2 | 128KB | Image | download |
40854_2023_458_Article_IEq72.gif | 1KB | Image | download |
Fig. 4 | 2625KB | Image | download |
MediaObjects/13068_2023_2275_MOESM1_ESM.tif | 750KB | Other | download |
Fig. 10 | 100KB | Image | download |
Fig. 3 | 1346KB | Image | download |
Fig. 6 | 2089KB | Image | download |
40854_2023_458_Article_IEq103.gif | 1KB | Image | download |
40854_2023_458_Article_IEq108.gif | 1KB | Image | download |
Fig. 5 | 2914KB | Image | download |
40854_2023_458_Article_IEq119.gif | 1KB | Image | download |
MediaObjects/41408_2023_798_MOESM2_ESM.docx | 24KB | Other | download |
Fig. 1 | 375KB | Image | download |
40463_2023_625_Article_IEq5.gif | 1KB | Image | download |
40463_2023_625_Article_IEq6.gif | 1KB | Image | download |
Fig. 2 | 43KB | Image | download |
Fig. 2 | 385KB | Image | download |
Fig. 3 | 141KB | Image | download |
Fig. 1 | 89KB | Image | download |
40463_2023_625_Article_IEq11.gif | 1KB | Image | download |
Fig. 2 | 83KB | Image | download |
Fig. 3 | 327KB | Image | download |
Fig. 3 | 93KB | Image | download |
Scheme 1 | 1823KB | Image | download |
MediaObjects/13690_2022_1008_MOESM1_ESM.docx | 40KB | Other | download |
Fig. 2 | 47KB | Image | download |
Fig. 4 | 51KB | Image | download |
40854_2023_461_Article_IEq24.gif | 1KB | Image | download |
MediaObjects/13690_2023_1031_MOESM1_ESM.docx | 87KB | Other | download |
Fig. 7 | 1938KB | Image | download |
MediaObjects/13690_2023_1031_MOESM2_ESM.docx | 29KB | Other | download |
Fig. 1 | 791KB | Image | download |
Fig. 5 | 143KB | Image | download |
40854_2023_461_Article_IEq30.gif | 1KB | Image | download |
Fig. 1 | 96KB | Image | download |
Fig. 1 | 143KB | Image | download |
Fig. 2 | 283KB | Image | download |
Fig. 2 | 456KB | Image | download |
Fig. 2 | 242KB | Image | download |
MediaObjects/12888_2023_4532_MOESM1_ESM.docx | 20KB | Other | download |
Fig. 7 | 719KB | Image | download |
MediaObjects/13690_2023_1038_MOESM1_ESM.docx | 29KB | Other | download |
Fig. 1 | 1783KB | Image | download |
Fig. 7 | 1365KB | Image | download |
Fig. 1 | 500KB | Image | download |
MediaObjects/13068_2023_2275_MOESM8_ESM.tif | 181KB | Other | download |
40249_2023_1060_Article_IEq2.gif | 1KB | Image | download |
40249_2023_1060_Article_IEq3.gif | 1KB | Image | download |
40249_2023_1060_Article_IEq4.gif | 1KB | Image | download |
Fig. 1 | 1791KB | Image | download |
MediaObjects/12951_2023_1821_MOESM1_ESM.docx | 13KB | Other | download |
Fig. 4 | 253KB | Image | download |
332KB | Image | download | |
Fig. 2 | 721KB | Image | download |
Fig. 4 | 4056KB | Image | download |
Fig. 3 | 101KB | Image | download |
MediaObjects/12902_2023_1285_MOESM1_ESM.tif | 24300KB | Other | download |
Fig. 6 | 1277KB | Image | download |
Fig. 3 | 3873KB | Image | download |
Fig. 1 | 315KB | Image | download |
Fig. 6 | 41KB | Image | download |
MediaObjects/13068_2023_2275_MOESM14_ESM.xlsx | 282KB | Other | download |
Fig. 2 | 141KB | Image | download |
Fig. 9 | 2218KB | Image | download |
MediaObjects/13750_2022_294_MOESM2_ESM.docx | 19KB | Other | download |
Fig. 7 | 1096KB | Image | download |
Fig. 5 | 229KB | Image | download |
MediaObjects/13750_2022_294_MOESM4_ESM.docx | 27KB | Other | download |
Fig. 1 | 72KB | Image | download |
Fig. 2 | 169KB | Image | download |
Fig. 3 | 88KB | Image | download |
MediaObjects/40249_2023_1065_MOESM1_ESM.docx | 8226KB | Other | download |
Fig. 7 | 233KB | Image | download |
Fig. 2 | 231KB | Image | download |
Fig. 1 | 46KB | Image | download |
Fig. 1 | 245KB | Image | download |
Fig. 3 | 171KB | Image | download |
MediaObjects/12951_2023_1802_MOESM1_ESM.docx | 13685KB | Other | download |
Fig. 3 | 717KB | Image | download |
Fig. 4 | 167KB | Image | download |
MediaObjects/12888_2023_4610_MOESM1_ESM.rtf | 3805KB | Other | download |
991KB | Image | download | |
Fig. 5 | 3795KB | Image | download |
Fig. 2 | 2775KB | Image | download |
Fig. 2 | 2137KB | Image | download |
MediaObjects/13750_2019_171_MOESM2_ESM.xlsx | 36KB | Other | download |
40645_2023_538_Article_IEq106.gif | 1KB | Image | download |
MediaObjects/13750_2019_171_MOESM3_ESM.xlsx | 21KB | Other | download |
Fig. 9 | 629KB | Image | download |
Fig. 4 | 345KB | Image | download |
MediaObjects/13750_2019_171_MOESM5_ESM.xlsx | 542KB | Other | download |
739KB | Image | download | |
Fig. 1 | 135KB | Image | download |
Fig. 5 | 376KB | Image | download |
Fig. 11 | 1908KB | Image | download |
40463_2022_603_Figb_HTML.png | 22KB | Image | download |
Fig. 1 | 179KB | Image | download |
MediaObjects/12974_2023_2706_MOESM1_ESM.docx | 318KB | Other | download |
13731_2023_266_Article_IEq2.gif | 1KB | Image | download |
Fig. 1 | 816KB | Image | download |
MediaObjects/12951_2023_1808_MOESM1_ESM.pdf | 1120KB | download | |
13731_2023_266_Article_IEq5.gif | 1KB | Image | download |
13731_2023_266_Article_IEq6.gif | 1KB | Image | download |
Fig. 1 | 1847KB | Image | download |
MediaObjects/40360_2023_646_MOESM2_ESM.xlsx | 11KB | Other | download |
MediaObjects/40360_2023_646_MOESM3_ESM.xlsx | 12KB | Other | download |
13731_2023_266_Article_IEq9.gif | 1KB | Image | download |
13731_2023_266_Article_IEq10.gif | 1KB | Image | download |
Fig. 2 | 177KB | Image | download |
13731_2023_266_Article_IEq13.gif | 1KB | Image | download |
MediaObjects/41016_2022_296_MOESM1_ESM.docx | 15KB | Other | download |
Fig. 2 | 59KB | Image | download |
Fig. 1 | 64KB | Image | download |
Fig. 3 | 185KB | Image | download |
Fig. 6 | 672KB | Image | download |
Fig. 1 | 170KB | Image | download |
Fig. 4 | 195KB | Image | download |
Fig. 1 | 347KB | Image | download |
13731_2023_266_Article_IEq20.gif | 1KB | Image | download |
Fig. 5 | 170KB | Image | download |
Fig. 7 | 963KB | Image | download |
Fig. 1 | 161KB | Image | download |
Fig. 1 | 111KB | Image | download |
Fig. 1 | 404KB | Image | download |
13731_2023_266_Article_IEq25.gif | 1KB | Image | download |
Fig. 2 | 206KB | Image | download |
Fig. 1 | 100KB | Image | download |
MediaObjects/13690_2023_1035_MOESM2_ESM.rtf | 181KB | Other | download |
MediaObjects/13011_2023_522_MOESM1_ESM.pdf | 144KB | download | |
Fig. 3 | 244KB | Image | download |
MediaObjects/13011_2023_522_MOESM2_ESM.pdf | 141KB | download | |
Fig. 3 | 305KB | Image | download |
MediaObjects/12888_2023_4577_MOESM1_ESM.docx | 46KB | Other | download |
13731_2023_266_Article_IEq33.gif | 1KB | Image | download |
Fig. 2 | 2875KB | Image | download |
Fig. 4 | 69KB | Image | download |
Fig. 10 | 250KB | Image | download |
MediaObjects/40249_2023_1065_MOESM2_ESM.docx | 15KB | Other | download |
Fig. 3 | 173KB | Image | download |
Fig. 1 | 241KB | Image | download |
Fig. 6 | 1195KB | Image | download |
Fig. 2 | 227KB | Image | download |
MediaObjects/12974_2023_2727_MOESM2_ESM.xlsx | 26KB | Other | download |
MediaObjects/12888_2023_4581_MOESM1_ESM.docx | 101KB | Other | download |
Fig. 3 | 206KB | Image | download |
Fig. 2 | 42KB | Image | download |
Fig. 3 | 212KB | Image | download |
Fig. 4 | 212KB | Image | download |
MediaObjects/12960_2023_797_MOESM1_ESM.docx | 25KB | Other | download |
Fig. 4 | 386KB | Image | download |
Fig. 2 | 1939KB | Image | download |
Fig.2 | 1622KB | Image | download |
12938_2023_1070_Article_IEq90.gif | 1KB | Image | download |
Fig. 1 | 2945KB | Image | download |
Fig. 3 | 3120KB | Image | download |
Fig. 1 | 967KB | Image | download |
Fig. 1 | 27KB | Image | download |
Fig. 1 | 847KB | Image | download |
Fig. 2 | 182KB | Image | download |
MediaObjects/40360_2023_645_MOESM1_ESM.zip | 10147KB | Package | download |
Fig. 3 | 1268KB | Image | download |
40854_2023_458_Article_IEq152.gif | 1KB | Image | download |
Fig. 2 | 756KB | Image | download |
Fig. 3 | 91KB | Image | download |
【 图 表 】
Fig. 3
Fig. 2
40854_2023_458_Article_IEq152.gif
Fig. 3
Fig. 2
Fig. 1
Fig. 1
Fig. 1
Fig. 3
Fig. 1
12938_2023_1070_Article_IEq90.gif
Fig.2
Fig. 2
Fig. 4
Fig. 4
Fig. 3
Fig. 2
Fig. 3
Fig. 2
Fig. 6
Fig. 1
Fig. 3
Fig. 10
Fig. 4
Fig. 2
13731_2023_266_Article_IEq33.gif
Fig. 3
Fig. 3
Fig. 1
Fig. 2
13731_2023_266_Article_IEq25.gif
Fig. 1
Fig. 1
Fig. 1
Fig. 7
Fig. 5
13731_2023_266_Article_IEq20.gif
Fig. 1
Fig. 4
Fig. 1
Fig. 6
Fig. 3
Fig. 1
Fig. 2
13731_2023_266_Article_IEq13.gif
Fig. 2
13731_2023_266_Article_IEq10.gif
13731_2023_266_Article_IEq9.gif
Fig. 1
13731_2023_266_Article_IEq6.gif
13731_2023_266_Article_IEq5.gif
Fig. 1
13731_2023_266_Article_IEq2.gif
Fig. 1
40463_2022_603_Figb_HTML.png
Fig. 11
Fig. 5
Fig. 1
Fig. 4
Fig. 9
40645_2023_538_Article_IEq106.gif
Fig. 2
Fig. 2
Fig. 5
Fig. 4
Fig. 3
Fig. 3
Fig. 1
Fig. 1
Fig. 2
Fig. 7
Fig. 3
Fig. 2
Fig. 1
Fig. 5
Fig. 7
Fig. 9
Fig. 2
Fig. 6
Fig. 1
Fig. 3
Fig. 6
Fig. 3
Fig. 4
Fig. 2
Fig. 4
Fig. 1
40249_2023_1060_Article_IEq4.gif
40249_2023_1060_Article_IEq3.gif
40249_2023_1060_Article_IEq2.gif
Fig. 1
Fig. 7
Fig. 1
Fig. 7
Fig. 2
Fig. 2
Fig. 2
Fig. 1
Fig. 1
40854_2023_461_Article_IEq30.gif
Fig. 5
Fig. 1
Fig. 7
40854_2023_461_Article_IEq24.gif
Fig. 4
Fig. 2
Scheme 1
Fig. 3
Fig. 3
Fig. 2
40463_2023_625_Article_IEq11.gif
Fig. 1
Fig. 3
Fig. 2
Fig. 2
40463_2023_625_Article_IEq6.gif
40463_2023_625_Article_IEq5.gif
Fig. 1
40854_2023_458_Article_IEq119.gif
Fig. 5
40854_2023_458_Article_IEq108.gif
40854_2023_458_Article_IEq103.gif
Fig. 6
Fig. 3
Fig. 10
Fig. 4
40854_2023_458_Article_IEq72.gif
Fig. 2
Fig. 5
Fig. 2
Fig. 9
Fig. 1
Fig. 6
Fig. 4
Fig. 4
Fig. 4
Fig. 2
Fig. 1
Fig. 4
Fig. 7
Fig. 2
Fig. 2
Fig. 3
Fig. 5
Fig. 4
Fig. 4
Fig. 4
Fig. 4
Fig. 3
42004_2023_830_Article_IEq22.gif
Fig. 2
42004_2023_830_Article_IEq20.gif
Fig. 3
Fig. 1
Fig. 1
13287_2022_3228_Article_IEq3.gif
Fig. 4
Fig. 2
Fig. 3
Fig. 3
Fig. 1
42004_2023_830_Article_IEq16.gif
Fig. 3
Fig. 6
Fig. 1
Fig. 1
Fig. 7
Fig. 2
12302_2023_718_Article_IEq70.gif
Fig. 1
Fig. 3
Fig. 1
12302_2023_718_Article_IEq54.gif
Fig. 2
Fig. 2
Fig. 4
Fig. 1
Fig. 1
12302_2023_718_Article_IEq44.gif
Fig. 1
Fig. 1
Fig. 5
Fig. 2
Scheme 1
Fig. 3
Fig. 1
Fig. 6
Fig. 6
13046_2023_2621_Article_IEq2.gif
12888_2023_4625_Article_IEq1.gif
Fig. 9
Fig. 4
Fig. 1
Fig. 2
Fig. 1
Fig. 1
Fig. 1
Fig. 5
Fig. 7
Fig. 3
Fig. 2
Fig. 1
Fig. 1
Fig. 4
Fig. 7
Fig. 1
Fig. 1
Fig. 3
Fig. 5
Fig. 3
Fig. 2
Fig. 2
Fig. 3
12888_2023_4583_Article_IEq4.gif
12888_2023_4583_Article_IEq3.gif
12888_2023_4583_Article_IEq2.gif
12888_2023_4583_Article_IEq1.gif
Fig. 3
Fig. 4
Fig. 2
Fig. 3
12974_2023_2714_Article_IEq5.gif
Fig. 2
Fig. 1
Fig. 1
Fig. 5
Fig. 1
Fig. 3
Fig. 6
40798_2023_559_Article_IEq1.gif
Fig. 6
Fig. 5
Fig. 8
Fig. 2
Fig. 2
Fig. 6
Fig. 2
Fig. 4
Fig. 1
Fig. 1
Fig. 1
Fig. 8
Fig. 5
Fig. 4
Fig. 2
Fig. 3
Fig. 3
Fig. 2
Fig. 1
Fig. 1
Fig. 1
Fig. 7
Fig. 1
【 参考文献 】
- [1]
- [2]
- [3]
- [4]
- [5]
- [6]
- [7]
- [8]
- [9]
- [10]
- [11]
- [12]
- [13]
- [14]
- [15]
- [16]
- [17]
- [18]
- [19]
- [20]
- [21]
- [22]
- [23]
- [24]
- [25]
- [26]
- [27]
- [28]
- [29]
- [30]
- [31]
- [32]
- [33]
- [34]
- [35]
- [36]
- [37]
- [38]
- [39]
- [40]
- [41]
- [42]
- [43]
- [44]
- [45]
- [46]
- [47]
- [48]
- [49]
- [50]
- [51]
- [52]
- [53]
- [54]
- [55]
- [56]
- [57]
- [58]
- [59]
- [60]
- [61]
- [62]
- [63]
- [64]
- [65]
- [66]
- [67]
- [68]
- [69]
- [70]