Water Availability Assessment from Power Generation Reservoirs in the Rio Grande Operated by Furnas, Brazil
Abstract
:1. Introduction
2. Materials and Methods
2.1. Water Consumptive Uses
2.2. Precipitation vs. Reservoir Level Analysis
2.3. Statistical Analyses
- -
- Null hypothesis (Ho): The time series of water consumptive use, precipitation and reservoir levels do not show an increasing or decreasing trend over time.
- -
- Alternative hypothesis (Ha): The time series of water consumptive use, precipitation and reservoir levels show an increasing or decreasing trend over time.
3. Results and Discussion
3.1. Consumptive Use
3.2. Precipitation and Reservoir Levels
3.3. Trend Test
4. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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HPP | Owner | Power (MW) | Lake (km2) | Volume (hm3) | Type |
---|---|---|---|---|---|
Marimbondo [11] | Furnas | 1440 | 438 | 5260 | Accumulation |
Água Vermelha [12] | AES Brasil | 1396 | 647 | 11,000 | Accumulation |
Furnas [13] | Furnas | 1216 | 1440 | 17,217 | Accumulation |
Luiz Carlos Barreto de Carvalho [14] | Furnas | 1050 | 46 | 178 | Run-of-river |
Mascarenhas de Moraes [15] | Furnas | 476 | 250 | 2500 | Accumulation |
Jaguara [16] | Engie | 424 | 34 | 90 | Run-of-river |
Volta Grande [17] | Enel | 380 | 222 | 2268 | Run-of-river |
Porto Colômbia [18] | Furnas | 320 | 143 | 2335 | Run-of-river |
Igarapava [19] | Consórcio UHE Igarapava | 210 | 36 | 234 | Run-of-river |
Funil [20] | Aliança Energia | 180 | 40 | 258 | Accumulation |
Ututinga [21] | CEMIG | 52 | 2 | 11 | Run-of-river |
Camargos [22] | CEMIG | 45 | 73 | 792 | Accumulation |
HPP | Code on NAW’s Hydroweb | Station Name | Latitude | Longitude |
---|---|---|---|---|
Marimbondo | 2049070 | HPP Marimbondo | 20°17′34.8″ S | 49°11′50.2″ W |
Marechal Mascarenhas de Moraes | 2047045 | HPP Mascarenhas de Moraes | 20°17′13.9″ S | 47°03′50.2″ W |
Porto Colômbia | 2048096 | HPP Porto Colômbia | 20°07′10.2″ S | 48°34′24.9″ W |
Furnas | 2046027 | HPP Furnas | 20°40′33.6″ S | 46°19′24.5″ W |
Luiz Carlos Barreto de Carvalho | 2047115 | HPP Luiz Carlos Barreto de Carvalho | 20°09′31.6″ S | 47°16′42.2″ W |
HPP | The Number of Failures in the Precipitation Series | The Number of Failures in the Reservoir Level Series |
---|---|---|
Marimbondo | 530 | 2 |
Marechal Mascarenhas de Moraes | 8 | 0 |
Porto Colômbia | 13 | 3 |
Furnas | 21 | 2 |
Luiz Carlos Barreto de Carvalho | 30 | 3 |
HHP | Use | Mean (m3 s−1) | Coefficient of Variation (%) | Minimum (m3 s−1) | Maximum (m3 s−1) |
---|---|---|---|---|---|
Furnas | Urban human | 4.39 | 10.82 | 3.44 | 5.08 |
Animal | 2.14 | 5.75 | 1.97 | 2.36 | |
Irrigation | 4.75 | 82.87 | 0.00 | 18.73 | |
Total consumptive | 13.15 | 31.48 | 7.28 | 27.92 | |
Luiz Carlos Barreto de Carvalho | Urban human | 5.10 | 10.73 | 4.00 | 5.88 |
Animal | 2.58 | 5.97 | 2.38 | 2.86 | |
Irrigation | 5.39 | 84.23 | 0.00 | 21.89 | |
Total consumptive | 15.37 | 31.30 | 8.53 | 32.72 | |
Marechal Mascarenhas de Moraes | Urban human | 4.95 | 10.71 | 3.88 | 5.71 |
Animal | 2.52 | 6.11 | 2.32 | 2.80 | |
Irrigation | 5.29 | 84.18 | 0.00 | 21.47 | |
Total consumptive | 14.96 | 31.50 | 8.32 | 31.97 | |
Marimbondo | Urban human | 18.73 | 11.59 | 14.65 | 22.12 |
Industry | 13.30 | 37.90 | 4.55 | 18.88 | |
Irrigation | 20.87 | 83.93 | 0.00 | 61.94 | |
Total consumptive | 63.62 | 31.84 | 30.95 | 109.00 | |
Porto Colômbia | Urban human | 7.63 | 10.96 | 5.93 | 8.86 |
Industry | 4.87 | 41.71 | 1.39 | 7.02 | |
Irrigation | 8.86 | 83.42 | 0.00 | 30.60 | |
Total consumptive | 25.34 | 34.17 | 11.81 | 50.01 |
HHP | Mean (m/Month) | Coefficient of Variation (%) | Minimum (m/Month) | Maximum (m/Month) |
---|---|---|---|---|
Furnas | 762.07 | 0.60 | 752.37 | 767.90 |
Luiz Carlos Barreto de Carvalho | 620.32 | 0.08 | 618.81 | 621.45 |
Marechal Mascarenhas de Moraes | 663.25 | 0.43 | 655.21 | 665.99 |
Marimbondo | 439.07 | 1.14 | 428.09 | 445.45 |
Porto Colômbia | 466.36 | 0.05 | 465.80 | 467.00 |
HHP | Mean (mm/Month) | Coefficient of Variation (%) | Minimum (mm/Month) | Maximum (mm/Month) |
---|---|---|---|---|
Furnas | 110.06 | 95.35 | 0.00 | 545.30 |
Luiz Carlos Barreto de Carvalho | 123.35 | 96.03 | 0.00 | 588.20 |
Marechal Mascarenhas de Moraes | 131.68 | 93.14 | 0.00 | 654.10 |
Marimbondo | 113.45 | 96.83 | 0.00 | 512.50 |
Porto Colômbia | 119.26 | 99.71 | 0.00 | 643.90 |
HHP | Data | S | Z | p (No Trend) | Trend |
---|---|---|---|---|---|
Furnas (accumulation) | Precipitation | −1381 | 0.69 | 0.49 | No trend |
Reservoir level | −12,547 | 6.26 | 3.74 × 10−10 | Decreasing | |
Urban human use | 53,674 | 26.80 | 0.00 | Increasing | |
Animal watering use | 20,865 | 10.42 | 0.00 | Increasing | |
Irrigation use | 8166 | 4.08 | 4.56 × 10−5 | Increasing | |
Total consumptive use | 14,965 | 7.47 | 0.00 | Increasing | |
Luiz Carlos Barreto de Carvalho (run-of-river) | Precipitation | −1302 | 0.65 | 0.52 | No trend |
Reservoir level | 13,252 | 6.62 | 0.00 | Increasing | |
Urban human use | 53,662 | 26.79 | 0.00 | Increasing | |
Animal use | 17,981 | 8.98 | 0.00 | Increasing | |
Irrigation use | 9504 | 4.75 | 2.09 × 10−6 | Increasing | |
Total consumptive use | 16,461 | 8.22 | 0.00 | Increasing | |
Marimbondo (accumulation) | Precipitation | 221 | 0.11 | 0.91 | No trend |
Reservoir level | −6902 | 3.45 | 5.69 × 10−4 | Decreasing | |
Urban human use | 54,285 | 27.11 | 0.00 | Increasing | |
Industry use | 41,685 | 20.81 | 0.00 | Increasing | |
Irrigation use | 9375 | 4.68 | 2.86 × 10−6 | Increasing | |
Total consumptive use | 21,317 | 10.64 | 0.00 | Increasing | |
Marechal Mascarenhas de Moraes (accumulation) | Precipitation | −867 | 0.43 | 0.67 | No trend |
Reservoir level | −24,343 | 12.16 | 0.00 | Decreasing | |
Urban human use | 53,700 | 26.80 | 0.00 | Increasing | |
Industry use | 19,047 | 9.51 | 0.00 | Increasing | |
Irrigation use | 9416 | 4.70 | 2.59 × 10−6 | Increasing | |
Total consumptive use | 16,231 | 8.10 | 0.00 | Increasing | |
Porto Colômbia (run-of-river) | Precipitation | −1305 | 0.65 | 0.51 | No trend |
Reservoir level | 9559 | 4.77 | 1.81 × 10−6 | Increasing | |
Urban human use | 53,799 | 26.86 | 0.00 | Increasing | |
Industry use | 47,644 | 23.79 | 0.00 | Increasing | |
Irrigation use | 12,225 | 6.10 | 1.04 × 10−9 | Increasing | |
Total consumptive use | 23,766 | 11.87 | 0.00 | Increasing |
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da Luz, M.P.; Lins da Silva, J.; Higuera-Castro, E.L.; Ribeiro, L.F. Water Availability Assessment from Power Generation Reservoirs in the Rio Grande Operated by Furnas, Brazil. Energies 2022, 15, 8950. https://doi.org/10.3390/en15238950
da Luz MP, Lins da Silva J, Higuera-Castro EL, Ribeiro LF. Water Availability Assessment from Power Generation Reservoirs in the Rio Grande Operated by Furnas, Brazil. Energies. 2022; 15(23):8950. https://doi.org/10.3390/en15238950
Chicago/Turabian Styleda Luz, Marta Pereira, Jefferson Lins da Silva, Edna Lizeth Higuera-Castro, and Luciano Ferreira Ribeiro. 2022. "Water Availability Assessment from Power Generation Reservoirs in the Rio Grande Operated by Furnas, Brazil" Energies 15, no. 23: 8950. https://doi.org/10.3390/en15238950
APA Styleda Luz, M. P., Lins da Silva, J., Higuera-Castro, E. L., & Ribeiro, L. F. (2022). Water Availability Assessment from Power Generation Reservoirs in the Rio Grande Operated by Furnas, Brazil. Energies, 15(23), 8950. https://doi.org/10.3390/en15238950