Multi-Year Hydro–PV Complementarity at the Belo Monte–Pimental Hydropower Complex

This paper evaluates the multi-year, multi-scale hydro–photovoltaic (PV) complementarity of the Belo Monte–Pimental run-of-river hydropower complex in the Brazilian Amazon and its implications for renewable-resource diversification and electricity planning. Official hourly hydropower-generation records from the Brazilian National System Operator were combined with physically modeled PV generation over 2021–2025, comprising 43,824 synchronized hourly observations. The raw-hourly hydro–PV association was weak (Pearson r=−0.119; Spearman ρ=−0.100), whereas substantially stronger inverse associations were observed for the mean intraday (r=−0.541; ρ=−0.560) and seasonal profiles (r=−0.580; ρ=−0.650). Seasonal correlations remained negative in all five analyzed years, while intraday association varied substantially among years. Capacity-equivalent scenarios from 1.1 to 1000 MWp showed progressively greater portfolio effects. At 1000 MWp, PV generation corresponded to 18.68% of the five-year mean dry-season hydropower energy, reduced the hourly portfolio coefficient of variation by 4.71%, and increased the daytime fifth-percentile generation by 191.2 MW. Under the sample-relative classification adopted for 2021–2025, 2024 was identified as the low-generation year. Its June–November hydropower generation was 1679.3 GWh below the five-year dry-season mean. Under the adopted PV model, this deficit corresponds to a seasonal energy-equivalent capacity of approximately 2327 MWp, while the 1000 MWp scenario would provide energy equivalent to about 43% of the observed deficit. The results characterize persistent seasonal diversification within the 2021–2025 observation window and capacity-dependent portfolio effects rather than hour-by-hour balancing, firm capacity, or coordinated hydro–PV dispatch.

Authors

Institutions

Publication Details

Journal
Energies
Published
2026-09-15
DOI
https://doi.org/10.3390/en19184368
Primary Topic
Water-Energy-Food Nexus Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Multi-Year Hydro–PV Complementarity at the Belo Monte–Pimental Hydropower Complex

Bruno Santana de Albuquerque, Jonathan Muñoz Tabora, Carminda Célia Moura de Moura Carvalho, Vitor Almeida Bernardes et al.
Energies
Water-Energy-Food Nexus Studies
article

Multi-Year Hydro–PV Complementarity at the Belo Monte–Pimental Hydropower Complex

Bruno Santana de Albuquerque, Jonathan Muñoz Tabora, Carminda Célia Moura de Moura Carvalho, Vitor Almeida Bernardes, Maria Emília de Lima Tostes, Ayrton Lucas Lisboa do Nascimento
article en

Abstract

This paper evaluates the multi-year, multi-scale hydro–photovoltaic (PV) complementarity of the Belo Monte–Pimental run-of-river hydropower complex in the Brazilian Amazon and its implications for renewable-resource diversification and electricity planning. Official hourly hydropower-generation records from the Brazilian National System Operator were combined with physically modeled PV generation over 2021–2025, comprising 43,824 synchronized hourly observations. The raw-hourly hydro–PV association was weak (Pearson r=−0.119; Spearman ρ=−0.100), whereas substantially stronger inverse associations were observed for the mean intraday (r=−0.541; ρ=−0.560) and seasonal profiles (r=−0.580; ρ=−0.650). Seasonal correlations remained negative in all five analyzed years, while intraday association varied substantially among years. Capacity-equivalent scenarios from 1.1 to 1000 MWp showed progressively greater portfolio effects. At 1000 MWp, PV generation corresponded to 18.68% of the five-year mean dry-season hydropower energy, reduced the hourly portfolio coefficient of variation by 4.71%, and increased the daytime fifth-percentile generation by 191.2 MW. Under the sample-relative classification adopted for 2021–2025, 2024 was identified as the low-generation year. Its June–November hydropower generation was 1679.3 GWh below the five-year dry-season mean. Under the adopted PV model, this deficit corresponds to a seasonal energy-equivalent capacity of approximately 2327 MWp, while the 1000 MWp scenario would provide energy equivalent to about 43% of the observed deficit. The results characterize persistent seasonal diversification within the 2021–2025 observation window and capacity-dependent portfolio effects rather than hour-by-hour balancing, firm capacity, or coordinated hydro–PV dispatch.

EnergiesVol. 19(18)
Nortel (Canada) (CA), National Autonomous University of Honduras (HN), Universidade Federal do Pará (BR)
Openalex Percentile: Top 20%
Water-Energy-Food Nexus Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.