An advanced complementary scheme of floating photovoltaic and hydropower generation flourishing water-food-energy nexus synergies. (1st October 2020)
- Record Type:
- Journal Article
- Title:
- An advanced complementary scheme of floating photovoltaic and hydropower generation flourishing water-food-energy nexus synergies. (1st October 2020)
- Main Title:
- An advanced complementary scheme of floating photovoltaic and hydropower generation flourishing water-food-energy nexus synergies
- Authors:
- Zhou, Yanlai
Chang, Fi-John
Chang, Li-Chiu
Lee, Wei-De
Huang, Angela
Xu, Chong-Yu
Guo, Shenglian - Abstract:
- Highlights: Propose a multi-objective method to raise mutual benefits of water-food-energy nexus. Floating photovoltaic deployment on ponds drives up renewable energy output. Hybrid hydro-floating photovoltaic power generation raises energy efficiency. Energy-driven solutions improve water-food-energy nexus management. Abstract: Hybrid hydropower and floating photovoltaic power generation has far-reaching effects on the intertwined water, food and energy (WFE) nexus, but the complementary operation is fundamentally challenging especially under high uncertainties of hydro-meteorological conditions. This study proposed an artificial intelligence-based WFE system-overarching solution driven by hybrid hydro-floating photovoltaic power generation for promoting nexus synergies. A multi-objective optimization model grounded upon the Grasshopper Optimization Algorithm was developed to simultaneously maximize hydro-floating photovoltaic power output, the ratio of water storage to reservoir capacity, and the ratio of water supply to water demand. The Shihmen Reservoir watershed and its WFE system in northern Taiwan constituted the case study. The results demonstrated that the proposed optimization model could significantly improve synergistic benefits of the WFE nexus by reaching 13%, 13.3% and 15.1% in water storage, food production and hydro-floating photovoltaic power output, respectively. The optimal tilt angles of floating photovoltaic installation would vary between −11.9°Highlights: Propose a multi-objective method to raise mutual benefits of water-food-energy nexus. Floating photovoltaic deployment on ponds drives up renewable energy output. Hybrid hydro-floating photovoltaic power generation raises energy efficiency. Energy-driven solutions improve water-food-energy nexus management. Abstract: Hybrid hydropower and floating photovoltaic power generation has far-reaching effects on the intertwined water, food and energy (WFE) nexus, but the complementary operation is fundamentally challenging especially under high uncertainties of hydro-meteorological conditions. This study proposed an artificial intelligence-based WFE system-overarching solution driven by hybrid hydro-floating photovoltaic power generation for promoting nexus synergies. A multi-objective optimization model grounded upon the Grasshopper Optimization Algorithm was developed to simultaneously maximize hydro-floating photovoltaic power output, the ratio of water storage to reservoir capacity, and the ratio of water supply to water demand. The Shihmen Reservoir watershed and its WFE system in northern Taiwan constituted the case study. The results demonstrated that the proposed optimization model could significantly improve synergistic benefits of the WFE nexus by reaching 13%, 13.3% and 15.1% in water storage, food production and hydro-floating photovoltaic power output, respectively. The optimal tilt angles of floating photovoltaic installation would vary between −11.9° (Summer) and 44.3° (Winter). This study opens up new perspectives on green energy production expansion while stimulating WFE nexus synergies in support of policy-makers with feasible schemes on floating photovoltaic deployment in the interest of social sustainability. In consequence, new niches are exploited for floating photovoltaic deployment and give rise to impact mitigation concerning hydro-meteorological uncertainties on WFE nexus management. … (more)
- Is Part Of:
- Applied energy. Volume 275(2020)
- Journal:
- Applied energy
- Issue:
- Volume 275(2020)
- Issue Display:
- Volume 275, Issue 2020 (2020)
- Year:
- 2020
- Volume:
- 275
- Issue:
- 2020
- Issue Sort Value:
- 2020-0275-2020-0000
- Page Start:
- Page End:
- Publication Date:
- 2020-10-01
- Subjects:
- Floating photovoltaic -- Hydropower generation -- Water allocation -- Multi-objective grasshopper optimization algorithm -- Taiwan
Power (Mechanics) -- Periodicals
Energy conservation -- Periodicals
Energy conversion -- Periodicals
621.042 - Journal URLs:
- http://www.sciencedirect.com/science/journal/03062619 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.apenergy.2020.115389 ↗
- Languages:
- English
- ISSNs:
- 0306-2619
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 1572.300000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 13917.xml