Submitted:
28 May 2025
Posted:
29 May 2025
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Life Cycle Assessment (LCA)
- Inventory Assembly: The detailed data on the equipment involved in the hybrid system was incorporated into the inventory [16].
- Impact Calculation: Using SimaPro, the environmental, social, and economic impacts of the system were quantified for each life cycle phase [17].
- Impact Interpretation: The calculated impacts (e.g., carbon footprint, resource use, social effects) were used to inform decisions regarding the design, operation, and potential improvement of the hybrid plant [18].
- Social Impacts: The potential social consequences of sourcing materials, labour conditions, and community effects [19].
2.1.1. System Description
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General Site Conditions
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- Geographic location: GPS coordinates, accessibility, topography, and land conditions.
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- Existing infrastructure: Current power systems, buildings suitable for equipment installation.
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- Legal and environmental constraints: Protected areas, aviation regulations, environmental impacts (e.g., wildlife concerns).
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Socioeconomic Analysis
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- Demographics: Number of households, age and gender distribution.
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- Economic activities: Main sources of income (e.g., fishing, forestry, community services).
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- Community organization: Involvement of local institutions and stakeholders.
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- Needs and motivations: For example, the demand for 24-hour electricity supply (vs. current 12-hour service).
- 3
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Energy Consumption Analysis
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- Building typology: Type and number of residential and service buildings.
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- Energy usage patterns: Electrical appliances, typical loads, hours of operation.
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- Growth projections: Expected increase in energy demand over time.
- 4
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Available Renewable Resources
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- Solar: Evaluated using databases such as Meteonorm and SolarGIS.
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- Wind: Assessed using NASA data and the Global Wind Atlas.
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- Biomass: Availability and type (e.g., yarúa, soplillo, ocuje), carbon content, calorific value, and logistics for collection and supply.
- 5
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Technical and Installation Conditions
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- Land evaluation: Suitability of the terrain, accessibility for equipment delivery and installation.
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- Grid integration options: Cable routing possibilities (overhead or underground), connection points.
- 6
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Load characterization
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- The population of Guasasa is made up of a total of 214 people, distributed among 85 dwellings, a health care, a pharmacy, a school, and some other collective use dependencies.
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Solar ResourceThe assessment of solar potential was conducted using several well-established databases, including Meteonorm, NASA’s Surface Meteorology and Solar Energy database, and the Global Solar Atlas powered by SolarGIS. These sources provide reliable data on solar irradiance and other relevant parameters for the selected location.
- 2.
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Wind ResourceTwo main data sources were used for wind characterization: NASA’s meteorological database and the Global Wind Atlas. The Global Wind Atlas offers a variety of data, including wind roses, average wind speeds, and energy density at altitudes of 50, 100, and 200 meters, along with GIS layers compatible with ArcGIS. However, since hourly average values are not provided, NASA’s database was used for time-resolved wind data.
- 3.
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Biomass ResourceThe biomass resource assessment is based on several key parameters:
- ·
- Available Biomass (tons/day): Biomass is assumed to be used as feedstock for a gasifier to generate syngas, which is then converted into electricity by generators. In Guasasa, the primary biomass sources include yarúa, soplillo, and ocuje. The available biomass is considered to exceed the plant’s needs by a significant margin. The required biomass to meet the estimated electricity demand is calculated using the following formula: Biomass (kg/h) = Gas Consumption (kg/h)/Gasification Ratio (kg/kg)
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- Average Price: Estimated at 120 CUP/ton, equivalent to 5 USD/ton (using an exchange rate of 1 USD = 24 CUP).
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- Carbon Content (%): Based on laboratory analyses, the average carbon content of the biomass is estimated at 48%, and this value is used consistently across calculations.
2.1.1.2. System Components
- 1.
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Current Diesel Generator: The diesel generator will maintain the current generation level, providing a fixed amount of power (80 kW).For this analysis, was assumed it operates at a constant output
- 2.
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Photovoltaic (PV) Plant
- Capacity: 40 kW
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Power Distribution:
- °
- 50% directly to the microgrid: 40 kW * 50% = 20 kW delivered to the grid.
- °
- 50% to storage: 40 kW * 50% = 20 kW directed to storage for later use.
- 2.
- Storage: The storage system needs to be sized to accommodate this 20 kW input, depending on the expected charging time and the capacity required to meet demand during times of low solar generation (nighttime or cloudy weather). For example, if you need 8 hours of storage, the required storage capacity would be 20 kW * 8 hours = 160 kWh.
- 3
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Biomass Gasification Plant
- Capacity: 10 kW
- Operating Time: 8 hours a day (since it's a demonstration plant).
- Daily Generation: 10 kW * 8 hours = 80 kWh/day.
- The biomass plant will contribute 10 kW for the 8 hours it is in operation. If the system requires continuous power, the biomass plant will provide a portion of that during its operational hours, and the other power needs will need to be fulfilled by other generation sources like the diesel generator, PV, or storage.
- 4
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Wind Turbine
- Capacity: 3 kW
- Voltage Output: 220 V AC, three-phase alternator with permanent neodymium magnets.
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This turbine will generate 3 kW of power when operating at peak conditions. However, it’s important to account for variable wind conditions, so the actual output could be lower. In areas with intermittent wind, the turbine might not produce its full rated power all the time.The system supplies 545 kWh/day, exceeding the estimated demand (437 kWh/day) by 25% [21].
- 5.
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Sizing Considerations:
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Total Generation Capacity:
- °
- Diesel Generator: Unspecified but assumed to be part of the system’s base load.
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- Photovoltaic Plant: 20 kW to the grid.
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- Biomass Gasification Plant: 10 kW for 8 hours.
- °
- Wind Turbine: 3 kW when operating.
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- Storage: As previously mentioned, if 20 kW from the PV system is stored and you want to store it for 8 hours, you would need 160 kWh of storage. You’ll also want to factor in the wind turbine’s contribution to the storage system, especially if wind generation is intermittent.
- Distribution and Load Management: The storage will likely need to be managed to balance the load during times when generation exceeds demand or when demand exceeds generation. A combination of energy management systems (EMS) and possibly power converters (like inverters for DC to AC) will be required to integrate the diverse generation sources and storage into the microgrid effectively.
2.1.2. Inventory Analysis
2.1.3. Environmental Impact Assessment
- ·
- Environmental Footprint
- ·
- Climate Change (Global Warming Potential, GWP):
- · Cumulative Energy Demand (CED)
2.2. Socioeconomic Analysis
3. Results
3.1. Environmental Impact Assessment
- Environmental Footprint. This indicator measures the impact an individual, organisation, or activity has on the environment, specifically how much natural resources they consume and how much waste they produce. The distribution obtained by components could be see in Figure 5.

- Climate Change (Global Warming Potential, GWP): The goal was to assess how the system's generation sources (e.g., diesel, PV, biomass, wind) contribute to climate change, particularly in terms of their carbon footprint. Figure 6 shows the climate change impact of the system in gCO2eq/kWh.


- Increasing the share of renewable energy.
- Improving system efficiency.
- Reducing indirect emissions from energy storage or backup sources.
- Cumulative Energy Demand (CED): The results were quantified based on the specific operations of each component in the hybrid plant, such as the diesel generator, PV system, biomass plant, wind turbine, and storage (Figure 8).


3.2. Socioeconomic Impact

4. Discussion and conclusion
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| CIEMAT | Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (Spain) |
| HRES | Hybrid Renewable Energy Systems |
| LCA | Life Cycle Assessment |
| SDG | Sustainable Development Goal |
| RES | Renewable Energy Sources |
| MEMS | Municipal Eneregy Management System |
| SEN | Electrical National System (Cuba) |
| MDS | Municipal Development Strategies |
| MG | MicroGrids |
| MHES | Hybrid Microgrids |
| SHDB | Social Hotspot Data Base |
| GPS | Global Position System |
| NASA | National Aeronautics and Space Administration (USA) |
| GIS | Geographic Information System |
| CUP | Cuban Peso |
| PV | Photovoltaic |
| EMS | Energy Management System |
| AC-DC | Alternating Current/Direct Current |
| PERC | Passivated Emitter and Rear Contact solar technology |
| GWP | Global Warming Potential |
| CED | Cumulative Energy Demand |
| MRIO | Multiregional input-output method |
| HIBRI2 | Integrated control system for energy supply through hybrid systems in isolated communities in Cuba. Phase II |
| FTE | Full time equivalent (jobs) |
| CUBAENERGIA | Cuban Center for Information Management and Energy Development |
| CUBASOLAR | Cuban Society for the Promotion of Renewable Energy Sources and Respect for the Environment |
| 1 | GOC-2019-EX63. |
| 2 |
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| Item | Description | Count |
| 1 | FV Sunrise SR-M660L - 320 W Mono PERC Module | 70 |
| 2 | 1-family floor-standing structure, 60 cell modules, Aluminium, Sunfer Energy Structures, SS915-5P | 14 |
| 3 | Junction kit | 13 |
| 4 | SmartSolar MPPT 450/100 controller | 2 |
| 5 | SMA Sunny Boy SB5.0 PV Inverter | 2 |
| 6 | Transformer | 1 |
| 7 | Wind Turbine Bornay Wind 25.3 + | 1 |
| 8 | MPPT regulator Wind 25.3 + | 1 |
| 9 | Four-legged self-supporting tower | 1 |
| 10 | Battery Pylontech US3000C 48V 3500 Ah | 14 |
| 11 | Rack 19' - 7 elements | 1 |
| 12 | Quattro 48/10000/140-100/100 120V 60 Hz | 3 |
| 13 | Cerbo GX | 1 |
| 14 | GX Touch 50 display | 1 |
| 15 | Current sensor/intensity monitoring Gasifier/Wind turbine | 4 |
| 16 | Weather station (2x radiation, 2 x temperature, 1 x anemometer, 1 x direction) | 1 |
| 17 | RJ 45 cable - 5 mts. | 10 |
| 18 | Cable type VE. Can Type A Pylontech/Cerbo 5 mts. | 1 |
| Region | Value added (USD) | Jobs (FTE) | Production(USD) | |
| In the value chain | Cuba | 2132,5 | 0,1 | 2564,3 |
| Venezuela | 167789,1 | 3,6 | 399638,4 | |
| China | 88373,2 | 3,6 | 238257,5 | |
| India | 47892,4 | 5,8 | 102039,8 | |
| Germany | 19336,7 | 0,2 | 52880,2 | |
| Spain | 10740,9 | 0,1 | 25156,0 | |
| Rest of the world | 0,0 | 1,3 | 164573,8 | |
| In plant | Cuba | 55043,4 | 25,6 | 55043,4 |
| TOTAL | 391308,1 | 40,3 | 1040153,3 |
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© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).