THE ENVIRONMENTAL BENEFITS OF SOLAR ENERGY YOU NEED TO KNOW

solar energy

As the world increasingly grapples with the pressing challenges of climate change and the urgent need for sustainable solutions, solar energy has emerged as a beacon of hope. Harnessing the power of the sun, this renewable energy source offers a multitude of environmental benefits that can significantly reduce our carbon footprint and promote a healthier planet.

Solar energy is derived from sunlight, which is converted into electricity or heat through various technologies, such as photovoltaic panels and solar thermal systems. Unlike fossil fuels, which release harmful greenhouse gases when burned, solar energy is clean and inexhaustible. The sun provides an abundant supply of energy—enough to power the entire planet many times over. By tapping into this vast resource, we can transition away from conventional energy sources that contribute to pollution and environmental degradation.

Moreover, solar energy plays a critical role in reducing reliance on non-renewable resources, which are not only finite but also contribute to habitat destruction and biodiversity loss during extraction and processing. By investing in solar technology, we not only facilitate the shift towards a sustainable energy landscape but also promote energy independence, creating a more resilient infrastructure for future generations.

As we delve deeper into the essential environmental benefits of solar energy, we’ll explore how this transformative power source can mitigate climate change, enhance air quality, and conserve precious water resources. Join us on this enlightening journey to understand how solar energy not only brightens our homes but also paves the way for a sustainable future.

UNDERSTANDING THE BASICS OF SOLAR ENERGY

Understanding the basics of solar energy is crucial for anyone interested in harnessing its potential. At its core, solar energy is derived from the sunlight that reaches our planet, which can be converted into electricity or heat through various technologies. The two primary methods of harnessing solar energy are photovoltaic (PV) systems and solar thermal systems.

Photovoltaic systems utilize solar panels composed of many individual solar cells made from semiconductor materials, such as silicon. When sunlight strikes these cells, it excites electrons, creating an electric current that can be used to power homes, businesses, and even feed energy back into the grid. This process not only generates clean energy but also reduces reliance on fossil fuels, leading to a significant decrease in greenhouse gas emissions.

On the other hand, solar thermal systems capture sunlight to generate heat, which can be used directly for heating water or air, or even for generating electricity through steam turbines. These systems are particularly effective for residential and commercial water heating, providing a sustainable solution for everyday energy needs.

Understanding these basics also involves recognizing the efficiency of solar technologies and their environmental impact. The efficiency of solar panels has improved dramatically over the years, with many modern systems able to convert over 20% of sunlight into usable energy. This means that with proper installation and orientation, solar panels can significantly contribute to a building’s energy needs while drastically cutting down on carbon footprints.

Moreover, solar energy is a renewable resource, meaning it won’t run out as long as the sun shines. This aspect is vital in the context of climate change, as transitioning to solar energy can help mitigate some of the most pressing environmental challenges we face today. By grasping the fundamentals of solar energy, individuals and businesses can make informed decisions about adopting this sustainable technology, contributing to a cleaner, greener future for all.

The Environmental Impact of Traditional Energy Sources

The environmental impact of traditional energy sources is profound and far-reaching, casting a long shadow over our planet’s ecosystems. Fossil fuels, such as coal, oil, and natural gas, remain the dominant sources of energy worldwide, but their extraction and combustion come with significant environmental costs.

When fossil fuels are burned, they release greenhouse gases, primarily carbon dioxide (CO2), into the atmosphere. This accumulation of CO2, along with other pollutants like methane and nitrous oxide, is a leading contributor to global warming and climate change, resulting in rising sea levels, extreme weather events, and disruptions to biodiversity. According to the Intergovernmental Panel on Climate Change (IPCC), the urgency to curb these emissions has never been more pressing, as we face the dire consequences of inaction.

In addition to greenhouse gas emissions, traditional energy sources contribute to air and water pollution. The extraction processes—such as mining for coal or drilling for oil—can devastate local habitats and contaminate water supplies with toxic chemicals. Oil spills, for instance, wreak havoc on marine ecosystems, killing wildlife and damaging coastlines. The combustion of fossil fuels also releases harmful pollutants, including sulfur dioxide (SO2) and nitrogen oxides (NOx), which can lead to respiratory diseases, acid rain, and long-term health complications for communities living near power plants.

Moreover, the reliance on non-renewable resources creates a cycle of environmental degradation. As reserves dwindle, companies often resort to more invasive extraction methods, further harming the environment. This relentless pursuit of energy not only threatens the planet’s health but also jeopardizes the well-being of future generations.

In contrast, solar energy presents a clean, sustainable and “go green” alternative that significantly mitigates these environmental impacts. By harnessing the power of the sun, we can reduce our dependence on fossil fuels and pave the way towards a more sustainable future—one where the health of our planet is prioritized, and the negative consequences of traditional energy sources become a relic of the past. Transitioning to solar energy is not just an option; it’s a necessary step in protecting our environment and ensuring a cleaner, healthier world for all.

Benefits of Solar Energy for Air Quality

As we continue to confront the alarming impacts of climate change, the quality of the air we breathe has become a pressing concern. One of the most significant benefits of solar energy lies in its potential to improve air quality, contributing to a healthier environment for both humanity and nature. Unlike fossil fuels, which release harmful pollutants and greenhouse gases into the atmosphere during combustion, solar energy harnesses the sun’s rays without emitting any direct emissions. This clean energy source drastically reduces the amount of sulfur dioxide, nitrogen oxides, and particulate matter that traditionally accompany power generation from coal and natural gas.

The advantage of solar energy is that it is a sustainable alternative to fossil fuels. While fossil fuels have an expiration date that may be fast approaching, the sun is likely to be around for at least a few billion years.

By shifting to solar power, communities can significantly decrease their carbon footprint. This transition not only mitigates the effects of climate change but also plays a vital role in reducing respiratory illnesses and other health issues linked to air pollution. Studies have shown that regions that adopt solar energy can experience improved air quality, leading to fewer hospital visits and a decline in health-related costs associated with pollution. Moreover, the reduction in harmful emissions translates to long-term environmental benefits, fostering biodiversity and ensuring cleaner ecosystems.

In urban areas, where air pollution is often at its highest, solar energy can be particularly transformative. By integrating solar panels into buildings, homes, and public spaces, cities can create cleaner air zones, enhancing the livability of densely populated regions. This not only supports public health but also promotes a sustainable lifestyle, encouraging individuals and businesses to invest in eco-friendly practices.

Ultimately, the benefits of solar energy for air quality extend far beyond immediate health improvements—they are an essential component of a comprehensive strategy to create a sustainable future. As we embrace solar technology, we pave the way for a cleaner, healthier planet, where the air is fresh, and the environment thrives.

solar energy

THE ROLE OF SOLAR ENERGY IN MITIGATING CLIMATE CHANGE

As the world grapples with the escalating impacts of climate change, solar energy emerges as a beacon of hope in the quest for sustainable solutions. By harnessing the power of the sun, we can significantly reduce greenhouse gas emissions, one of the primary culprits behind global warming. Traditional fossil fuels, which have long been the backbone of our energy systems, release vast amounts of carbon dioxide and other harmful pollutants into the atmosphere. In contrast, solar energy generation produces electricity without any direct emissions, making it a crucial player in mitigating climate change.

Transitioning to solar energy not only curbs emissions but also decreases our dependence on finite resources, such as coal and oil, that further strain our planet. Each solar panel installed represents a step towards a more sustainable energy future, harnessing a source that is abundant and renewable. Furthermore, solar energy systems require minimal water for operation, unlike conventional power plants that consume significant amounts for cooling and processing, thereby conserving vital water resources in a world facing increasing droughts and water scarcity.

The scalability of solar energy also plays a pivotal role in combating climate change. From small residential installations to large-scale solar farms, the technology can be adapted to fit diverse environments and energy needs, making it accessible to a wider audience. This flexibility allows communities, businesses, and governments to contribute to a global reduction in carbon footprints, fostering collective action against climate change.

Moreover, investing in solar energy stimulates economic growth through the creation of green jobs in manufacturing of eco friendly products, installation, and maintenance, further bolstering local economies while promoting environmental stewardship. As we shine a light on the essential environmental benefits of solar energy, it becomes increasingly clear that embracing this clean energy source is not just an option but a necessity in our collective fight against climate change. By choosing solar, we are not only investing in our energy future but also safeguarding the planet for generations to come.

How Solar Energy Reduces Carbon Footprint

Solar energy plays a pivotal role in reducing our carbon footprint, offering a clean and renewable alternative to fossil fuels. When we shift our reliance from traditional energy sources—like coal, oil, and natural gas—to solar power, we significantly decrease our greenhouse gas emissions. This transition is crucial, as burning fossil fuels releases large amounts of carbon dioxide (CO2) and other harmful pollutants into the atmosphere, contributing to global warming and deteriorating air quality.

By harnessing the sun’s energy through solar panels, we tap into an abundant and inexhaustible resource that generates electricity without emitting carbon. In fact, the U.S. Environmental Protection Agency estimates that the average residential solar system can offset around 100 tons of CO2 over its lifetime. This reduction is equivalent to planting hundreds of trees or taking multiple cars off the road. A number of organizations and researchers have conducted PV energy payback analysis and concluded that a PV system can produce energy equivalent to the energy used for its manufacture within 1 to 4 years. Most PV systems have operating lives of up to 30 years or more.

Moreover, solar energy systems produce minimal emissions during their operational lifespan. Unlike conventional power plants, which require substantial fuel combustion, solar panels convert sunlight directly into energy, resulting in little to no air pollutants. This not only benefits the environment but also contributes to improved public health by reducing respiratory issues and other health problems associated with air pollution.

Investing in solar energy not only helps individuals and businesses lower their utility bills but also plays a vital role in combating climate change. As more people and organizations adopt solar technology, we collectively move toward a greener, more sustainable future. Embracing solar energy is not just an eco-friendly choice; it is a powerful step toward reducing our carbon footprint and fostering a healthier planet for generations to come.

Water Conservation through Solar Energy Use

When we think of solar energy, our minds often drift to its role in reducing carbon emissions and generating clean electricity. However, one of its often-overlooked benefits is its significant impact on water conservation. Traditional energy production, particularly from fossil fuels, is notoriously water-intensive. From cooling power plants to extracting and refining oil, the energy sector consumes vast amounts of water, leading to depletion of this vital resource.

In stark contrast, solar energy systems require minimal water to operate. Once installed, photovoltaic (PV) panels generate electricity without needing any water at all, aside from the occasional cleaning. This stands in sharp relief to conventional power generation methods, which can use up to 600 gallons of water per megawatt-hour produced. By harnessing the sun’s power, we can dramatically reduce the strain on our freshwater supplies, preserving this precious resource for drinking, agriculture, and other essential needs.

Moreover, the adoption of solar energy helps mitigate the adverse effects of droughts and water scarcity, which are becoming increasingly prevalent due to climate change. As communities shift towards solar, they not only lower their carbon footprint but also contribute to a more sustainable and resilient water future. This dual benefit makes solar energy not just an environmentally friendly choice, but a necessary one for ensuring the health of our ecosystems and the availability of water for generations to come. Embracing solar energy signifies a commitment to both cleaner air and cleaner water, creating a holistic approach to sustainability that benefits both people and the planet.

Biodiversity Preservation with Solar Technology

Solar energy not only harnesses the power of the sun to generate electricity but also plays a crucial role in preserving biodiversity. As we continue to face the alarming consequences of climate change, the shift towards renewable energy sources like solar is more important than ever for the health of our planet’s ecosystems.

By reducing our reliance on fossil fuels, solar technology helps mitigate air and water pollution, which is detrimental to wildlife and their habitats. Traditional energy sources often lead to habitat destruction, oil spills, and emissions that can harm delicate ecosystems. In contrast, solar installations can be strategically placed on rooftops, brownfields, or other non-invasive areas, minimizing the impact on natural landscapes.

Moreover, solar energy systems can be designed to coexist harmoniously with local flora and fauna. For instance, solar farms can incorporate pollinator-friendly plants and be sited in a way that promotes wildlife corridors, allowing animals to navigate their habitats without obstruction. This innovative approach not only generates clean energy but also contributes to the restoration and enhancement of local biodiversity.

In addition, the shift toward solar energy can help protect endangered species from the threats posed by climate change. Solar power reduces greenhouse gas emissions, which are a leading cause of habitat loss and species extinction. By transitioning to a solar-powered future, we are taking significant steps to safeguard our planet’s diverse ecosystems and ensure that future generations inherit a world rich in wildlife.

In summary, the environmental benefits of solar technology go beyond energy production; they extend to the preservation of biodiversity. By supporting solar energy initiatives, we can create a sustainable future that honors and protects the intricate web of life that sustains us all.

Economic Benefits of Transitioning to Solar Energy

Transitioning to solar energy is not just an environmental imperative; it also offers a plethora of economic benefits that can significantly impact both individual households and the broader community. As the sun shines down on rooftops and solar farms, it illuminates a pathway to a more sustainable and financially sound future. Taxpayers can claim a 30% tax credit on the cost of solar systems on their income taxes. But be sure to install before January 1, 2033, when the tax credit is set to decrease to 26%.

One of the most immediate economic advantages of adopting solar energy is the potential for substantial savings on electricity bills. By harnessing the sun’s power, homeowners can reduce their reliance on traditional fossil fuels and, in many cases, eliminate their electricity costs altogether. This shift not only frees up household budgets for other essential expenses but also provides a safeguard against rising energy prices, which can fluctuate dramatically in response to market conditions.

On a larger scale, the proliferation of solar energy creates jobs and stimulates local economies. The solar industry has become a significant source of employment, with roles ranging from manufacturing and installation to sales and maintenance. As more individuals and businesses invest in solar technology, the demand for skilled labor continues to grow, fostering economic resilience in communities across the globe.

Moreover, transitioning to solar energy can enhance property values. Homes equipped with solar panels are often viewed as more appealing to prospective buyers, leading to higher resale prices. This trend not only benefits homeowners but also contributes to a healthier real estate market overall.

Finally, governments and municipalities frequently offer incentives, such as tax credits and rebates, to encourage the adoption of solar energy. These financial incentives can offset the initial investment costs, making solar installations more accessible to a broader range of people. As more individuals embrace solar energy, the cumulative effect can lead to lower taxes and increased funding for community services, as less reliance on fossil fuels translates into reduced healthcare costs and environmental remediation expenses.

In sum, the economic benefits of transitioning to solar energy extend far beyond the immediate savings on electricity bills. By investing in this sustainable resource, individuals can contribute to a thriving economy while simultaneously playing a crucial role in protecting the environment for generations to come

solar energy

RELATED STUDIES ABOUT SOLAR ENERGY

As we stand at a critical juncture in our fight against climate change, embracing solar energy emerges not just as a choice, but as a necessity for a sustainable future. With its abundant potential, solar energy offers a powerful solution to reduce our reliance on fossil fuels, decrease greenhouse gas emissions, and ultimately contribute to a healthier planet.

Now is the time for individuals, businesses, and communities to take action. By transitioning to solar energy, you can significantly lower your carbon footprint while also enjoying the financial benefits of reduced energy costs. Imagine harnessing the sun’s power to fuel your home or business, all while playing a vital role in the global movement toward sustainability.

The call to action is clear: support local solar initiatives, advocate for policy changes that promote renewable energy, and consider installing solar panels in your own environment. Whether you’re a homeowner exploring options for energy efficiency or a business seeking to enhance your corporate responsibility, every small step counts.

Together, we can catalyze a shift toward renewable energy that not only leads to cleaner air and healthier ecosystems but also inspires future generations to prioritize sustainability. Let’s embrace solar energy and illuminate the path toward a greener, more sustainable planet for all. The sun is shining—let’s make the most of it!

Solar Energy Implementation In Rural Communities And Its Contributions To Sdgs: A Systematic Literature Review

Purpose of the Study:

  • The study systematically reviews how implementing solar energy in rural communities contributes to achieving Sustainable Development Goals (SDGs).
  • It synthesizes findings from 35 peer-reviewed articles published between 2014 and 2024.

Key Findings:

  • Solar energy provides decentralized, reliable, and affordable energy, crucial for rural areas lacking traditional grid infrastructure.
  • Solar initiatives support multiple SDGs by enabling:
    • Poverty alleviation (SDG 1): Increases income and economic opportunities through solar mini-grids and home systems.
    • Economic growth and job creation (SDG 8): Through installation, maintenance, and local businesses.
    • Healthcare improvement (SDG 3): Powers clinics, improves vaccine refrigeration, and reduces indoor air pollution.
    • Education quality (SDG 4): Powers schools and extends study hours.
    • Gender equality (SDG 5): Reduces women’s burden from energy collection, empowering them economically and socially.
    • Clean water access (SDG 6): Supports solar-powered water pumps and purification.
    • Climate action (SDG 13): Reduces greenhouse gas emissions by replacing fossil fuels.
    • Sustainable cities and communities (SDG 11): Strengthens infrastructure and resilience.

Emerging Trends:

  • Increasing interest in hybrid renewable energy systems (solar combined with biomass, wind, hydro) to ensure energy reliability.
  • Growth of solar mini-grids and solar home systems as scalable rural solutions.
  • Importance of context-specific energy planning (population density, geography, and energy demand).
  • Stronger focus on women’s empowerment and community resilience.

Methodology:

  • Followed the PRISMA systematic review protocol.
  • Inclusion: Peer-reviewed English-language articles (2014–2024) focused on rural solar projects and SDG impacts.
  • Used Cohen’s Kappa (κ = 0.82) to ensure high reviewer agreement.

Future Research Directions Suggested:

  • Advancing solar technologies and hybrid systems.
  • Studying the long-term socio-economic impacts on communities.
  • Exploring environmental impacts and policy frameworks.
  • Addressing financial and technical barriers to adoption.
  • Expanding research on healthcare and energy access connections.

Conclusion: Solar energy is a powerful catalyst for rural development, directly impacting many SDGs. The study highlights its transformative role and provides a roadmap for future research and policy to maximize solar energy’s benefits in rural communities.

Reference: Meita Rumbayan, Jefrey Kindangen, Alwin Sambul, Sherwin Sompie, Jeffrey Cross, Solar energy implementation in rural communities and its contributions to SDGs: A systematic literature review, Unconventional Resources, Volume 6, 2025, 100180, ISSN 2666-5190, https://doi.org/10.1016/j.uncres.2025.100180. (https://www.sciencedirect.com/science/article/pii/S2666519025000469

Review of Global Sustainable Solar Energy Policies: Significance and Impact

Purpose:

  • To analyze solar energy policies worldwide and assess their impact on climate change mitigation and sustainable development.

Key Findings:

  • Solar energy plays a major role in reducing CO₂ emissions, crucial for combating climate change.
  • In 2023, global energy-related CO₂ emissions reached a record 37.4 gigatons, highlighting the urgent need for renewable energy.
  • Every megawatt-hour of solar electricity reduces approximately 0.5 tons of CO₂.

Country Highlights:

  • China leads globally with 570 GW solar capacity (2023), driven by aggressive policies and manufacturing support.
  • USA, Japan, Germany, India, and Australia follow with strong solar growth, each adopting a mix of subsidies, tax incentives, net metering, and R&D investment.
  • India has ambitious goals but faces grid and policy challenges.
  • Brazil, Italy, Spain, and South Korea are growing steadily but face regional issues like financing, land use, and policy instability.

Here’s a simple comparison chart for the top countries: China, USA, India, and Germany based on the study:

CountryInstalled Solar Capacity (2023)Key PoliciesSuccess FactorsChallenges
China570 GW (world leader)Subsidies, feed-in tariffs, domestic manufacturing supportMassive investment, cheap solar panels, smart gridsLand use conflicts, intermittent supply management
USA146 GWInvestment Tax Credit (ITC), state-level incentives, net meteringFalling solar costs, strong private sector, innovationPolicy shifts between administrations, grid upgrades needed
India68 GWNational Solar Mission, solar parks, rural solar programsAmbitious targets, off-grid solutions, international collaborations (ISA)Grid instability, land acquisition issues, financing gaps
Germany74 GWFeed-in tariffs (FiT), Energiewende policy, R&D investmentStable policies, smart grids, high public supportStorage challenges, land limitations for large projects

Quick Notes:

  • China: Biggest player by far 📈
  • USA: Strong private sector + incentives 💵
  • India: Huge potential but needs infrastructure ⚡
  • Germany: Policy stability + smart tech 🇩🇪

Main Challenges Identified:

  • Technological: Solar intermittency, limited energy storage, and grid integration problems.
  • Economic: High upfront costs and limited financing in developing countries.
  • Environmental: Land use conflicts and solar panel recycling issues.
  • Social: Public awareness gaps and resistance from fossil fuel interests.
  • Policy: Inconsistent regulations, complex permitting, and unstable incentives.

Recommendations:

  • Increase government funding for R&D (especially storage technologies and smart grids).
  • Modernize energy grids for better solar integration.
  • Provide economic incentives like tax breaks, rebates, and green bonds.
  • Streamline authorization processes to speed up solar project approvals.
  • Maintain stable, long-term policies to attract investors.
  • Promote international collaboration, especially through initiatives like the International Solar Alliance (ISA).
  • Strengthen public-private partnerships and academia-government cooperation for solar innovation.
  • Invest in recycling infrastructure and land-smart solutions like agrivoltaics (solar + farming).

Environmental Focus:

  • Recycling solar panels is vital to reduce waste.
  • Floating solar farms and agrivoltaics can minimize land use impacts.
  • Strong environmental policies (like EIAs) must accompany solar expansion.

Future Trends:

  • Growth of solar storage technologies (batteries, smart grids).
  • Advances in bifacial panels, perovskite cells, and decentralized solar (community solar, rooftop solar).
  • Integration of AI and blockchain for efficient solar grid management.

Conclusion:

Solar energy has enormous potential to meet global electricity needs sustainably. However, realizing this potential depends on targeted policy interventions, technological innovations, and global cooperation. Each country must tailor solutions to its specific challenges, especially in developing regions where energy poverty and infrastructure gaps persist.

Reference: Teegala Srinivasa Kishore, Potnuru Upendra Kumar, Vidyabharati Ippili, Review of global sustainable solar energy policies: Significance and impact, Innovation and Green Development, Volume 4, Issue 2, 2025, 100224, ISSN 2949-7531, https://doi.org/10.1016/j.igd.2025.100224. (https://www.sciencedirect.com/science/article/pii/S2949753125000219

Harnessing The Sun: Framework For Development And Performance Evaluation Of Ai-Driven Solar Tracker For Optimal Energy Harvesting

This research introduces the Solar Tracking and Analysis Research (S.T.A.R.) framework, an AI-driven system designed to optimize solar panel orientation for enhanced energy harvesting. The study compares traditional open-loop (astronomical algorithm-based) and closed-loop (sensor-based) solar trackers with a novel Multi-Objective Genetic Algorithm Adaptive Neuro-Fuzzy Inference System (MOGA ANFIS) model. 

Key components include:

  1. Methodology:
    • Phase 1: Design of dual-axis solar trackers (mechanical and electrical components).
    • Phase 2: Testing open-loop and closed-loop systems under diverse weather conditions in Rajshahi, Bangladesh.
    • Phase 3: Analysis of seasonal performance (e.g., 27% higher energy generation by closed-loop systems in summer).
    • Phase 4: Integration of MOGA ANFIS to optimize tilt and azimuth angles dynamically using real-time data (solar hour, irradiance, temperature, cloud opacity).
  2. Key Innovations:
    • MOGA ANFIS combines fuzzy logic, neural networks, and genetic algorithms to balance multiple objectives (e.g., energy maximization, angle constraints).
    • The AI system adapts to environmental variability, outperforming traditional systems with R² values of 0.989 (azimuth) and 0.998 (altitude).
  3. Results:
    • The AI-based tracker generates 27% more energy than open-loop and 20% more than closed-loop systems, with a 57% increase over fixed panels.
    • Superior performance in fluctuating conditions (e.g., cloudy days) due to real-time adjustments.
  4. Significance:
    • Addresses inefficiencies in static and reactive solar trackers, offering a scalable solution for residential, industrial, and utility-scale applications.
    • Aligns with Sustainable Development Goals (SDG 7 and 13) by enhancing renewable energy efficiency and reducing reliance on fossil fuels.
  5. Limitations & Future Work:
    • Computational complexity of MOGA ANFIS requires edge/cloud computing for real-time deployment.
    • Sensor reliability (e.g., LDR degradation) necessitates hybrid calibration methods.
    • Future research aims to optimize actuator energy consumption and conduct large-scale field trials.

Conclusion: The AI-driven system demonstrates robust adaptability, precision, and efficiency, setting a benchmark for next-generation solar energy technologies and advancing global renewable energy adoption.

Reference: A M Almas Shahriyar Azad, Khaled Mohammad Shifullah Bhuiya, Sumaiya Rashid Shoshi, Jubayer Rahman Jamal, Sabbir Ahmed Udoy, Sadman Zilani, Abdullah Hawlather, Mehedi Hasan, Tabassum Roaidah Azad, Harnessing the sun: Framework for development and performance evaluation of AI-driven solar tracker for optimal energy harvesting, Energy Conversion and Management: X, Volume 26, 2025, 100990, ISSN 2590-1745, https://doi.org/10.1016/j.ecmx.2025.100990. (https://www.sciencedirect.com/science/article/pii/S2590174525001229

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