Related Topics:
Effect Roof Mounted Solar-
Solar energy instead of roof panels
Top alternatives to rooftop solar panelsCommunity solar If you can't install solar panels anywhere on your property, don't own your home, or you simply don't want solar panels on your roof, community solar is a way to support solar energy without installing anything on your property.
FAQs about Solar energy instead of roof panels
Are solar panels a good alternative to a roof?
This is a good alternative if you don't want your rooftop to turn into an eyesore due to large solar panels. This stuff functions similarly to a solar panel, converting sunlight into electricity. They are, however, only smaller and more beautiful.
How to get solar power without putting panels on your roof?
Still, brilliant technological advancements have made it possible for everyone to access solar power without having to put panels on the roof. This article will take you through some of the innovative ways for getting solar power without putting panels on your roof. 1. The Use of Solar Power Converters/Adapter
Should you install solar panels on your roof?
Some roofs may also not have strategic advantages for solar installation as it is obstructed to the sun by something taller like a roof or building or one only needs solar energy on the go. Still, brilliant technological advancements have made it possible for everyone to access solar power without having to put panels on the roof.
Do you need a bulky rooftop solar installation?
Luckily, you don't have to choose between a bulky rooftop solar installation or nothing at all. Homeowners have several options to make use of the sun's energy, from backyard solar panels to solar pergolas and beyond. Many of the best unique solar panel placement ideas integrate seamlessly into a home's exterior. Ready to dive in?
Are there alternatives to solar panels?
One alternative to solar panels is thin-film laminates. These laminates are applied directly to your roof and work by reflecting sunlight away from your home. This can help keep your home cooler in the summer and reduce energy bills. Another option is to install a reflective film on your windows.
Are solar shingles a good alternative to solar panels?
You may not be aware of solar shingles, but they are an innovative solar panel alternative for your home. This is a good alternative if you don't want your rooftop to turn into an eyesore due to large solar panels. This stuff functions similarly to a solar panel, converting sunlight into electricity.
-
How to make money by installing solar energy on the roof
The most common solar PV installation in UK homes is a 3.5kWp system, capable of generating approximately 3,000kWh of electricity each year in optimal conditions. This amounts to around 75% of a typical household's electricity consumption, meaning that a solar system can make a home largely self-sufficient, dramatically. A large portion of potential solar panel earnings comes from the government's generation tariff, which is part of the Feed-In Tariff (FIT) scheme. Under the generation part of this. On top of the generation tariff, you also receive a fixed rate of 4.5p/kWh for any surplus electricity that you feed back into the National Grid. This rate is subject to change, but if you join the FIT scheme before April 2013 then it. It's important to remember that all the solar PV earnings you make must be offset against the cost of installing and maintaining your solar.
[PDF Version]
FAQs about How to make money by installing solar energy on the roof
How much do solar panels cost?
Solar panels cost around £4,000 – £6,000 to install, but the solar energy system will more than pay for itself over the twenty years plus lifetime. It is also worth remember to factor in rising electricity prices from your current energy supplier when working out any cost savings.
Can solar panels be installed on your roof?
However, the best way to profit from having solar panels installed on your roof is through net metering. Net metering allows utility customers who generate their own solar electricity to feed some of the energy that they do not use back to the grid.
Can solar panels save you money?
Solar panels could help you save £100s a year on your electricity bills. Using the energy you generate can mean big savings for some households. You can get paid to export electricity you generate but don't use through the smart export guarantee (SEG). An average home could earn up to £320/year.
How can people profit from solar energy?
People can also profit from solar energy by having solar panels installed on their own homes or businesses in order to take advantage of net metering to reduce utility bills. Investopedia requires writers to use primary sources to support their work.
Are solar panels a good investment?
Installing solar panels at your home or business premises can reduce your carbon footprint and earn you money. Not only do solar PV systems cut your energy bills, they can also actually bring in profit through the government's incentive schemes. We use smart data so you can compare energy prices in less than a minute.
How do solar panels earn money?
A large portion of potential solar panel earnings comes from the government's generation tariff, which is part of the Feed-In Tariff (FIT) scheme. Under the generation part of this scheme, you receive a fixed rate of income for each kWh of electricity you generate.
-
How to hide solar energy on the roof of a house
Placing trees and other foliage around the property is a simple way to camouflage and distract from solar panels, though you'll need some patience. While this natural approach can effectively block the panels from view, it can take decades for trees to fully mature if you can't afford to buy mature plants or a fast-growing. Pairing a solar installation with a roof upgrade helps the panels blend and can also improve the home's overall appearance. An upgraded roof chosen to accommodate solar panels gives the house a uniform, polished. If you're buying or building a new home or considering a major renovation, plan the house's orientation to make a significant difference in the solar panel's visibility from the street. Thoughtful. Solar technology is constantly evolving, and solar shingles are one of the newest developments. The cutting-edge technology in solar. Sometimes, no matter how many plants you add or gables and overhangs, the main roof of a house isn't the best place for solar panels from the.
[PDF Version]
-
What is the role of solar energy on the roof of a building
The solar roof provides electrical power to the home while protecting the building from rain, sun, wind and snow. It is part of what is known as sustainable architecture.
FAQs about What is the role of solar energy on the roof of a building
Can solar power be installed on roofs and facades?
Fig. 1. New installed capacity of renewable energy technologies globally from 2011 to 2021. Building PV generation systems can be applied on roofs (Kumar et al., 2018) and/or facades (Quesada et al., 2012), and the installed PV generation system can share the grid load.
What is solar photovoltaic roof?
Solar photovoltaic (PV) roofs play a significant role in the utilization of renewable energy in buildings. This cluster, the largest among all, comprises 51 documents and is primarily associated with the keywords renewable energy, building envelope, passive design, tropical developing country, and domestic residential power.
Can solar energy be used for building facades & flat surfaces?
Introduction As a clean and renewable energy source, solar energy has been increasingly utilized with photovoltaic (PV) roofs for building facades and flat surfaces. The high demand for building cooling during hot summers leads to significant energy consumption, which can be reduced using PV roofs .
Can a photovoltaic roof save energy?
These roofs can utilize either building material-integrated photovoltaics or standalone photovoltaic installations to achieve their energy-saving objectives . Since the 1970s, numerous developed countries have pioneered the integration of photovoltaic components onto building rooftops.
Should solar modules be placed on roofs?
Solar modules should be preferably placed on roofs owing to the ample solar irradiance. This study reviews the current state of research on this topic, with a particular focus on the trend of rooftop PV systems. The results of recent researches are presented, and applications of PV technology on building roofing are shown.
Are roofs good for solar energy harvesting?
The unique properties of roofs, such as good sunlight incidence, good ventilation conditions, no redundant shielding, and flexible tilt angle for PV panels, are advantageous for solar energy harvesting. Accordingly, roofs present the highest efficiency potential for PV generation systems in buildings (Lin et al., 2014).
-
Solar Onsite Energy Solar Panels Not Charging
Solutions involve inspecting and repairing panels and batteries, ensuring the correct system setup, and making sure your panel is placed for maximum sunlight.
FAQs about Solar Onsite Energy Solar Panels Not Charging
Why are my solar panels not charging?
Your solar panels may usually fail to charge batteries due to issues like faulty panels, incompatible or damaged batteries, incorrect setup, or bad sunlight exposure. Solutions involve inspecting and repairing panels and batteries, ensuring the correct system setup, and making sure your panel is placed for maximum sunlight.
How do you fix a solar panel not charging a battery?
Repairing and resolving issues in a solar panel system requires a methodical approach. Here's a guide on how to fix it when a solar panel isn't charging the battery properly: Diagnosing the Problem: Begin by using a multimeter to check the voltage of your solar panel and battery.
How do I know if my solar panel is charging properly?
Check the voltage of the solar panel during peak sunlight to ensure it's receiving sufficient sunlight. Inspect the solar charge regulator to ensure it's effectively regulating the power flow and protecting the battery from overcharging. Ensure correct connections and no voltage mismatch that could hinder charging.
How does a solar battery charging system work?
A solar battery charging system consists of 3 main components, which are the solar panels, battery, and charge controller. The solar panels capture sunlight and convert it into DC electricity. That electricity is passed to the charge controller, which regulates it to ensure that the batteries are being charged properly.
Are all batteries suitable for solar charging?
Charge Incompatible Batteries: Not all batteries are suitable for solar charging. I need to ensure the battery type matches the system's specifications. Improper Setup: Incorrect connections or a voltage mismatch can prevent a system from functioning.
Why is my solar panel not generating power?
If a panel isn't generating power, it might be due to broken diodes or internal faults. Replacing damaged panels or repairing minor issues like loose connections can often resolve these problems. To tackle battery issues, begin by measuring the battery voltage with a multimeter.
-
How to repair the roof leakage with solar energy
How to Fix Roof Leaks Under Solar Panels1. Identify the Source of the Leak The first step is to identify the exact location of the roof leak. Inspect and Upgrade Mounting System.
FAQs about How to repair the roof leakage with solar energy
Can you fix a roof leak under solar panels?
When faced with a roof leak under your solar panels, it's important to take immediate action to prevent further damage to your roof and home. Fixing a roof leak under solar panels requires careful attention to safety precautions and following the proper steps to resolve the issue.
Why is a roof leak under solar panels important?
Addressing roof leaks under solar panels is essential for several reasons. First and foremost, a roof leak can cause significant damage to your home if left unattended. Water can seep through the roof and damage the underlying structure, leading to rot, mold growth, and compromised stability.
How do you reinstall solar panels after roof repair?
Once the roof repair is complete, it's time to reinstall the solar panels. Follow these steps: Ensure that the area under the solar panels is clean and free from debris. Reattach the solar panels to their mounting system, aligning them correctly. Reconnect the solar panels to the inverter. 6. Test the System Check for Proper Functionality
Can you repair a roof with solar panels?
Repairing a roof with solar panels requires careful planning, safety measures, and professional assistance when necessary. By following this step-by-step guide, you can ensure that both your roof and solar array remain in top condition, contributing to your home's sustainability and energy efficiency.
Why do solar panels leak?
Older roofs or roofs with existing damage may be more susceptible to leaks under the added weight and penetrations of solar panels. Flashing issues: Flashing is used to create a watertight seal around roof penetrations such as vents, chimneys, or skylights. If the flashing is damaged or improperly installed, it can cause water to seep in.
How do I seal a leak under my solar panels?
Applying sealant is a temporary solution that can help to seal small gaps or cracks in the roof under your solar panels. This can be particularly useful when you have identified the source of the leak and it is accessible. Here are the steps to follow when applying sealant:
-
Wind Solar and Energy Storage ETF
The First Trust NASDAQ Clean Edge Green Energy Index Fund focuses on clean energy companies that trade on major U.S. stock exchanges. It holds companies that manufacture, develop, distribute, and install clean energy technologies, such as solar, wind, battery storage, fuel cells,. The Invesco Solar ETF focuses on companies in the solar energy industry. That includes companies that manufacture panels and electrical components and install solar energy systems. The ETF had more than 40 holdings as of late 2024, led by the following five:. The ALPS Clean Energy ETF seeks to provide investors exposure to a diversified group of U.S. and Canadian companies engaged in. The First Trust NASDAQ Clean Edge Smart Grid Infrastructure Index Fund aims to track the performance of companies in the grid and electric. The Invesco WilderHill Clean Energy ETF concentrates on companies listed on U.S. stock exchangesand engaged in advancing clean energy and conservation. The ETF had about 70 holdings toward the end of 2024, led by the following five companies: 1.
[PDF Version]
FAQs about Wind Solar and Energy Storage ETF
What are solar energy ETFs?
Solar Energy ETFs invest in stocks of companies involved in providing goods and services exclusively to the solar energy industry. See more Click on the tabs below to see more information on Solar Energy ETFs, including historical performance, dividends, holdings, expense ratios, technical indicators, analysts reports and more.
What factors should you consider when investing in a solar/wind ETF?
Key factors to consider include the ETF's specific investment strategy (e.g., broad clean energy vs. pure solar/wind), its expense ratio, historical performance across various timeframes, and its comprehensive sustainability profile (including Morningstar Sustainability Rating, Carbon Risk Score, and fossil fuel involvement).
Should you invest in solar & wind & green energy stocks?
Tap into various solar, wind and green energy stocks with these funds. Despite concerns over supply chains and energy independence, clean energy is crucial for the global economy.
What is the Invesco solar ETF?
The Invesco Solar ETF focuses on companies in the solar energy industry. That includes companies that manufacture panels and electrical components and install solar energy systems. The ETF had more than 40 holdings as of late 2024, led by the following five:
What is fund flow data for solar energy ETFs?
The table below includes fund flow data for all U.S. listed Solar Energy ETFs. Total fund flow is the capital inflow into an ETF minus the capital outflow from the ETF for a particular time period. Fund Flows in millions of U.S. Dollars.
How to invest in green energy using exchange-traded funds?
A look at some of the best ways to invest in green energy using exchange-traded funds. Investing in clean energy ETFs gives investors broad exposure to the sector. The top clean energy ETFs diversify across technologies and geographies, reducing risk.
-
Huawei Beirut Wind and Solar Energy Storage Project
Huawei has played a pivotal role in this sustainable endeavor by constructing the largest photovoltaic-energy storage microgrid station globally, featuring a massive 400MW solar PV system complemented by a 1. 3GWh energy storage system.
FAQs about Huawei Beirut Wind and Solar Energy Storage Project
What is Huawei digital power residential solution 5.0?
Sun Power, President of Residential Smart PV Business, Huawei Digital Power, launched the Residential Solution 5.0. Huawei Digital Power has upgraded its one-fits-all solution that integrates optimizers, PV, ESS, chargers, load, grid, and management system.
Why did Huawei help Yalong hydro build the 1 GW Kela PV project?
In Ganzi, Sichuan, Huawei Digital Power helped Yalong Hydro build the 1 GW Kela PV Project, which is the world's largest and highest-altitude hydro-solar hybrid power plant. The project leverages digital and intelligent technologies to improve quality and efficiency, setting a benchmark for intelligent power plants.
Why should you choose Huawei for power plants?
In terms of operation and maintenance (O&M), Huawei provides full-link diagnosis capabilities to improve the safety and performance ratio (PR) of power plants. Furthermore, Huawei provides intelligent AC and DC safety protection for PV, ensuring personal and asset safety across various scenarios.
What is Huawei digital power?
By widely applying the Smart Renewable Energy Generator and digital technologies, Huawei Digital Power aims to build high-quality, all-digital, and autonomous utility-scale power plants. In terms of operation and maintenance (O&M), Huawei provides full-link diagnosis capabilities to improve the safety and performance ratio (PR) of power plants.
Will Huawei's Residential Solutions be a green future?
By the end of 2023, 3.3 million households around the world chosen Huawei's residential solutions to fulfil their green future. Carbon neutrality not only means technological transformation, but also extensive and profound social transformation.
What is Huawei ESS & how does it work?
Huawei provides a one-fits-all solution that integrates optimizers, PV, ESS, chargers, loads, grid, and management system to help various industries go green and low-carbon by providing system-level active safety and stronger capabilities for green power supply and power grid support. Safety is especially critical in C&I ESS scenarios.
-
Photovoltaic wind and solar energy storage system solution
Clean energy sources like wind and solar have a huge potential to lessen reliance on fossil fuels. Due to the stochastic nature of various energy sources, dependable hybrid systems have recently been d.
FAQs about Photovoltaic wind and solar energy storage system solution
Is energy storage based on hybrid wind and photovoltaic technologies sustainable?
To resolve these shortcomings, this paper proposed a novel Energy Storage System Based on Hybrid Wind and Photovoltaic Technologies techniques developed for sustainable hybrid wind and photovoltaic storage systems. The major contributions of the proposed approach are given as follows.
What is a solar photovoltaic power system?
Solar photovoltaic power systems Solar photovoltaic (PV) power systems are a cornerstone of renewable energy technology, converting sunlight into electrical energy through the PV effect. This process takes place in solar panels comprised of interconnected solar cells, usually made of silicon .
Can energy storage technologies be used for photovoltaic and wind power applications?
Based on the study, it is concluded that different energy storage technologies can be used for photovoltaic and wind power applications.
What are the major contributions of hybrid solar PV & photovoltaic storage system?
The major contributions of the proposed approach are given as follows. Hybrid solar PV and wind frameworks, as well as a battery bank connected to an air conditioner Microgrid, is developed for sustainable hybrid wind and photovoltaic storage system. The heap voltage's recurrence and extent are constrained by the battery converter.
What is a wind-solar hybrid power system?
A new energy storage technology combining gravity, solar, and wind energy storage. The reciprocal nature of wind and sun, the ill-fated pace of electricity supply, and the pace of commitment of wind-solar hybrid power systems.
Can multi-storage systems be used in wind and photovoltaic systems?
The development of multi-storage systems in wind and photovoltaic systems is a crucial area of research that can help overcome the variability and intermittency of renewable energy sources, ensuring a more stable and reliable power supply. The main contributions and novelty of this study can be summarized as follows:
-
How to make solar panels into energy storage system
Storing this surplus energy is essential to getting the most out of any solar panel system, and can result in cost-savings, more efficient energy grids, and decreased fossil fuel emissions. Solar energy storage has a few main benefits: 1. Balancing electric loads. If electricity isn't stored, it has to be used at the. Solar energy storage can be broken into three general categories: battery, thermal, and mechanical. Let's take a quick look at each. There's no silver bullet solution for solar energy storage. Solar energy storage solutions depend on your requirements and available resources. Let's look at some common solar power storage options for commercial. Designing a storage system along with a solar installation used to be labor-intensive and include a fair amount of guesswork. Software like Aurora'sincludes battery storage as part of its.
[PDF Version]
FAQs about How to make solar panels into energy storage system
How is solar energy stored?
Solar energy can be stored primarily in two ways: thermal storage and battery storage. Thermal storage involves capturing and storing the sun's heat, while battery storage involves storing power generated by solar panels in batteries for later use. These methods enable the use of solar energy even when the sun is not shining.
What is a solar energy storage system?
Solar energy storage systems, essentially large rechargeable batteries, allow homeowners to maximize their solar energy use. Sunlight strikes solar panels, generating direct current (DC) power that is either converted to alternating current (AC) for immediate use or directed into a battery for storage.
What is energy storage & how does it work?
Sometimes energy storage is co-located with, or placed next to, a solar energy system, and sometimes the storage system stands alone, but in either configuration, it can help more effectively integrate solar into the energy landscape. What Is Energy Storage?
Can battery storage be used with solar panels?
Usually battery storage is used alongside solar panels, but it can also be used with an energy tariff that offers cheaper electricity at off-peak times. Find out about our free home energy planning service Live more sustainably: get our free monthly Sustainability newsletter to make eco-friendly changes for you, your home and the planet.
What is solar & storage & how does it work?
Solar and storage can also be used for microgrids and smaller-scale applications, like mobile or portable power units. The most common type of energy storage in the power grid is pumped hydropower.
What are the different types of solar energy storage methods?
Solar Energy Storage Methods: Comprehensive Guide for Renewable Energy Enthusiasts - Solar Panel Installation, Mounting, Settings, and Repair. Solar energy can be stored primarily in two ways: thermal storage and battery storage.
-
Roof insulation solution recommended solar panels
The primary way that solar technology can add insulation is by installing in-roof panels. These are not the same as standard photovoltaic solar panels that sit on top of the existing roof. Insulated solar in-roof panels do precisely what their name suggests. They are fitted into the roof, replacing some tiles and lying. Solar thermal technologies are a highly effective way to produce hot water. The technology has been around for a while – longer than more modern solar PV panels – yet it can be far more efficient, capturing more energy and converting it into heat for water more quickly. The. PV technology converts solar power into usable electricity, whereas solar thermal systems provide hot water. Solar thermal panels installed on a roof. Conversely, installing solar thermal panels can also help keep a house cool in the summer. The multiple layers of an in-roof solar thermal system promote airflow between each one. While.
[PDF Version]
FAQs about Roof insulation solution recommended solar panels
Do rooftop solar panels provide insulation?
One of the most common questions is whether a rooftop solar array can help with the roof's insulation. The answer is that rooftop solar panels do provide a degree of insulation. Let's find out why. The diverse climate of Australia ranges from scorching summers to chilly winters.
Which roof material is best for solar panels?
Various roof materials work well with solar arrays; out of them, some are more solar-friendly than others. Composite shingles are considered the best and easiest roof material for solar panel installation.
Are solar panels a good investment?
Solar panels are great – especially when combined with non-combustible insulation, which lowers the building's energy use and helps protect people, property and solar panels from fire. No other energy resource can compare with energy efficiency as a solution to the energy affordability, security of supply and climate change crises.
Do solar panels need insulation?
As mentioned, solar panels generate energy by harnessing sunlight. However, their efficiency can be affected by extreme temperatures. This is where insulation comes into the picture: Temperature regulation: Insulation helps stabilise indoor temperatures, reducing the strain on heating and cooling systems.
Are all roofs suitable for solar panels?
Yes, all roofs are suitable for solar panels as long as they are durable and have enough strength to bear the weight of a solar panel system. Solar panel systems last for 25 years or more, therefore your roof must be strong enough to handle it at least for that time period.
Which roof shape is best for installing solar panels?
Slightly pitched or flat roof shapes are considered best for installing solar panels. Despite the fact that installers find possible ways to install solar panel systems on different types of roof shapes, they prefer flat and pitched roofs. This is because such roof shapes allow most sun exposure to the panels.
-
Sodium-ion battery wind and solar energy storage
A sodium ion battery uses sodium as a charge carrier. The internal structureof sodium ion batteries is similar to lithium ion batteries, which is why they are often pitted against each other. Sodium ion batteries a.
FAQs about Sodium-ion battery wind and solar energy storage
Are sodium-ion batteries a viable energy storage technology?
Sodium-ion batteries (SIBs) have been considered as a potential large-scale energy storage technology (especially for sustainable clean energy like wind, solar, and wave) owing to natural abundance, wide distribution, and low price of sodium resources. However, SIBs face challenges of low specific energy, un
Why are sodium ion batteries important?
Sodium-ion batteries are well-suited for storing renewable energy, helping balance the supply of green energy generated from wind and solar power for homes and businesses. Stable power is essential for smart grids, and sodium-ion batteries can help provide the consistency needed to prevent power outages.
Is there a sodium ion battery for home use?
In 2022, Bluetti announced a sodium ion solar battery for home use that is not yet available for sale, but is worth keeping an eye out for. Considering sodium ion batteries are not yet widespread, existing lithium ion solar batteries on the market are still great options for energy storage at home. What is a sodium ion battery?
Are sodium ion solar batteries still available?
Sodium ion offerings from most manufacturers are still being developed and are not yet widely available today. In 2022, Bluetti announced a sodium ion solar battery for home use that is not yet available for sale, but is worth keeping an eye out for.
Are Na and Na-ion batteries suitable for stationary energy storage?
In light of possible concerns over rising lithium costs in the future, Na and Na-ion batteries have re-emerged as candidates for medium and large-scale stationary energy storage, especially as a result of heightened interest in renewable energy sources that provide intermittent power which needs to be load-levelled.
What is a sodium ion battery?
A sodium ion battery uses sodium as a charge carrier. The internal structure of sodium ion batteries is similar to lithium ion batteries, which is why they are often pitted against each other. Sodium ion batteries are rechargeable just like lithium ion, lead acid, and absorbent glass mat (AGM) batteries. Learn more:
-
Capacity of wind and solar energy storage power station
In this paper, a wind-solar combined power generation system is proposed in order to solve the absorption problem of new energy power generation. Based on the existing installed capacity of local wind power.
FAQs about Capacity of wind and solar energy storage power station
Does a combined power generation system optimize energy storage capacity?
The above research on combined power generation systems only stays in dispatch optimization and configuration of energy storage capacity, and does not optimize the capacity configuration of other power sources in the power generation system, nor does it consider the fluctuation of the power grid caused by load uncertainty.
How can wind energy storage be used in a traditional wind farm?
To sum up, in the face of problems such as large abandoned air volume and uncertain output of traditional wind farms, there are two solutions commonly adopted by researchers. One method is to equip energy storage system on the basis of traditional wind power generation system, and build a combined operation mode of wind storage.
How does wind power affect heat storage system?
According to the fluctuation of wind power, the operation of the heat storage system is adjusted. When the wind power fluctuates greatly, the CSP station can use its heat storage system to convert excess electric energy into heat energy for storage.
Why do we need CSP power stations in wind power generation?
The introduction of CSP power stations in wind power generation means to improve the absorption capacity of wind power generation by means of energy complementarity and balance the output fluctuations of the system.
What is a battery energy storage system (BESS)?
To overcome these challenges, battery energy storage systems (BESS) have become important means to complement wind and solar power generation and enhance the stability of the power system.
Does multi-energy complementary system with solar thermal power station work?
Most of the research on the multi-energy complementary system with solar thermal power station only stays on the configuration and optimization of energy storage capacity, but does not configure other power capacity according to the actual situation. In terms of model solving, many studies have adopted metaheuristics.