Cloud-Based Solar Robotics Platform Cleans PV Panels Without Water. Ecoppia solar panel cleaning

Cloud-Based Solar Robotics Platform Cleans PV Panels Without Water

From sustainable agriculture and water resource management to solar photovoltaics, Israeli companies have been at the forefront of developing new means of forging sustainable societies amid harsh and changing conditions. A strong, homegrown clean tech venture capital community is helping innovative young Israeli clean-tech companies make their mark locally and in markets around the world.

A drive on the part of solar PV industry participants to reduce balance-of-system (BoS) and “soft” costs is underway as governments in key markets such as the European Union and U.S. cut back or eliminate renewable energy RD funding, tariffs and other incentives.

Operations and maintenance (OM) makes up a significant portion of running solar PV power generation assets. According to a study conducted by the National Renewable Energy Laboratory (NREL), fixed OM costs for solar PV systems ranging from 1 to 10 megawatts averaged 20 /- 10 per kilowatt-hour of energy in 2013.

Aiming to boost efficiency as well as drive those costs down significantly, Israeli clean tech startup Ecoppia has developed a high-tech means of cleaning and maintaining solar PV panels on a utility scale. Ecoppia’s solution comes in the form of a Cloud-based solar robotics platform that’s not only highly efficient and effective, but also energy-independent and water-free. That’s an important attribute not only in arid and desert regions, but also anywhere in the world where pressures on water resources threaten or may threaten water supplies.

Fully automated, self-sustaining and water-free solar panel cleaning

Accumulating on solar PV panels, dust, grit, snow and other unwanted material can degrade the performance of solar PV systems significantly. Empirical studies indicate that keeping solar panels free of dust, dirt, grit, snow and other obscuring materials can boost PV systems performance anywhere from 3 to 40 percent, Ecoppia CEO Erran Meller said in a 3p interview.

By and large, solar PV systems owners and operators continue to clean solar panels the old-fashioned way: employing large maintenance teams to douse them with soapy water, rinse them, then use squeegees to wipe away what remains. Harnessing the power of Cloud computing, real-time wireless telecommunications and the latest in dry, fully-automated and chemical-free cleaning technology, Ecoppia’s solar robotics solution seems space-age by comparison.

Ecoppia’s fully automated E4 solar panel-cleaning platform has been proven in the field to remove 99 percent of the dust and other obscuring materials accumulated on solar panels each day. That translates into big, year-round gains and the ability to optimize electricity output, Meller told 3p.

Solar robotics, the Cloud and microfiber fabric

Ecoppia’s self-sustaining E4 solar robotics platform is equipped with its own solar PV panels, making it energy-independent. Rather than relying on water, the system relies on three key elements to clean solar panels much more efficiently and effectively than conventional means: gravity (PV panels’ angle of inclination), air flow and a microfiber fabric that has been proven to remove particles down to mere microns in size.

Being Cloud-based, the Ecoppia E4 collects, analyzes and acts on a variety of data. Its system controller pulls in data from sources including the Weather Channel “to identify optimal operating conditions and deploy robotic cleaning hardware as needed,” Meller explained.

To date, Ecoppia’s solar robotics platform has been used to clean nearly 4 million solar panels, including those at Israel’s first commercial solar energy project, the Ketura Sun solar PV field. Owned and operated by Arava Power, the 4.95 MW installation is located on Kibbutz Ketura in southern Israel’s Arava Valley.

Working with Siemens – then a part owner of Arava Power – Ecoppia pilot-tested its Cloud-based solar robotics cleaning platform over a three-year period. Siemens was relying on large maintenance teams and copious amounts of distilled water to clean solar panels about 10 times a year. “They were looking worldwide for a more efficient, cost-effective solution,” Meller recounted.

Water-free and energy-independent, Ecoppia’s E4 solar robotics system cleans the PV panels at Arava Power’s solar park on a nightly basis. Radio-frequency communications are used to gather data that’s run through E4’s predictive analytics software, Meller explained.

Resulting instructions are relayed as needed from the system’s control unit to client robots that do the cleaning. All the data is sent via GSM for storage in the Cloud. That enables it to be accessed and acted on via the Ecoppia E4 platform‘s front-end software on laptops, tablets or smartphones either on-site or from remote locations.

Unprecedented PV data-gathering, communications and analytics

These data-gathering, processing and communications capabilities drive a continuous process of PV maintenance system assessment and scheduling that entails 30-minute checks on the robotics system’s batteries. Over time, the platform’s on-site master control unit essentially learns how to optimize maintenance and overall system performance, Meller said.

Banks and investors require rigorous independent testing and evaluation of the technology and systems used to operate and maintain solar PV generation assets in order to finance projects, Meller pointed out. “Banks may grant as much as 80 percent collateral on loans to developers. They’re very risk-averse; their only collateral are the PV panels and systems. There’s lots of due diligence involved.”

As far as Ecoppia is aware, its E4 solar robotics cleaning system is the only one to have been approved by PI Berlin and banks. “PI simulated 15,000 cleaning cycles on each and every panel from nine manufacturers – that’s the equivalent of 20 years of nightly cleaning,” Meller elaborated.

Those simulations involved assessing the prospective effects of 900 dust storms, about 45 per year. At the end of the day, PI Berlin found zero in the way of energy conversion efficiency losses and no micro-cracks over the 20-year period.

Looking ahead, Ecoppia anticipates completing installations of its self-sustaining, water-free platform at five recently-signed Middle East project sites in the first quarter of 2015. By then the Israeli clean-tech startup expects to be cleaning 5 million PV panels a month. “I’d guess that even the largest manual solar panel cleaning company in the world isn’t cleaning 10 percent of that number,” Meller stated.

Images credit: Eccopia, Arava Power

Andrew Burger

An experienced, independent journalist, editor and researcher, Andrew has crisscrossed the globe while reporting on sustainability, corporate social responsibility, social and environmental entrepreneurship, renewable energy, energy efficiency and clean technology. He studied geology at CU, Boulder, has an MBA in finance from Pace University, and completed a certificate program in international governance for biodiversity at UN University in Japan.

Ecoppia cleans solar panels for more energy

Solar parks in the desert face two major challenges: a lot of dust on the photovoltaic panels and not enough water to clean them. Dust can cause up to a 40% decrease in efficiency of the panels. So there is huge interest to avert this problem. Normally teams of humans come in with squeegees to clean the panels by hand.

Located in Israel’s Negev desert, Ketura Sun solar park scoured the planet for a solution to their dust problem, which they found in an army of Ecoppia’s water-free robots. Ecoppia is an Israeli company that is competing in the market of automated solar panel cleaners for PV panels.

Turns out solar panel cleaning robots are a big deal and they are part of a market on their own.

leading solar panel cleaning robots

Beijing Sifang Derui Technology

Ecoppia is a relatively new Israeli company that has hit the ground running in 2013 with their E4 Ecoppia cleaning robots that remove up to 99 percent of the dust on Ketura’s panels using soft microfiber elements and an airflow cleaning system. The robots work by night, are powered by solar energy, and can last three days of Cloud coverage on a single charge.

Before they brought Ecoppia’s robots on board, the solar park, which is a joint Arava Power and Siemens AG venture that delivers 9 million kilowatt hours of renewable energy every year, would only clean their panels about nine times a year. And the process was arduous, costly, and potentially unsafe.

It would take up to five days to clean the panels manually and it was hard work that often put cleaners and panels at risk. But if they didn’t clean the panels, their ability to absorb the sun’s energy was reduced by about 35 percent. Over time, that amounts to a significant loss.

Completely self-sufficient, nearly one hundred E4 robots clean the plant’s panels every day after sunset. Using a sophisticated winch system, they clean 54 square feet in 30 seconds, and Ketura is thrilled with their performance to date.

“Ecoppia has changed the way we run the Ketura Sun field,” says Yanir Aloush, VP Operations at Arava Power.

“Less guesswork about when to clean, less downtime since there’s no need for on-site cleaning crews, less external personnel on the ground – we are very excited by the potential upgrade Ecoppia’s solution offers us.”

Author: Tafline Laylin

As a tour leader who led “eco-friendly” camping trips throughout North America, Tafline soon realized that she was instead leaving behind a trail of gas fumes, plastic bottles and Pringles. In fact, wherever she traveled – whether it was Viet Nam or South Africa or England – it became clear how inefficiently the mandate to re-think our consumer culture is reaching the general public. Born in Iran, raised in South Africa and the United States, she currently splits her time between Africa and the Middle East. Tafline can be reached at tafline (at) greenprophet (dot) com.

New Solar panel cleaning robot Invented by Ecoppia.

Israeli robotic cleaning specialist Ecoppia has created a new way for solar panel cleaning at the SmarterE event in Munich, Germany.

The Ecoppia H4 robot is a totally autonomous water-free cleaning device that directs dust particles from the surface of the module downwards using microfibers and regulated airflow.

Ecoppia’s product marketing manager, Maayan Stern states that “Like all Ecoppia’s solutions, the Ecoppia H4 is designed to cater to the needs of large and ultra-large utility scaled ground-mounted projects all over the world. Thanks to its swift cleaning abilities, the H4 can clean 1Km in less than 1 hour. It is ideal for humid environments when cleaning Windows are limited.”

The robot can clean from either side of the module row thanks to an innovative auto-switch, which the manufacturer claims reduce cleaning time. The device travels horizontally and cleans the panels vertically.

The machine has a cleaning speed of 22 meters per minute and may weigh up to 50 kg. The cleaning tilt ranges from 16 to 50 degrees, and it may be used with either a PV system with fixed mounting systems or with single-axis trackers.

The robot has a LifePo4 battery, MTTP functionality, and its own solar panels. The robot can offer the safest, most practical, and most adaptable option on the market, according to Stern, because of its speed flexibility, flexible cleaning, and frame. The master control allows one to schedule cleaning, deactivate or enable certain robots, or instantaneously dispatch all robots back to the base.

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Global Solar Panel Cleaning Market Size By Technology (Wet Cleaning and Dry Cleaning), By Process (Semi-Automated, Automated, Water Brushes, Electrostatic), By Application (Residential, Commercial, Industrial and Utility), By Mode of Operation (Manual and Autonomous), By Geographic Scope And Forecast

Report ID: 304158 | Published Date: Mar 2023 | No. of Pages: 202 | Base Year for Estimate: 2021 | Format:

Solar Panel Cleaning Market Size And Forecast

Solar Panel Cleaning Market size was valued at around USD 663.75 Million in 2021 and is projected to reach USD 1153 Million by 2030. growing at a CAGR of 6.47% from 2023 to 2030.

As more and more people search for sustainable and clean energy sources, the demand for solar energy is rising quickly. As a result, more solar panel systems are being installed, which raises the demand for Solar Panel Cleaning Market. Solar panels may be made more efficient and have a longer lifespan with regular cleaning and maintenance. Owners of solar panel systems who can maximize their energy output and lower the need for pricey maintenance or replacements might see considerable cost savings. As technology advances, solar panels are becoming more efficient at converting sunlight into electricity. However, this also means that they require more frequent cleaning to maintain their performance. This drives demand for Solar Panel Cleaning Market.

To Get Detailed Analysis: Download Report PDF

Global Solar Panel Cleaning Market Definition

The Solar Panel Cleaning Market refers to the industry that provides cleaning services for solar panel systems. Solar panels are designed to capture energy from the sun and convert it into usable electricity. Over time, solar panels can become dirty or covered in debris, which can reduce their efficiency and energy output. Therefore, regular cleaning and maintenance of solar panel systems are essential to ensure optimal performance.

The Solar Panel Cleaning Market includes companies that provide cleaning services for solar panels, such as debris removal, pressure washing, and other maintenance services. These companies may also provide inspection and repair services, as well as the installation of new solar panel systems. The market serves a variety of customers, including residential, commercial, and industrial customers who have installed solar panel systems for their energy needs.

Global Solar Panel Cleaning Market Overview

Solar Panel Cleaning is the process of removing dirt, dust, and other debris from solar panels to ensure their optimal performance. Solar panels are designed to capture sunlight and convert it into electricity, but over time, they can become dirty and covered in debris, which can reduce their energy output. Regular cleaning and maintenance of solar panels are essential to ensure they operate at maximum efficiency. Cleaning can also help extend the lifespan of solar panels and prevent the need for costly repairs or replacements.

The Solar Panel Cleaning Market refers to the industry that provides cleaning services for solar panel systems. Solar panels are designed to capture energy from the sun and convert it into usable electricity. Over time, solar panels can become dirty or covered in debris, which can reduce their efficiency and energy output. Therefore, regular cleaning and maintenance of solar panel systems are essential to ensure optimal performance. Solar Panel Cleaning can be done manually, using a soft-bristled brush or a specially designed cleaning tool.

Alternatively, water-based cleaning methods can be used, such as pressure washing or spraying with a hose. Some companies also use robotic cleaning systems, which use specialized brushes or scrubbers to clean solar panels automatically. The global Market is growing rapidly, driven by factors such as the increasing adoption of solar energy, environmental concerns, and advancements in cleaning technology. The market is segmented by service type, mode of cleaning, application, and region, with key players including Ecoppia, Heliotex, Enel Green Power, and Karcher.

Global Solar Panel Cleaning Market Segmentation Analysis

The Global Solar Panel Cleaning Market is segmented on the basis of Technology, Process, Application, Mode of Operation, And Geography.

Solar Panel Cleaning Market, By Technology

Based on the Technology, the market for Solar Panel Cleaning is bifurcated into Wet Cleaning and Dry Cleaning. Wet cleaning technology is expected to make up the majority of the overall revenue share during the projected period. Wet cleaning technology is one of the most popular cleaning methods in the Solar Panel Cleaning Market. This technology involves using water, along with other cleaning agents, to clean solar panels. Wet cleaning technology can be used for both residential and commercial Solar Panel Cleaning. One of the advantages of wet cleaning technology is its effectiveness in removing stubborn dirt, grime, and other debris from solar panels. The water and cleaning agents help to dissolve and remove these contaminants, leaving the solar panels clean and shiny.

Solar Panel Cleaning Market, By Process

• Semi-Automated
• Automated
• Water Brushes
• Electrostatic
• Others

Based on the Process, the market for Solar Panel Cleaning is bifurcated into Semi-Automated, Automated, Water Brushes, Electrostatic, and Others. The automated segment is anticipated to lead throughout the projected period. The use of automated cleaning systems is becoming increasingly popular in the Solar Panel Cleaning Market due to their efficiency, effectiveness, and cost-effectiveness. These systems can save time and money compared to manual cleaning methods, and they can help maximize the energy output of solar panels by keeping them clean and free from debris.

Solar Panel Cleaning Market, By Application

Based on the Application, the market for Solar Panel Cleaning is bifurcated into Residential, Commercial, Industrial and Utility. Commercial applications are dominating the Solar Panel Cleaning Market due to the significant growth in the use of solar panels for commercial purposes. Commercial solar panels are larger in size and are often used in utility-scale solar farms, commercial buildings, and industrial applications. These larger solar panels are more difficult to clean and maintain than residential solar panels, making commercial cleaning services in high demand.

Solar Panel Cleaning Market, By Mode of Operation

Based on the Mode of Operation, the market for Solar Panel Cleaning is bifurcated into Manual and Autonomous. Autonomous mode of operation is estimated to make up the majority of the complete revenue share during the anticipated period. Autonomous cleaning systems can operate 24/7, which allows for more frequent cleaning and maintenance of solar panels. This can result in higher energy output from solar panels, leading to increased cost savings for businesses and households. Autonomous cleaning systems can reduce labor costs associated with manual cleaning methods. These systems can also minimize the need for specialized equipment and vehicles required for manual cleaning, resulting in additional cost savings.

Solar Panel Cleaning Market, By Geography

• North America
• Europe
• Asia Pacific
• Middle East and Africa
• Latin America

On the basis of Geography, the Global Solar Panel Cleaning Market is classified into North America, Europe, Asia Pacific, Latin America, Middle East, and Africa. The market is dominated by Asia Pacific, primarily by China, with around 35% market share. The Asia Pacific region is currently dominating the Solar Panel Cleaning Market and is expected to continue doing so in the coming years. This region includes countries such as China, Japan, India, Australia, and South Korea, which have experienced Rapid growth in solar energy installations over the past decade.

One of the primary factors driving the dominance of the Asia Pacific region in the Solar Panel Cleaning Market is the significant investments being made in renewable energy. Many governments in the region have set targets for renewable energy installations, and solar energy is a significant part of these targets. This has led to a large number of solar installations across the region, creating a significant demand for Solar Panel Cleaning services.

Key Players

The “Global Solar Panel Cleaning Market” study report will provide valuable insight with an emphasis on the global market. The major players in the market are BladeRanger, Boson Robotics Ltd., Clean Solar Solutions, Ecoppia Scientific, Ecovacs Robotics, Heliotex,LLC, Indisolar Products Private Limited, kärcher türkiye, Kashgar Solbright Photovoltaic Technology Co. Ltd., Parish Maintenance Supply, Premier Solar Cleaning, LLC, Saint-Gobain Surface Conditioning, Serbot AG, Sharp Corporation, Solar Cleaning Machinery, SunBrush mobil GmbH amongst others. The competitive landscape section also includes information about the above competitors’ key development strategies, market share analyses, and market positioning analyses on a global scale.

Key Developments

• In 2021, Ecoppia announced a partnership with NTPC Limited, India’s largest power utility, to deploy their robotic cleaning technology at NTPC’s solar installations. This partnership will help NTPC optimize their solar plant performance and reduce water usage.
• In 2020, Heliotex launched their new Solar Panel Cleaning System, which uses a waterless cleaning solution to clean solar panels more efficiently and reduce water usage. The system also features an IoT sensor that monitors the performance of solar panels and alerts users when cleaning is required.
• In 2021, Karcher introduced their new iSolar 2.0 cleaning system, which uses robotic technology to clean solar panels automatically. The system is designed to clean solar panels quickly and efficiently, with minimal labor costs.
• In 2020, Enel Green Power launched their new sustainable cleaning program for solar panels, which uses a waterless cleaning solution and reduces water usage by up to 90%. The program is part of Enel’s commitment to sustainability and reducing their environmental impact.
• In 2021, Solar Cleaning Machinery launched their new SC3000 robotic cleaning system, which uses a specially designed brush to clean solar panels efficiently and effectively. The system can clean up to 2,500 solar panels per day, with minimal labor costs.

Ace Matrix Analysis

The Ace Matrix provided in the report would help to understand how the major key players involved in this industry are performing as we provide a ranking for these companies based on various factors such as service features innovations, scalability, innovation of services, industry coverage, industry reach, and growth roadmap. Based on these factors, we rank the companies into four categories as Active, Cutting Edge, Emerging, and Innovators.

Market Attractiveness

The image of market attractiveness provided would further help to get information about the region that is majorly leading in the global Solar Panel Cleaning Market. We cover the major impacting factors that are responsible for driving the industry growth in the given region.

Porter’s Five Forces

The image provided would further help to get information about Porter’s five forces framework providing a blueprint for understanding the behavior of competitors and a player’s strategic positioning in the respective industry. Porter’s five forces model can be used to assess the competitive landscape in the global Solar Panel Cleaning Market, gauge the attractiveness of a certain sector, and assess investment possibilities.

Report Scope

BladeRanger, Boson Robotics Ltd., Clean Solar Solutions, Ecoppia Scientific, Ecovacs Robotics, Heliotex,LLC, Indisolar Products Private Limited, kärcher türkiye, Kashgar Solbright Photovoltaic Technology Co. Ltd., Parish Maintenance Supply, and Premier Solar Cleaning, LLC.

By Technology, By Process, By Application, By Mode of Operation and By Geography.

Free report customization (equivalent up to 4 analyst’s working days) with purchase. Addition or alteration to country, regional segment scope

Research Methodology of Verified Market Research:

To know more about the Research Methodology and other aspects of the research study, kindly get in touch with our Sales Team at Verified Market Research.

Reasons to Purchase this Report

Qualitative and quantitative analysis of the market based on segmentation involving both economic as well as non-economic factors Provision of market value (USD Billion) data for each segment and sub-segment Indicates the region and segment that is expected to witness the fastest growth as well as to dominate the market Analysis by geography highlighting the consumption of the product/service in the region as well as indicating the factors that are affecting the market within each region Competitive landscape which incorporates the market ranking of the major players, along with new service/product launches, partnerships, business expansions, and acquisitions in the past five years of companies profiled Extensive company profiles comprising of company overview, company insights, product benchmarking, and SWOT analysis for the major market players The current as well as the future market outlook of the industry with respect to recent developments which involve growth opportunities and drivers as well as challenges and restraints of both emerging as well as developed regions Includes in-depth analysis of the market of various perspectives through Porter’s five forces analysis Provides insight into the market through Value Chain Market dynamics scenario, along with growth opportunities of the market in the years to come 6-month post-sales analyst support

Customization of the Report

In case of any Queries or Customization Requirements please connect with our sales team, who will ensure that your requirements are met.

Frequently Asked Questions

What is the projected market size growth rate of the Solar Panel Cleaning Market?

Solar Panel Cleaning Market was valued at around USD 663.75 Million in 2021 and is projected to reach USD 1153 Million by 2030, growing at a CAGR of 6.47% from 2023 to 2030.

What are the key driving factors for the growth of the Solar Panel Cleaning Market?

As more and more people search for sustainable and clean energy sources, the demand for solar energy is rising quickly. As a result, more solar panel systems are being installed, which raises the demand for Solar Panel Cleaning Market.

What are the top players operating in the Solar Panel Cleaning Market?

The major players in the market are BladeRanger, Boson Robotics Ltd., Clean Solar Solutions, Ecoppia Scientific, Ecovacs Robotics, Heliotex, LLC, Indisolar Products Private Limited, kärcher türkiye, Kashgar Solbright Photovoltaic Technology Co. Ltd., Parish Maintenance Supply, and Premier Solar Cleaning, LLC.

What segments are covered in the Solar Panel Cleaning Market Report?

The Global Solar Panel Cleaning Market is segmented on the basis of Technology, Process, Application, Mode of Operation and Geography.

How can I get a sample report/company profiles for the Solar Panel Cleaning Market?

The sample report for the Solar Panel Cleaning Market can be obtained on demand from the website. Also, the 247 chat support direct call services are provided to procure the sample report.

1 INTRODUCTION OF GLOBAL SOLAR PANEL CLEANING MARKET 1.1 Market Definition 1.2 Market Segmentation 1.3 Research Timelines 1.4 Assumptions 1.5 Limitations

2 RESEARCH METHODOLOGY OF VERIFIED MARKET RESEARCH 2.1 Data Mining 2.2 Data Triangulation 2.3 Bottom-Up Approach 2.4 Top-Down Approach 2.5 Research Flow 2.6 Key Insights from Industry Experts 2.7 Datsources

3 EXECUTIVE SUMMARY 3.1 Market Overview 3.2 Ecology Mapping 3.3 Absolute Market Opportunity 3.4 Market Attractiveness 3.5 Global Solar Panel Cleaning Market Geographical Analysis (CAGR %) 3.6 Global Solar Panel Cleaning Market, By Type (USD Million) 3.7 Global Solar Panel Cleaning Market, By End User (USD Million) 3.8 Future Market Opportunities 3.9 Global Market Split 3.10 Product Life Line

4 GLOBAL SOLAR PANEL CLEANING MARKET OUTLOOK 4.1 Global Solar Panel Cleaning Evolution 4.2 Drivers 4.2.1 Driver 1.4.2.2 Driver 2 4.3 Restraints 4.3.1 Restraint 1.4.3.2 Restraint 2 4.4 Opportunities 4.4.1 Opportunity 1.4.4.2 Opportunity 2 4.5 Porters Five Force Model 4.6 Value Chain Analysis 4.7 Pricing Analysis 4.8 Macroeconomic Analysis

5 GLOBAL SOLAR PANEL CLEANING MARKET, BY TECHNOLOGY 5.1 Overview 5.2 Wet Cleaning 5.3 Dry Cleaning

6 GLOBAL SOLAR PANEL CLEANING MARKET, BY PROCESS 6.1 Overview 6.2 Semi-Automated 6.3 Automated 6.4 Water Brushes 6.5 Electrostatic 6.6 Others

7 GLOBAL SOLAR PANEL CLEANING MARKET, BY APPLICATION 7.1 Overview 7.2 Residential 7.3 Commercial 7.4 Industrial 7.5 Utility

8 GLOBAL SOLAR PANEL CLEANING MARKET, BY MODE OF OPERATION 8.1 Overview 8.2 Manual 8.3 Autonomous

9 GLOBAL SOLAR PANEL CLEANING MARKET, BY GEOGRAPHY 9.1 Overview 9.2 North America 9.2.1 U.S. 9.2.2 Canada 9.2.3 Mexico 9.3 Europe 9.3.1 Germany 9.3.2 U.K. 9.3.3 France 9.3.4 Italy 9.3.5 Spain 9.3.6 Rest of Europe 9.4 Asia Pacific 9.4.1 China 9.4.2 Japan 9.4.3 India 9.4.4 Rest of Asia Pacific 9.5 Latin America 9.5.1 Brazil 9.5.2 Argentina 9.5.3 Rest of Latin America 9.6 Middle-East and Africa 9.6.1 UAE 9.6.2 Saudi Arabia 9.6.3 South Africa 9.6.4 Rest of Middle-East and Africa

10 GLOBAL SOLAR PANEL CLEANING MARKET COMPETITIVE LANDSCAPE 10.1 Overview 10.2 Company Market Ranking 10.3 Key Developments 10.4 Company Regional Footprint 10.5 Company Industry Footprint 10.6 ACE Matrix

11 COMPANY PROFILES

11.1 BladeRanger 11.1.1 Company Overview 11.1.2 Company Insights 11.1.3 Product Benchmarking 11.1.4 Key Development 11.1.5 Winning Imperatives 11.1.6 Current Focus Strategies 11.1.7 Threat from Competition 11.1.8 SWOT Analysis

11.2 Boson Robotics Ltd. 11.2.1 Company Overview 11.2.2 Company Insights 11.2.3 Product Benchmarking 11.2.4 Key Development

11.3 Clean Solar Solutions 11.3.1 Company Overview 11.3.2 Company Insights 11.3.3 Product Benchmarking 11.3.4 Key Development

11.4 Ecoppia Scientific 11.4.1 Company Overview 11.4.2 Company Insights 11.4.3 Product Benchmarking 11.4.4 Key Development

11.5 Ecovacs Robotics 11.5.1 Company Overview 11.5.2 Company Insights 11.5.3 Product Benchmarking 11.5.4 Key Development

11.6 Heliotex,LLC 11.6.1 Company Overview 11.6.2 Company Insights 11.6.3 Product Benchmarking 11.6.4 Key Development

11.7 Indisolar Products Private Limited 11.7.1 Company Overview 11.7.2 Company Insights 11.7.3 Product Benchmarking 11.7.4 Key Development

11.8 kärcher türkiye 11.8.1 Company Overview 11.8.2 Company Insights 11.8.3 Product Benchmarking 11.8.4 Key Development

11.9 Kashgar Solbright Photovoltaic Technology Co. Ltd. 11.9.1 Company Overview 11.9.2 Company Insights 11.9.3 Product Benchmarking 11.9.4 Key Development

11.10 Parish Maintenance Supply 11.10.1 Company Overview 11.10.2 Company Insights 11.10.3 Product Benchmarking 11.10.4 Key Development

11.11 Premier Solar Cleaning, LLC 11.11.1 Company Overview 11.11.2 Company Insights 11.11.3 Product Benchmarking 11.11.4 Key Development

11.12 Saint-Gobain Surface Conditioning 11.12.1 Company Overview 11.12.2 Company Insights 11.12.3 Product Benchmarking 11.12.4 Key Development

11.13 Serbot AG 11.13.1 Company Overview 11.13.2 Company Insights 11.13.3 Product Benchmarking 11.13.4 Key Development

11.14 Sharp Corporation 11.14.1 Company Overview 11.14.2 Company Insights 11.14.3 Product Benchmarking 11.14.4 Key Development

11.15 Solar Cleaning Machinery 11.15.1 Company Overview 11.15.2 Company Insights 11.15.3 Product Benchmarking 11.15.4 Key Development

11.16 SunBrush mobil GmbH 11.16.1 Company Overview 11.16.2 Company Insights 11.16.3 Product Benchmarking 11.16.4 Key Development

12 VERIFIED MARKET INTELLIGENCE 12.1 About Verified Market Intelligence 12.2 Dynamic Data Visualization

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Exploratory data mining

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Last piece of the ‘market research’ puzzle is done by going through the data collected from questionnaires, journals and surveys. VMR analysts also give emphasis to different industry dynamics such as market drivers, restraints and monetary trends. As a result, the final set of collected data is a combination of different forms of raw statistics. All of this data is carved into usable information by putting it through authentication procedures and by using best in-class cross-validation techniques.

Data Collection Matrix

• Fabricators
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• Competitor company’s business reports and newsletters
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• Economic and demographic specifics

• End-user surveys
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• Case studies
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Econometrics and data visualization model

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The collected data includes market dynamics, technology landscape, application development and pricing trends. All of this is fed to the research model which then churns out the relevant data for market study.

Our market research experts offer both short-term (econometric models) and long-term analysis (technology market model) of the market in the same report. This way, the clients can achieve all their goals along with jumping on the emerging opportunities. Technological advancements, new product launches and money flow of the market is compared in different cases to showcase their impacts over the forecasted period.

Analysts use correlation, regression and time series analysis to deliver reliable business insights. Our experienced team of professionals diffuse the technology landscape, regulatory frameworks, economic outlook and business principles to share the details of external factors on the market under investigation.

Different demographics are analyzed individually to give appropriate details about the market. After this, all the region-wise data is joined together to serve the clients with glo-cal perspective. We ensure that all the data is accurate and all the actionable recommendations can be achieved in record time. We work with our clients in every step of the work, from exploring the market to implementing business plans. We largely FOCUS on the following parameters for forecasting about the market under lens:

• Market drivers and restraints, along with their current and expected impact
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We assign different weights to the above parameters. This way, we are empowered to quantify their impact on the market’s momentum. Further, it helps us in delivering the evidence related to market growth rates.

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The last step of the report making revolves around forecasting of the market. Exhaustive interviews of the industry experts and decision makers of the esteemed organizations are taken to validate the findings of our experts.

The assumptions that are made to obtain the statistics and data elements are cross-checked by interviewing managers over F2F discussions as well as over phone calls.

Different members of the market’s value chain such as suppliers, distributors, vendors and end consumers are also approached to deliver an unbiased market picture. All the interviews are conducted across the globe. There is no language barrier due to our experienced and multi-lingual team of professionals. Interviews have the capability to offer critical insights about the market. Current business scenarios and future market expectations escalate the quality of our five-star rated market research reports. Our highly trained team use the primary research with Key Industry Participants (KIPs) for validating the market forecasts:

• Established market players
• Raw data suppliers
• Network participants such as distributors
• End consumers

The aims of doing primary research are:

• Verifying the collected data in terms of accuracy and reliability.
• To understand the ongoing market trends and to foresee the future market growth patterns.

Industry Analysis Matrix

• Global industry landscape and trends
• Market momentum and key issues
• Technology landscape
• Market’s emerging opportunities
• Porter’s analysis and PESTEL analysis
• Competitive landscape and component benchmarking
• Policy and regulatory scenario

• Market revenue estimates and forecast up to 2027
• Market revenue estimates and forecasts up to 2027, by technology
• Market revenue estimates and forecasts up to 2027, by application
• Market revenue estimates and forecasts up to 2027, by type
• Market revenue estimates and forecasts up to 2027, by component
• Regional market revenue forecasts, by technology
• Regional market revenue forecasts, by application
• Regional market revenue forecasts, by type
• Regional market revenue forecasts, by component