Waste Sorting Robots Market

Waste Sorting Robots Market Size by Waste Sorting Type (Plastic Products Sorting, Metallic Waste Sorting, Wood and Bricks Sorting, and Others), End User (Municipality, Industrial, and Others), Regions, Global Industry Analysis, Share, Growth, Trends, and Forecast 2024 to 2033

Base Year: 2023 Historical Data: 2020-22
  • Report ID: TBI-14094
  • Published Date: Feb, 2024
  • Pages: 236
  • Category: Machinery & Equipment
  • Format: PDF
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The global waste sorting robots market was valued at USD 2 billion in 2023 and grew at a CAGR of 20% from 2024 to 2033. The market is expected to reach USD 12.38 billion by 2033. Rapid urbanization and increasing garbage volumes will drive the growth of the global waste-sorting robots market.

Market Introduction:

Waste sorting robots are advanced robotic systems designed to automate the sorting and segregating of various waste materials. These robots utilize sensors, artificial intelligence (AI), and robotic arms to identify, pick, and separate different materials within the waste stream. Their primary objective is to enhance the efficiency of waste management processes and boost recycling rates. Equipped with sensors and cameras, waste sorting robots scan and assess materials based on visual and sometimes chemical characteristics. The collected data is then processed by sophisticated AI algorithms that enable the robot to recognize and classify materials such as plastics, paper, glass, and metal. Robotic arms or other mechanical means are employed to pick up and sort the identified materials, with grippers or suction devices facilitating handling various waste items. They contribute to increased recycling rates, cost savings, improved recycling quality, and enhanced occupational safety. Waste sorting robots are integral to modern waste management systems.

Waste Sorting Robots Market Size

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Recent Development
  • APR Kerbside, a recycling company located in Melbourne, started separating recyclables with a robot. At APR's Truganina material recovery facility, the robot, manufactured by Waste Robotics in Canada, is initially used to separate Tetra Pak beverage cartons from the remainder of the recycling stream. Lite n' Easy, a prepared meal expert, uses poly-coated boards in its packaging in addition to Tetra Pak boxes. Some other objects made of this material are disposable coffee mugs.
  • The London-based company Recycleye is automating identifying and sorting dry mixed recyclables, previously a primarily human operation, by utilizing FANUC 6-axis LR Mate robots and proprietary AI vision technology. Recycleye Robotics is a revolutionary system yielding remarkable results, such as a 12% increase in sorting accuracy and a 10% improvement in line output. This system helps waste operators increase their bottom line and addresses the persistent labour shortage in the waste management sector.

Market Dynamics:

Drivers

Rapid urbanization leading to increasing volumes of garbage – As global populations grow and urbanize, it will lead to a surge in waste generation, rendering traditional manual sorting methods useless or redundant to cope with the volume and complexity of diverse materials in the garbage. Given the inhumane nature of the job and the health and safety risks associated with manual sorting, labour shortages in the waste management sector are encouraging the adoption of automated systems like waste sorting robots. Waste sorting robots address these challenges by providing a technological solution that improves sorting accuracy and efficiency and reduces reliance on human labour in hazardous and demanding conditions. The robots' ability to adapt to changing waste streams, work continuously, and maintain consistency in sorting operations makes them a highly sought-after waste management solution for the modern world. Therefore, rapid urbanization, which leads to increasing volumes of garbage and other associated waste management concerns, will drive the growth of the global waste sorting robots market.

  • Funding for Waste Robotics totaled USD 7.3 million. With the financing, the company intends to quicken the commercial development of its garbage sorting centre's autonomous sorting technology. The company combines robotics, deep learning algorithms, and waste detection technology to help recycling centres handle reusable materials more profitably and safely while enhancing sorted flow quality. The company hopes to make sorting centres self-sufficient with AI technologies and help sorters transition to higher-value, less hazardous professions.
Restraints:

The high costs of waste sorting robots The initial expenses encompassing acquiring the robots, integrating them into existing facilities, and staff training are high. Additionally, the need for regular maintenance to ensure optimal performance adds to the costs. Therefore, the significantly high upfront costs and maintenance commitments will hamper the market's growth.

Opportunities:

Technological advancements – advanced sensor technologies like NIR sensors and 3D vision cameras, with artificial intelligence (AI) and robotics, efficiently identify, classify, and sort different materials in the waste stream. The integration of IoT facilitates real-time monitoring and control, while data analytics tools extract valuable insights for optimization. Technological advancements and government regulations favouring recycling to promote circular economies and resource conservation will contribute to the market’s growth. Therefore, technological advancements and favourable government regulations will further the growth and development of the global waste sorting robots market.

  • Bryson bought more robots to expand on the effective operation of an AI-powered Recycleye Robotics solution already in place on its fibre line. It is anticipated that the choice will lower expenses, increase recycling, decrease residual waste, and improve material quality. Recycleye Robotics' waste-picking robots routinely outperform human operators in the physical tasks of material identification, pickup, and placement. An artificial intelligence (AI) computer vision system powers the intelligent picking system, identifying each item in the waste stream based on its material and object. The AI system is installed over the plant's current waste stream conveyors, giving the engineering manager complete insight into the waste stream and enhancing the effectiveness and functionality of the sorting operations.
Regional segmentation analysis:

The regions analyzed for the market include North America, Europe, South America, Asia Pacific, the Middle East, and Africa. North America emerged as the most significant global waste sorting robots market, with a 40% market revenue share in 2023.

The region has an advanced waste management infrastructure that facilitates faster and seamless adoption of cutting-edge technologies. Stringent environmental regulations drive the demand for efficient waste-sorting solutions. Technological innovation also augments the regional market’s development. High waste generation rates and the emphasis on a circular economy are critical in the region, thereby driving the market's growth.

North America Region Waste Sorting Robots Market Share in 2023 - 40%

 

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  • Google has demonstrated how a two-year study of AI-driven robots that efficiently sort waste and recyclables may portend future developments. According to the study, robots that interact with their surroundings, get feedback in the form of incentives or penalties, and then optimize their behaviours to maximize the total reward can be made to sort rubbish with the reinforcement learning (RL) systems. It makes it feasible for artificial intelligence to most nearly mimic natural intellect. Using a combination of offline and online data, the mobile robots with vision systems and an arm could adapt to various real-world scenarios, allowing them to tackle real-world activities in office environments through reinforcement learning.
Wasting sorting type Segment Analysis

The waste sorting type segment is divided into plastic products sorting, metallic waste sorting, wood and bricks sorting, and others. The plastic products sorting segment dominated the market, with a market share of around 42% in 2023. The significant surge in plastic consumption across various industries has substantially increased plastic waste generation. Manual sorting of plastics is challenging due to the diverse array of plastic types, colours, and shapes, making waste sorting robots an ideal solution. The economic value of recycled plastics further incentivizes the adoption of waste-sorting robots. These robots also address labour intensity issues associated with manual plastic sorting and contribute to reducing the reliance on manual labour in waste management facilities.

End-user Segment Analysis

The end-user segment is divided into municipality, industrial, and others. The municipality segment dominated the market, with a market share of around 47% in 2023. Municipalities are at the forefront of adopting waste-sorting robots to address the challenges related to urbanization, environmental regulations, and the need for efficient waste management practices. The increasing population in urban areas has led to a surge in waste generation, creating a pressing need for municipalities to adopt advanced technologies for effective waste sorting and management. These robots play a pivotal role in promoting recycling, reducing the volume of waste destined for landfills, and aligning with sustainable waste management practices. Stringent environmental regulations further drive municipalities to seek innovative solutions that enhance recycling rates and ensure compliance. Economic incentives for recycling also motivate municipalities to adopt waste-sorting robots.

  • At one of its locations in Copenhagen, RGS Nordic, a prominent trash management company in Denmark, invested in a brand-new robotic sorting unit. It recently disclosed that it had hired ZenRobotics and Terex Recycling Systems to supply and construct a fully automated plant with robotic arms for sorting powered by artificial intelligence (AI). The arms can take up to 9,200 objects each hour and move up to 40 kg of stuff; they can work around the clock. Because of their AI technology, they can also be modified to separate different elements from feed trash in response to changing market demands. Over time, they can also learn to detect recyclable materials more accurately.
Some of the Key Market Players:
  • ABB Ltd.
  • AMP Robotics Corp.
  • Bollegraaf Recycling Machinery
  • Clean Robotics
  • General Kinematics Corporation
  • Greyparrot
  • Machinex Industries Inc.
  • Tomra
  • Waste Robotics Inc.
  • Zen Robotics Oy.

Report Description:

Attribute Description
Market Size Revenue (USD Billion)
Market size value in 2023 USD 2 Billion
Market size value in 2033 USD 12.38 Billion
CAGR (2024 to 2033) 20%
Historical data 2020-2022
Base Year 2023
Forecast 2024-2033
Region The regions analyzed for the market are Asia Pacific, Europe, South America, North America, and Middle East and Africa. Furthermore, the regions are further analyzed at the country level.
Segments Wasting Sorting Type and End User

Frequesntly Asked Questions

As per The Brainy Insights, the size of the global waste sorting robots market was valued at USD 2 billion in 2023 to USD 12.38 billion by 2033.

Global waste sorting robots market is growing at a CAGR of 20% during the forecast period 2024-2033.

The market's growth will be influenced by the rapid urbanization leading to increasing volumes of garbage.

The high costs of waste sorting robots could hamper the market growth.

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This study forecasts revenue at global, regional, and country levels from 2020 to 2033. The Brainy Insights has segmented the global waste sorting robots market based on below mentioned segments:

Global Waste Sorting Robots Market by Waste Sorting Type:

  • Plastic Products Sorting
  • Metallic Waste Sorting
  • Wood and Bricks Sorting
  • Others

Global Waste Sorting Robots Market by End User:

  • Municipality
  • Industrial
  • Others

Global Waste Sorting Robots Market by Region:

  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • Germany
    • France
    • U.K.
    • Italy
    • Spain
  • Asia-Pacific
    • Japan
    • China
    • India
  • South America
    • Brazil
  • Middle East and Africa  
    • UAE
    • South Africa

Methodology

Research has its special purpose to undertake marketing efficiently. In this competitive scenario, businesses need information across all industry verticals; the information about customer wants, market demand, competition, industry trends, distribution channels etc. This information needs to be updated regularly because businesses operate in a dynamic environment. Our organization, The Brainy Insights incorporates scientific and systematic research procedures in order to get proper market insights and industry analysis for overall business success. The analysis consists of studying the market from a miniscule level wherein we implement statistical tools which helps us in examining the data with accuracy and precision. 

Our research reports feature both; quantitative and qualitative aspects for any market. Qualitative information for any market research process are fundamental because they reveal the customer needs and wants, usage and consumption for any product/service related to a specific industry. This in turn aids the marketers/investors in knowing certain perceptions of the customers. Qualitative research can enlighten about the different product concepts and designs along with unique service offering that in turn, helps define marketing problems and generate opportunities. On the other hand, quantitative research engages with the data collection process through interviews, e-mail interactions, surveys and pilot studies. Quantitative aspects for the market research are useful to validate the hypotheses generated during qualitative research method, explore empirical patterns in the data with the help of statistical tools, and finally make the market estimations.

The Brainy Insights offers comprehensive research and analysis, based on a wide assortment of factual insights gained through interviews with CXOs and global experts and secondary data from reliable sources. Our analysts and industry specialist assume vital roles in building up statistical tools and analysis models, which are used to analyse the data and arrive at accurate insights with exceedingly informative research discoveries. The data provided by our organization have proven precious to a diverse range of companies, facilitating them to address issues such as determining which products/services are the most appealing, whether or not customers use the product in the manner anticipated, the purchasing intentions of the market and many others.

Our research methodology encompasses an idyllic combination of primary and secondary initiatives. Key phases involved in this process are listed below:

MARKET RESEARCH PROCESS

Data Procurement:

The phase involves the gathering and collecting of market data and its related information with the help of different sources & research procedures.

The data procurement stage involves in data gathering and collecting through various data sources.

This stage involves in extensive research. These data sources includes:

Purchased Database: Purchased databases play a crucial role in estimating the market sizes irrespective of the domain. Our purchased database includes:

  • The organizational databases such as D&B Hoovers, and Bloomberg that helps us to identify the competitive scenario of the key market players/organizations along with the financial information.
  • Industry/Market databases such as Statista, and Factiva provides market/industry insights and deduce certain formulations. 
  • We also have contractual agreements with various reputed data providers and third party vendors who provide information which are not limited to:
    • Import & Export Data
    • Business Trade Information
    • Usage rates of a particular product/service on certain demographics mainly focusing on the unmet prerequisites

Primary Research: The Brainy Insights interacts with leading companies and experts of the concerned domain to develop the analyst team’s market understanding and expertise. It improves and substantiates every single data presented in the market reports. Primary research mainly involves in telephonic interviews, E-mail interactions and face-to-face interviews with the raw material providers, manufacturers/producers, distributors, & independent consultants. The interviews that we conduct provides valuable data on market size and industry growth trends prevailing in the market. Our organization also conducts surveys with the various industry experts in order to gain overall insights of the industry/market. For instance, in healthcare industry we conduct surveys with the pharmacists, doctors, surgeons and nurses in order to gain insights and key information of a medical product/device/equipment which the customers are going to usage. Surveys are conducted in the form of questionnaire designed by our own analyst team. Surveys plays an important role in primary research because surveys helps us to identify the key target audiences of the market. Additionally, surveys helps to identify the key target audience engaged with the market. Our survey team conducts the survey by targeting the key audience, thus gaining insights from them. Based on the perspectives of the customers, this information is utilized to formulate market strategies. Moreover, market surveys helps us to understand the current competitive situation of the industry. To be precise, our survey process typically involve with the 360 analysis of the market. This analytical process begins by identifying the prospective customers for a product or service related to the market/industry to obtain data on how a product/service could fit into customers’ lives.

Secondary Research: The secondary data sources includes information published by the on-profit organizations such as World bank, WHO, company fillings, investor presentations, annual reports, national government documents, statistical databases, blogs, articles, white papers and others. From the annual report, we analyse a company’s revenue to understand the key segment and market share of that organization in a particular region. We analyse the company websites and adopt the product mapping technique which is important for deriving the segment revenue. In the product mapping method, we select and categorize the products offered by the companies catering to domain specific market, deduce the product revenue for each of the companies so as to get overall estimation of the market size. We also source data and analyses trends based on information received from supply side and demand side intermediaries in the value chain. The supply side denotes the data gathered from supplier, distributor, wholesaler and the demand side illustrates the data gathered from the end customers for respective market domain.

The supply side for a domain specific market is analysed by:

  • Estimating and projecting penetration rates through analysing product attributes, availability of internal and external substitutes, followed by pricing analysis of the product.
  • Experiential assessment of year-on-year sales of the product by conducting interviews.

The demand side for the market is estimated through:

  • Evaluating the penetration level and usage rates of the product.
  • Referring to the historical data to determine the growth rate and evaluate the industry trends

In-house Library: Apart from these third-party sources, we have our in-house library of qualitative and quantitative information. Our in-house database includes market data for various industry and domains. These data are updated on regular basis as per the changing market scenario. Our library includes, historic databases, internal audit reports and archives.

Sometimes there are instances where there is no metadata or raw data available for any domain specific market. For those cases, we use our expertise to forecast and estimate the market size in order to generate comprehensive data sets. Our analyst team adopt a robust research technique in order to produce the estimates:

  • Applying demographic along with psychographic segmentation for market evaluation
  • Determining the Micro and Macro-economic indicators for each region 
  • Examining the industry indicators prevailing in the market. 

Data Synthesis: This stage involves the analysis & mapping of all the information obtained from the previous step. It also involves in scrutinizing the data for any discrepancy observed while data gathering related to the market. The data is collected with consideration to the heterogeneity of sources. Robust scientific techniques are in place for synthesizing disparate data sets and provide the essential contextual information that can orient market strategies. The Brainy Insights has extensive experience in data synthesis where the data passes through various stages:

  • Data Screening: Data screening is the process of scrutinising data/information collected from primary research for errors and amending those collected data before data integration method. The screening involves in examining raw data, identifying errors and dealing with missing data. The purpose of the data screening is to ensure data is correctly entered or not. The Brainy Insights employs objective and systematic data screening grades involving repeated cycles of quality checks, screening and suspect analysis.
  • Data Integration: Integrating multiple data streams is necessary to produce research studies that provide in-depth picture to the clients. These data streams come from multiple research studies and our in house database. After screening of the data, our analysts conduct creative integration of data sets, optimizing connections between integrated surveys and syndicated data sources. There are mainly 2 research approaches that we follow in order to integrate our data; top down approach and bottom up approach.

Market Deduction & Formulation: The final stage comprises of assigning data points at appropriate market spaces so as to deduce feasible conclusions. Analyst perspective & subject matter expert based holistic form of market sizing coupled with industry analysis also plays a crucial role in this stage.

This stage involves in finalization of the market size and numbers that we have collected from data integration step. With data interpolation, it is made sure that there is no gap in the market data. Successful trend analysis is done by our analysts using extrapolation techniques, which provide the best possible forecasts for the market.

Data Validation & Market Feedback: Validation is the most important step in the process. Validation & re-validation via an intricately designed process helps us finalize data-points to be used for final calculations.

The Brainy Insights interacts with leading companies and experts of the concerned domain to develop the analyst team’s market understanding and expertise. It improves and substantiates every single data presented in the market reports. The data validation interview and discussion panels are typically composed of the most experienced industry members. The participants include, however, are not limited to:

  • CXOs and VPs of leading companies’ specific to sector
  • Purchasing managers, technical personnel, end-users
  • Key opinion leaders such as investment bankers, and industry consultants

Moreover, we always validate our data and findings through primary respondents from all the major regions we are working on.

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