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Press Releases from Polaris Market Research & Consulting (2502 total)

Dietary Supplements Market 2018 – 2026 | Comprehensive Study of Top Companies …

According to a new research published by Polaris Market Research the Dietary Supplements Market is anticipated to reach over USD 349.4 billion by 2026. In 2017, the vitamins segment dominated the global market, in terms of revenue. Asia-Pacific is expected to be the leading contributor to the global market revenue during the forecast period. The well-known companies profiled in Dietary Supplements Market research report include Abott Laboratories, GlaxoSmithKline, Herbalife International, Bayer

Automotive LiDAR Market Key Information By Top Key Player Scans LLC, Velodyne LI …

Polaris Market Research presents a most up-to-date research on “Automotive LiDAR Market, [By Type (Solid-State LiDAR, Mechanical LiDAR); By Application (Advanced Driver Assistance Systems – (AEB and ACC), Autonomous Vehicle); By Region]: Market Size & Forecast, 2018 – 2026”. According to the latest market report published by the company titled ‘Automotive LiDAR Market: Global Industry Analysis and Forecast, 2018 – 2026,’ the global Automotive LiDAR Market is projected to reach US$

Automotive Battery Thermal Management System Market 2026 Top Key players by: Rob …

Polaris Market Research presents a most up-to-date research on “Automotive Battery Thermal Management System Market, [By Technology (Active Battery Thermal Management System, Passive Battery Thermal Management System); By Battery Type (Conventional Batteries, Solid-State Batteries); By Vehicle Type (Passenger Vehicles, Commercial Vehicles); By Propulsion (Battery Electric Vehicles, Hybrid Electric Vehicles, Plug-in Hybrid Electric Vehicle, Fuel Cell Vehicle); By Region]: Market size & Forecast, 2018 – 2026”. The Global Automotive Battery Thermal Management

Automotive Powertrain Systems Market Brief Analysis By Top Key Players - Ford Mo …

Polaris Market Research presents a most up-to-date research on “Automotive Powertrain Systems Market, [By Drive Type (Front-Wheel Drive Powertrain System, Rear-Wheel Drive Powertrain System and All-Wheel Drive Powertrain System); By Vehicle Type (Passenger Cars, Commercial Vehicles); By Fuel Type (Gasoline, Diesel); By Region]: Market size & Forecast, 2018 – 2026”. The global Automotive Powertrain Systems Market was valued at USD 530 billion in 2017, and is projected to reach USD 892

Automotive Suspension Market Segmented by Top Companies like: Multimatic, Contin …

Polaris Market Research presents a most up-to-date research on “Automotive Suspension Market, [By System (Active Suspension, Passive Suspension, Semi-Active Suspension); By Vehicle Type (Passenger Vehicles, Light Commercial Vehicles, Heavy Commercial Vehicles); By Component (Strut, Shock Absorber, Leaf Spring, Ball Joint, Air Spring, Control Arm, Coil Spring, Others); By Damping (Hydraulic, Electromagnetic); By Geometry (Independent Suspension, Semi-Independent Suspension, Dependent Suspension); By Region]: Market size & Forecast, 2018 – 2026”. According to the

Automotive V2X Market Brief Analysis By Top Key Players - Delphi Automotive, Rob …

Polaris Market Research presents a most up-to-date research on “Automotive V2X Market, [By Communication Type (Vehicle-To-Vehicle, Vehicle-To-Infrastructure, Vehicle-To-Cloud, Vehicle-To-Grid, Vehicle-To-Pedestrian, Vehicle-To-Device, Others); By Component (Hardware, Software, Services); By Connectivity (Cellular Connectivity, DSRC Connectivity); By Vehicle Type (Passenger Vehicles, Commercial Vehicles) By Region]: Market size & Forecast, 2018 – 2026”. According to the latest market report published by the company titled ‘Automotive V2X Market: Global Industry Analysis and Forecast, 2018 – 2026,’

Substation Automation Market Segmented by Top Companies like: Schneider Electric …

Polaris Market Research presents a most up-to-date research on “Substation Automation Market, [By Module (Communication Networks, Scada Systems, Intelligent Electronic Devices); By Component (Hardware, Software, Services); By Type (Distribution Substations, Transmission Substations); By Communication Channel (Optical Fiber Communication, Ethernet, Copper Wire Communication, Others) By Region]: Market Size & Forecast, 2018 – 2026”. According to the latest market report published by the company titled ‘Substation Automation Market: Global Industry Analysis and Forecast,

Consumer Network Attached Storage (NAS) Market Segmented by Top Companies like: …

Polaris Market Research presents a most up-to-date research on “Consumer Network Attached Storage (NAS) Market [By Design (1-Bay, 2-Bays, 4-Bays, 5-Bays, 6-Bays, 6Bays & Above); By Type (Rackmount and Standalone); By End-user (Residential, SMEs, and Large Enterprises); By Regions]: Market Size & Forecast, 2017 – 2026”. The global Consumer Network Attached Storage (NAS) Market was valued at USD 2,620.8 million in 2017, and is projected to reach USD 10.2 billion by

Wireless in-Flight Entertainment (W-IFE) Market Size Brief Analysis By Top Key P …

Polaris Market Research presents a most up-to-date research on “Wireless In-flight Entertainment (W-IFE) Market [(By Product Type (Embedded IFE, Portable IFE, Overhead IFE, Wireless IFE); By Fitment Type (Linefit and Retrofit); By Aircraft Type (Narrow Body, Wide-Body); By Hardware (IFE Systems, Display Units, Modems, WAPs, Others); By Technology (Ku-Band, Ka-Band, L-Band, ATG); By Regions]: Markets Size & Forecast, 2017 – 2026”. The Global Wireless In-flight Entertainment (W-IFE) Market Was Valued At

Intelligent Virtual Assistant (IVA) Market Brief Analysis By Top Key Players - G …

Polaris Market Research presents a most up-to-date research on “Intelligent Virtual Assistant Market [By Technology (Text-Based, Speech Recognition, Text-To-Speech-Based, Others); By Type (Rule-based, Conversational AI-Based); By Service (Customer Service, Marketing Assistant); By End-User (Healthcare, Education, Retail, BFSI, Government, Others); By Region]: Market Size & Forecast, 2017 – 2026”. According to the latest market report published by the company titled ‘Intelligent Virtual Assistant Market: Global Industry Analysis and Forecast, 2017 – 2026,’

Electric Bikes/e-Bikes Market increasing demand with Leading key players: Accell …

Global Electric Bikes Market is expected to grow to USD 26 billion by 2026, at a CAGR of 7.1% during the forecast period according to a study published by Polaris Market Research. Request For Sample Copy of This Report @ http://bit.ly/2yNUKH7 The global e-bikes market is driven by many significant parameters such as consumer awareness concerning less air & sound pollution. Some other favorable factors include increasing government incentives on the

Electric Two-Wheeler Market Brief Analysis By Top Key Players - Zhejiang Luyuan …

The Global Electric Two-Wheeler Market Is Anticipated To Grow At A CAGR Of 7.5% During The Forecast Period According To A New Report By Polaris Market Research. Electric Two-Wheelers Include Electric Bicycles, Electric Scooters, Electric Motorcycles, And Others, Which Are Powered Through An Electric Power Source. Electric Two-Wheelers Are Lightweight, Compact, Easy To Handle, And Highly Fuel Efficient. A Small Engineering Company Based In Austria, Johammer, Has Developed A

Nitrous Oxide Market Brief Analysis By Top Key Players - KVK Corporation, SS Gas …

Global Nitrous Oxide Market is expected to grow from USD 789.2 million in 2017 to USD 1,441.2 million by 2026, at a CAGR of 6.2% during the forecast period according to a study published by Polaris Market Research. Request For Sample Copy of This Report @ http://bit.ly/2yLmPPr Increasing application of nitrous oxide from medical, automotive and semiconductor manufacturing, chemical and even food & beverage packaging industries are expected to drive its

High Performance Composites Market Comprehensive Analysis on Key Player - Arkema …

Global High Performance Composites Market is expected to grow from USD 25.39 billion in 2017 to USD 42.18 billion by 2026, at a CAGR of 5.8% during the forecast period according to a study published by Polaris Market Research. Request For Sample Copy of This Report @ http://bit.ly/2yRjRZU Increasing demand for high performance composites from a wide range of applications is expected to drive the market. Remarkable growth of the commercial

Solar Inverters / PV Inverters Market Overview by Business Growth and Opportunit …

Global Solar Inverters / PV Inverters Market is expected to grow from USD 5.32 billion in 2017 to USD 25.86 billion by 2026, at a CAGR of 16.1% during the forecast period, according to a study published by Polaris Market Research. Request For Sample Copy of This Report @ http://bit.ly/2yMKWNO The energy demand globally is snowballing progressively over the last few decades with new methods of energy sources are continually discovered

Global Transcatheter Aortic Valve Replacement (TAVR) Market Brief Analysis By To …

The Global Transcatheter Aortic Valve Replacement (TAVR) Market is anticipated to reach USD 8,241.4 Million by 2025 according to a new study published by Polaris Market Research. Transcatheter aortic valve replacement (TAVR), known as transcatheter aortic valve implantation (TAVI) the surgical procedure for heart disease wherein transcatheter heart valve is used to replace the damaged as well as old heart valve. Transcatheter heart valve implantation is a minimally invasive process

2018-2026 Lubricants Market Report (Status and Outlook) Exxonmobil Corporation, …

According to a new research published by Polaris Market Research the lubricants market is anticipated to reach over USD 169.4 billion by 2026. In 2017, the automotive segment dominated the global market, in terms of revenue. Asia-Pacific is expected to be the leading contributor to the global market revenue during the forecast period. Request for sample copy of this report @ http://bit.ly/2yOmyvb The growing manufacturing industry, rapid industrialization, and modernization

Global Blood Cancer Drugs Market increasing demand with Leading key players: Joh …

The Global Blood Cancer Drugs Market is anticipated to reach USD 55.6 billion by 2025 according to a new report published by Polaris Market Research. The demand for blood cancer drug is primarily driven by growing death incidences by blood cancer, and continuous innovation for developing novel treatments with the help of several ongoing clinical trials. Moreover, increasing research and development of biological and targeted therapies as treatment will spur

Specialty Generic Drugs Market Global Outlook on Key Growth Factors and Industry …

The global Specialty Generic Drugs Market is anticipated to reach USD 190.9 billion by 2025 according to a new study published by Polaris Market Research. Specialty Generics drugs are the generic forms of pharmacological drugs. These drugs are economically cheaper in contrast to branded drugs. Even so, development and commercialization of specialty generics drug are more complex when compared with conventional generics drugs. Companies are entering into specialty generic drugs

Tumor Ablation Market Overview by Business Growth and Opportunities, Top Compani …

The global Tumor Ablation Market is anticipated to reach USD 1.9 billion by 2025 according to a new study published by Polaris Market Research. Ablation is treatment for the destruction of liver tumors without removing them. These technique is used in patients with few small tumors and when surgery is not a worthy option due to reduced liver function or poor health condition. These treatment is sometimes used in patients

Global Surgical Dressing Market Brief Analysis By Top Key Players - 3M, Smith & …

The Global Surgical Dressing Market is expected to reach USD 5.2 billion by 2025 with a CAGR of 5.2% from 2018 to 2025 according to a new report by Polaris Market Research. This traction in the market is due to the increase in different types of surgeries such as organ transplant surgeries, cardiovascular surgeries, and other surgeries. Along with the increased surgeries, the increasing implementation of the Ambulatory Surgery Centers

Polaris Market Research Estimates Identity & Access Management (IAM) Market at U …

According to a new study published by Polaris Market Research the global identity & access management (IAM) market is anticipated to reach USD 25.15 billion by 2026. The increasing adoption of connected devices, Bring Your Own Device (BYOD), Internet of Things (IoT) and audit management combined with cost control are the prime components boosting the market growth. Also, the growth in online applications and risk management compliance mandates are anticipated

A new market analysis deals with the global market for Organic Personal Care unt …

According to a new report published by Polaris Market Research the organic personal care market is anticipated to reach over USD 27,276.5 million by 2026. In 2017, the skin care segment dominated the global market, in terms of revenue. North America is expected to be the leading contributor to the global market revenue during the forecast period. A significant increase in disposable income, changing lifestyles, and initiatives by market players

Commercial Kitchen Appliances Market Size Estimated To Reach USD 138.5 Billion i …

According to a new study published by Polaris Market Research the worldwide commercial kitchen appliances market is anticipated to reach USD 138.5 billion by 2026. In 2017, the refrigerator segment dominated the global market, in terms of revenue. North America is expected to be the leading contributor to the global market revenue during the forecast period. Request for sample copy of this report @ http://bit.ly/2yofTsf The significant increase in food establishments,

Global Animal Feed Market Brief Analysis By Top Key Players - DaChan Food (Asia) …

Global Animal Feed Market is anticipated to reach USD 337.79 billion by 2026 according to a new study published by Polaris Market Research. Increasing demand for meat and meat & milk products worldwide has created the need to high quality feed for enhancing meat quality and production. Different species of animals are reared across several nations across the globe for a variety of purposes such as milk, meat, protein etc.

Industrial Internet Of Things (Iiot) Market Comprehensive Analysis on Key Player …

The global Industrial Internet Of Things (Iiot) Market is anticipated to reach USD 771.72 billion by 2026. Industries worldwide are looking for new business models to construct a connected enterprise for merging their operational and information departments. This transformation is expected to enhance the overall productivity, operational efficiency, and visibility as well as decrease the complexities of diverse procedures in the industry. The capability of IIoT to decrease costs is

Thermal Insulation Coating Market Share 2018-2026 Segmented by Top Companies lik …

Polaris Market Research presents a most up-to-date research on “Thermal Insulation Coating Market [By Type (Acrylic, Epoxy, Polyurethane, Ytria Stabilized Zirconia, Others); By End-User (Manufacturing, Construction, Aerospace and Defense, Automotive, Others); By Region]: Market Size & Forecast, 2017 – 2026”. According to the latest market report published by the company titled ‘Thermal Insulation Coating Market: Global Industry Analysis and Forecast, 2017– 2026,’ the global Thermal Insulation Coating Market is projected to

Tannin Market Comprehensive Analysis on Key Player - Forestal Mimosa, Tannin Cor …

Polaris Market Research presents a most up-to-date research on “Tannin Market [By Product Type (Hydrolysable, Non-Hydrolysable, Phlorotannins); By Application (Leather Tanning, Wood Adhesives, Wine Production, Others); By Region]: Market Size & Forecast, 2017 – 2026”. The global Tannin Market was valued at USD 2,040 million in 2017, and is projected to reach USD 3,755 Million by 2026, growing at a CAGR of 7.1% from 2018 to 2026. Request for a sample of

Strapping Machine Market Brief Analysis By Top Key Players - Samuel Strapping Sy …

According to the latest market report published by the company titled ‘Strapping Machine Market: Global Industry Analysis and Forecast, 2017 – 2026,’ the global Strapping Machine Market is projected to reach US$ 6,991 Mn by the end of 2026 and grow at a CAGR of 5.2% during the forecast period. Major key players- • Mosca GmbH • Samuel Strapping Systems • MJ Maillis S.A. • Transpak Equipment Corp. • Signode Packaging Systems Corporation • Strapex Group • Polychem Corporation • Dynaric Inc. • Messersi Packaging S.r.l. • Fromm Holdings AG • Australian Warehouse

2026 Projections: Energy Harvesting Equipment Market Report for Fujitsu Limited, …

The Global Energy Harvesting Equipment market generated $372 million in 2017 and is anticipated to grow at a CAGR of 11.4% during the forecast period. Energy Harvesting Equipment uses electrical energy present in the environment to power various circuits and appliances. Energy harvesting equipment is used to power electronics at locations with no conventional power sources, and in applications in remote locations, underwater, and other difficult-to-access locations. Some applications of energy

Protective Textile Market Comprehensive Analysis on Key Player - Ansell Limited, …

Polaris Market Research presents a most up-to-date research on “Protective Textile Market [By Material (Aramid & Blends, Polyamide, Laminated Polyesters, Cotton Fibers, Polyolefin & Blends, Others); By Application (Mechanical, Thermal, Electrical, Chemical, Radiation, Others); By End-User (Defense, Manufacturing and Construction, Mining, Oil and Gas, Space Exploration, Healthcare, Emergency Services, Others); By Region]: Market Size & Forecast, 2017 – 2026”. The global Protective Textile Market was valued at USD 6,024.2 million in

Smart Locks Market Brief Analysis By Top Key Players - Yale, Schlage, Haven, Wei …

Polaris Market Research presents a most up-to-date research on “Smart Locks Market [By Product Outlook (Lever Handle, Padlock, Deadbolt, Others); By End-Use Outlook (Home, Commercial, Hospitality, Government, Others), By Regions]: Market Size & Forecast, 2017 – 2026”. The global Smart Locks Market was valued at USD 481.1 million in 2017, and is projected to reach USD 6.1 Billion by 2026, growing at a CAGR of 33.2% during the forecast period. Request for

3D Machine Vision Market Comprehensive Analysis on Key Player - ISRA Vision AG, …

According to the latest market report published by the company titled ‘3D Machine Vision Market: Global Industry Analysis and Forecast, 2018 – 2026,’ the global 3D Machine Vision Market generated USD 1.6 billion in 2017 and is anticipated to grow at a CAGR of than 12.3% during the forecast period. Request for a sample of this research report @ http://bit.ly/2yLPiED 3D machine vision is the use of technologies for three-dimensional measurement and

Advanced Driver Assistance Systems (ADAS) Market Report 2018 Global Industry Ana …

The study on the global market for Global Advanced Driver Assistance Systems (ADAS) has evaluated the historical and current performance of this market, especially highlighting the key trends and growth opportunities. According to the study, the rising demand for this product is driving the global market for Global Advanced Driver Assistance Systems (ADAS) significantly. The expansion in the various related industry is also expected to reflect positively on the sales

Electric Transporters Market Business Segmentation by Revenue, Market Landscape, …

The global electric transporters market is anticipated to reach USD 69.5 billion by 2026 according to a new study published by Polaris Market Research. Electric transporters that include all types of e-vehicles are the primary trend within the automobile industry. These products boost the energy efficiency, require no direct fuel combustion and rely completely on the most diversified energy source carrier (electricity) which contributes to a wide range of transport

Iot Microcontroller Market Brief Analysis By Top Key Players - Infineon Technolo …

According to the latest market report published by the company titled ‘Iot Microcontroller Market: Global Industry Analysis and Forecast, 2018 – 2026,’ the global Iot Microcontroller Market is generated $2,255 million in 2017 and is anticipated to grow at a CAGR of 9.7% during the forecast period. Request for a sample of this research report @ http://bit.ly/2yRw6p0 IoT microcontrollers enable connectivity and control of devices that are connected to the internet. Microcontrollers

Growth of Electric Vehicles (EV) Market Forecast to 2026 in a Newly Released Rep …

The Global Electric Vehicles (EV) Market analysis mainly introduces the changing market dynamics in terms of covering all details inside analysis and opinion, volume and value market share by players, by regions, by product type, by consumers and their price change details, cost/revenue structure. Additionally, the analysis of Global Electric Vehicles (EV) Industry offers a detailed breakdown of key market growth drivers and limitation along with impact analysis of the

Intelligent Building Automation Technologies Market Comprehensive Analysis on Ke …

According to the latest market report published by the company titled ‘Intelligent Building Automation Technologies Market: Global Industry Analysis and Forecast, 2018 – 2026,’ the global Intelligent Building Automation Technologies Market generated $61.2 billion in 2017 and is anticipated to grow at a CAGR of 7.7% during the forecast period. Request for a sample of this research report @ http://bit.ly/2yIYqd6 The intelligent building automation technology controls building operations to offer improved efficiency

Mountain Bike Market Size Estimated to Grow At a CAGR of 10.3% From 2018 to 2026 …

Global Mountain Bike Market report 2026 focuses on the major Types and Applications for the key players. Global Mountain Bike market research report also provides analysis of the market share, segmentation, revenue forecasts and geographic regions of the market. The Global Mountain Bike market research report is a professional and in-depth study on the current state Global Mountain Bike Industry. Mountain bikes are bicycles designed for off-roading and high-performance cycling. Mountain bikes

Electric Power Distribution Automation Systems Market Brief Analysis By Top Key …

According to the latest market report published by the company titled ‘Electric Power Distribution Automation Systems Market: Global Industry Analysis and Forecast, 2018 – 2026,’ the global Electric Power Distribution Automation Systems Market generated $14.6 billion in 2017 and is anticipated to grow at a CAGR of 5.8% during the forecast period. Request for a sample of this research report @ http://bit.ly/2yMiwDr The electrical power distribution automation system consists of a series

All-Terrain Vehicle (ATV) and Utility Task Vehicle (UTV) Market Key Players 2018 …

The purpose of the Global All-Terrain Vehicle (ATV) and Utility Task Vehicle (UTV) Market report is to support beginner as well as existing players in gaining insightful business intelligence and make appropriate decisions based on it. Global All-Terrain Vehicle (ATV) and Utility Task Vehicle (UTV) market report also covers geographical analysis of the market with growth forecast till 2026. The global ATV and UTV market generated $9.2 billion in 2017 and

Virus Filtration Market to Reach USD 6 billion at a CAGR of 13.1% during 2018 to …

Viruses are minute micro-organisms which are visible under compound microscope. Viruses are transmittable and have capability to replicate themselves inside the living organism’s body. Viruses contaminate all the life forms, such as microbes, animals, and plants, which includes bacteria as well as archaea. It is the important procedure for removal of virus particles. This filtration is an operative virus removal tool for manufacturing biological products with welfares of the modest

Automatic Emergency Braking Market Brief Analysis By Top Key Players - ZF Friedr …

According to the latest market report published by the company titled ‘Automatic Emergency Braking Market: Global Industry Analysis and Forecast, 2018 – 2026,’ the global Automatic Emergency Braking Market generated 8,870 thousand units in 2017 and is anticipated to grow at a CAGR of 25.2% during the forecast period Request for a sample of this research report @ http://bit.ly/2yNdbMe Automatic Emergency Braking (AEB) systems are integrated in cars for detection of an

Precision Farming Market with Regional Outlook, Competitive Strategies and Techn …

According to a new study published by Polaris Market Research the Precision Farming Market is anticipated to reach over USD 13,016 million by 2026. In 2017, the yield monitoring application dominated the global market, in terms of revenue. North America is expected to be the leading contributor to the market revenue during the forecast period. There has been an increasing adoption of precision farming across the world owing to growing

Kitchen Appliances Market by Sales, Revenue, Gross Margin with Import, Export an …

According to a new report published by Polaris Market Research the Kitchen Appliances Market is anticipated to reach USD 340.9 billion by 2026. In 2017, the refrigerator segment dominated the global market, in terms of revenue. North America is expected to be the leading contributor to the global market revenue during the forecast period. Request for Sample Copy of this research report @ http://bit.ly/2yQYuYG The changing lifestyles and hectic schedules of the working

P&G (Procter & Gamble) Chemicals: Expected Growth in Fatty Acid Esters Market Fr …

Global Fatty Acid Esters Market is expected to grow from USD 1.23 billion in 2017 to USD 1.68 billion by 2026, at a CAGR of 3.5% during the forecast period. Increasing demand for different derivatives of fatty acid esters in wide range of end-use industries is expected to further augment its current demand over the forecast period. These products owing to their natural ability to stabilize emulsions are among the most

Engineering Services Outsourcing Market Research Report includes Future Prospect …

According to a new report published by Polaris Market Research the Engineering Services Outsourcing Market is anticipated to reach more than USD 1.96 trillion by 2026 and is expected to grow at a CAGR of 33.9% during the forecast period. The major factors which are driving Engineering Services Outsourcing Market is the access to low cost highly skilled resources which can work towards complex tasks of not only designing and testing

Battery Management System Market Research Analysis with Incredible Growth Possib …

According to a new study published by Polaris Market Research the Battery Management System Market is anticipated to reach USD 14,422 million by 2026. In 2017, the lead-acid batteries dominated the global market, in terms of revenue. The rising demand of Battery Management System from the automotive sector primarily drives the growth of this market. These systems are increasingly being adopted across various industries such as aerospace and defense, healthcare, and

Growth of Fast Curing Nitrile Butadiene Rubber Market Forecast to 2026 in a Newl …

The Global Fast Curing Nitrile Butadiene Rubber Market was valued at USD 678 million in 2017 and is anticipated to grow at a CAGR of 4.7% during the forecast period. Fast curing nitrile butadiene rubber is majorly used in aeronautical applications owing to its ability to withstand a wide range of temperatures. It also offers other properties such as high oil resistance, improved performance, high compression modulus, and high sealing force

Global Agricultural Robots Market Brief Analysis By Top Key Players - Croda Inte …

Agricultural Robots are used for automation of farming procedures to improve profits and reduce overhead costs. These robots are designed to perform repetitive tasks on farms to deliver enhanced outputs as compared to manual operations. Drones, ground-based sensors, automatic milking systems (AMS), air & soil sensors, livestock biometrics, and smartphone-enabled automated systems are used to increase production capabilities in the agriculture sector. Automated tractors and sprayers are used for various

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