AI in Healthcare Market : The software segment is projected to account for the largest share of market

 

According to the new market research report "Artificial Intelligence in Healthcare Market by Offering (Hardware, Software, Services), Technology (Machine Learning, NLP, Context-aware Computing, Computer Vision), Application, End User and Geography - Global Forecast to 2027", is projected to grow from USD 6.9 billion in 2021 to USD 67.4 billion by 2027, it is expected to grow at a CAGR of 46.2% from 2021 to 2027.

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The key factors fueling the growth of the market include market influx of large and complex healthcare datasets, growing need to reduce healthcare costs, improving computing power and declining hardware cost,  rising number of partnerships and collaborations among different domains in healthcare sector, and surging need for improvised healthcare services due to imbalance between health workforce and patients. Additionally, growing potential of AI-based tools for elderly care, increasing focus on developing human-aware AI systems, and rising potential of AI technology in genomics, drug discovery, and imaging & diagnostics to fight COVID-19 is expected to create a growth opportunity for the artificial intelligence in healthcare market.

The software segment is projected to account for the largest share of the artificial intelligence in healthcare market during the forecast period.

Many companies are developing software solutions for various healthcare applications; this is the key factor complementing the growth of the software segment. Strong demand among software developers (especially in medical centers and universities) and widening applications of AI in the healthcare sector are among the prime factors complementing the growth of the AI platform within the software segment. Google AI Platform, TensorFlow, Microsoft Azure, Premonition, Watson Studio, Lumiata, and Infrrd are some of the top AI platforms.

The market for machine learning segment is expected to grow at the highest CAGR during the forecast period

The increasing adoption of machine learning technology (especially deep learning) in various healthcare applications such as inpatient monitoring & hospital management, drug discovery, medical imaging & diagnostics, and cybersecurity is driving the adoption of machine learning technology in the AI in healthcare market.

The medical imaging & diagnostics segment is expected to grow at the highest CAGR of the artificial intelligence in healthcare market during the forecast period.

The high growth of the medical imaging and diagnostics segment can be attributed to factors such as the presence of a large volume of imaging data, advantages offered by AI systems to radiologists in diagnosis and treatment management, and the influx of a large number of startups in this segment.

North America region is expected to hold the largest share of artificial intelligence in healthcare market during the forecast period.

Increasing adoption of AI technology across the continuum of care, especially in the US, and high healthcare spending combined with the onset of COVID-19 pandemic accelerating the adoption of AI in hospital and clinics across the region are the major factors driving the growth of the North American market.

 The key players operating in the artificial intelligence in healthcare market include Intel (US), Koninklijke Philips (Netherlands), Microsoft (US), IBM (US), and Siemens Healthineers (Germany).

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Infrared Detector Market with COVID-19 Impact Analysis worth $619 million by 2026

 

According to the new market research report "Infrared detector Market with COVID-19 Impact Analysis by type (MCT, INGaas, Pyroelectric, Thermopile, microbolometer), Technology (Cooled and Uncooled ), Wavelength (NIR & SWIR, MWIR, LWIR), Application, Vertical and Geography - Global Forecast to 2026", The overall Infrared detector market is expected to grow from USD 446 million in 2021 to USD 619 million by 2026, at a CAGR of 6.8%. An infrared detector is an electronic device used to detect infrared radiation by sensing the surrounding environment. Infrared detectors can sense infrared spectrum ranging from wavelengths 0.7 ìm to 1 ìm. Various types of infrared detectors are available in the market, e.g., mercury cadmium telluride (MCT/HgCdTe), indium gallium arsenide (InGaAs), microbolometer, pyroelectric, and thermopile infrared detectors. They find applications in people & motion sensing, temperature measurement, security & surveillance, gas & fire detection, and spectroscopy & biomedical imaging in the industrial and nonindustrial verticals.

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A few key infrared detector market players are Excelitas Technologies (US), Hamamatsu Photonics (Japan), Murata Manufacturing (Japan), FLIR Systems, Inc. (US), Texas Instruments (US), Nippon Ceramic (Japan), Omron Corporation (Japan), and Lynred (France).

Pyroelectric segment to hold the largest share of the Infrared detector market, by type, in 2021

This segment is expected to hold its dominating position during the forecast period. People and motion sensing is the key application area of pyroelectric infrared detectors. Every object or substance emits some radiant energy, known as infrared radiation, which can be detected by infrared detectors. Pyroelectric infrared detectors use passive infrared (PIR) technology, which can detect the amount of infrared radiation radiated from an object/substance. These detectors can also identify the changes in the amount of radiation, which depends on the change in temperature of the object. Passive infrared detector devices do not generate or radiate any energy for detection. PIR-based motion detectors are used to sense the movement of people, animals, objects, and substances. Excelitas Technologies (US), Nippon Ceramic (Japan), and Murata Manufacturing (Japan) are some of the key manufacturers of pyroelectric infrared detectors.

The market for people and motion sensing application to grow at the highest CAGR during the forecast period

Infrared detectors are used in people and motion sensing applications for detecting the movement of an object or human beings. People and motion sensing devices are widely used in retail stores, stadiums, shopping malls, and museums for counting the number of people entering and leaving the particular space and observing their movements. Besides, these detectors are also increasingly being used in commercial and residential infrastructure for building automation and increasing safety. For instance, infrared sensors are being used in smart lighting systems for presence detection, which enables the lights to be switched on and off automatically after detecting the presence of any living being. Another example of the application of infrared detectors in buildings is their use in security systems. Security systems use infrared detectors or sensors to identify thieves and robbers. Infrared detectors are fixed on the side of windows. These detectors raise the alarm when a person is detected at the window. A pulse is transmitted by the infrared detector, which is transferred to the alarm system to raise the alert. Passive infrared sensors (PIR), also known as pyroelectric sensors, are commonly used for people and motion sensing application. Automotive is another emerging segment where infrared detectors are used for people detection.

North America to hold the largest share of Infrared detector market by 2021

The infrared detector market in North America has been further classified into the US, Canada, and Mexico. The regional market growth is dominated by major companies such as Excelitas Technologies (US), Texas Instruments (US), Honeywell International (US), and FLIR Systems (US). These companies are striving to expand their presence in emerging markets such as APAC. Prominent companies in the infrared detector market are also acquiring, collaborating, and partnering with companies from various industries such as automotive and military & defense to broaden their product portfolio and expand their presence. For instance, in October 2019, FLIR Systems (US) partnered with Veoneer (US), a tier-one automotive supplier, to provide thermal sensing technology for use in Veoneer’s self-driving cars.

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AFM segment to account for the largest share of the atomic force microscopy market in 2021

 

According to a research report "Atomic Force Microscopy Market with COVID-19 Impact Analysis, Offering, Grade (Industrial, Research), Application (Material Science, Life Sciences, Semiconductors and Electronics, Academics), and Region - Global Forecast to 2026" published by MarketsandMarkets, the atomic force microscopy market is projected to grow from USD 489 million in 2021 to USD 631 million by 2026; it is expected to grow at a CAGR of 5.2% during the forecast period. The applications of atomic force microscopy include materials science, life sciences, semiconductors and electronics, academics, and others (that include solar cells, geoscience, forensic science, and food technology). The market growth can primarily be attributed to committed support from several governments to promote nanotechnology and nanoscience research and development, and high demand for 3D ICs from the semiconductor and electronics industry.

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AFM segment to account for the largest share of the atomic force microscopy market in 2021

In terms of value, the AFM segment is expected to hold a dominant share of the market in 2021 and is also expected to register the highest CAGR during the forecast period. This is primarily because AFMs are much more expensive than probes and cost no less than USD 100,000 (ASP of some AFMs even exceed USD 500,000). An atomic force microscope is one of the most versatile and dominant equipment for studying samples beyond nanoscales. It is versatile because it can obtain three-dimensional topography, and it also meets the requirements of scientists and engineers by offering measurements for several types of surfaces.

Industrial grade AFM to register higher share in the AFM market during the forecast period

The industrial grade atomic force microscopy market is expected to hold the larger share as well as grow at a higher CAGR during the forecast period. This is because industrial grade AFM are more in demand owing to their high precision in detecting and visualizing even the smallest surface structures compared to research grade AFM. Industrial AFM are used by original equipment manufacturers (OEMs) and suppliers in the automobile, semiconductor, and nanotechnology-based industries to fabricate nanoscale imaging instruments that find applications in pathology and clinical research.

Material science segment to register the highest share for atomic force microscopy market in 2021

The material science segment is expected to hold the largest market share throughout the forecast period. For materials science research, AFM acts as a powerful tool as it deals with the discovery and design of new materials, including polymers, metals, alloys, ceramics, and biomaterials. The semiconductors and electronics segment is expected to grow at the highest CAGR during the forecast period. Atomic force microscopy can assist in the nanometer-scale characterization of semiconductor materials and devices. It also provides feedback for both electrical failure analysis and physical failure analysis, as well as tribological, mechanical, and interfacial analysis of devices, which is becoming an important metric for quality control.

The emergence of the global COVID-19 pandemic has affected the atomic force microscopy market. Most end-use applications using AFMs have been affected by this crisis. For instance, life sciences applications exhibited the highest growth from 2019 to 2020 in light of the ongoing pandemic while the semiconductor and electronics application segment witnessed a significant decline from 2019 to 2020. However, it is expected that the life sciences application will return to normal growth levels while semiconductor and electronics segment will showcase the highest growth during the forecast period as the impact of the pandemic starts minimizing.

Market in APAC estimated to have the largest share during the forecast period

APAC is likely to dominate the market during the forecast period. Component suppliers in APAC provide opportunities to key players to outsource their microscopy products as a cost-saving strategy. Major market players are outsourcing the production process of their microscopes to local manufacturers in emerging markets in APAC. These local manufacturers provide equipment, facilities, and labor at a lower cost, thereby offering high returns on investments to manufacturers and lowering the production costs of atomic force microscopes. Moreover, growing R&D funding for the development of microscopes, increasing nanotechnology research, and growing expertise and academic excellence, along with the availability of nanomaterials at a lower cost, are other factors supporting the market growth.

Major vendors in the atomic force microscopy market include Bruker (US), Park Systems (South Korea), Oxford Instruments (UK), Horiba (Japan), Hitachi High-Tech (Japan), Nanosurf (Switzerland), WITec (Germany), NT-MDT Spectrum Instruments (Russia), NanoMagnetics Instruments (UK), Nanonics Imaging (Israel), AFM Workshop (US), Attocube Systems (Germany), Anton Paar (Austria), Semilab (Budapest), Concept Scientific Instruments (France), Nano Scan Technologies (Russia), RHK Technologies (US), GETec Microscopy (Austria), Advanced Technologies Center (Russia), Nanoscience Instruments (US), Anfatec Instruments (Germany), Integrated Circuit Scanning Probe Instruments Corporation (Canada), Tokyo Instruments (Japan), and Molecular Vista (US).

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Neuromorphic Computing Market : Software is projected to witness the highest growth in forecast period

 

According to a research report "Neuromorphic Computing Market With Covid-19 Impact by Offering, Deployment, Application (Image Recognition, Signal Recognition, Data Mining), Vertical (Aerospace, Military, & Defense, Automotive, Medical) and Geography - Global Forecast to 2026" published by MarketsandMarkets, the neuromorphic computing market is expected to be valued at USD 22,743 thousand in 2021 and is projected to reach USD 550,593 thousand by 2026; it is anticipated to grow at a CAGR of 89.1% during the forecast period (2021–2026).

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The major factors driving the growth of the neuromorphic computing market are need for better performing ICs, increase in demand for artificial intelligence and machine learning, and increasing number of cross-industry partnerships and collaborations. However, several factors, such as lack of knowledge about neuromorphic computing and complex algorithms increasing complexity of designing hardware of neuromorphic chips are hindering the growth of neuromorphic computing market. Moreover, matching a human’s flexibility and ability to learn from unstructured stimuli data can act as a key challenge in the market during the forecast period.

Software is projected to witness the highest CAGR for the forecast period

Hardware are expected to hold a major share during the forecast period. The emergence of neuromorphic chips as a potential replacement for Von Neumann architecture, wherein they have separate units for storing information, and processing it sequentially limits memory usage, power consumption, and speed is expected to be the major driver for its growth during the initial years of commercialization. While the increasing adoption of software in industries such as aerospace & defense, IT & telecom, and medical would drive the growth of the market for neuromorphic computing software during the forecast period to register a higher CAGR.

Image Recognition to account for largest share of neuromorphic computing market during forecast period

Image Recognition is expected to witness rapid growth in the overall neuromorphic computing market. Aerospace, military & defense is the largest industrial user segment for image recognition, where it is used for surveillance and security, tracking, and targeting, and in drones. The growth of the image recognition segment is expected to be driven by the increasing adoption of drones and UAVs. Video monitoring and machine vision are the major uses driving the growth of the market for image recognition.

Edge Computing will have highest growth in coming years

The edge computing segment is expected to account for a 95% share of the overall neuromorphic computing market by 2026. The high growth of edge computing is attributed to its increasing use in applications such as responsive voice control for vehicles, full-body gesture recognition for touchless interfaces, and on-board intelligence for assistive robotics. Neuromorphic computing at edge is also apt for low-power and low-latency applications, and on-device adaptation.

Aerospace, Military, & Defense vertical is expected to hold the largest share in 2026

Neuromorphic computing can process information faster than any other processor; this helps the military & defense industry in processing sensitive data such as battlefield data, including weapons and resources management. Increasing requirement for testing and transmitting signals to securely code and transmit data from one end to another to reduce the threat of security issues is another factor driving the growth of the neuromorphic computing market for the aerospace, military & defense industry.

APAC is attributed to grow at the highest CAGR in the neuromorphic computing market during the forecast period (2021-2026)

APAC is expected to hold the second-largest share of ~37% of the global neuromorphic computing market in 2021. Countries such as China, Japan, and South Korea are expected to be the major contributors to the neuromorphic computing market in APAC. China is the largest market for AI, followed by Japan, in APAC; this makes the country an attractive market for neuromorphic computing for machine learning and NLP applications. While North America is expected to hold the largest share of ~40% of the global neuromorphic computing market in 2021. Extensive awareness about the benefits of neuromorphic computing in industries such as aerospace, military & defense and medical is a major driver for the dominance of this region. The US, being the leading adopter of artificial intelligence for machine learning, natural language processing (NLP), image processing, and speech recognition across industries such as medical and automotive, is driving the growth of the neuromorphic computing market in North America.

Key Market Players

The neuromorphic computing market was dominated by Intel Corp. (US), IBM Corporation (US), BrainChip Holdings Ltd. (US), Qualcomm (US) and HP Enterprise (US).

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COVID-19 impact on the NDT and inspection market by 2025

 

The report "NDT and Inspection Market with COVID-19 Impact by Technique (Visual Testing, Magnetic Particle, Liquid Penetrant, Eddy-Current, Ultrasonic, Radiographic, Acoustic Emission), Method, Service, Vertical, and Region - Global Forecast to 2025", size is estimated to grow from USD 8.4 billion in 2020 to USD 11.7 billion by 2025, growing at a CAGR of 7.0%. Stringent government regulations regarding public safety & product quality and continuous advances in electronics, automation, and robotics are among a few major factors driving the NDT and inspection markets growth. The high adoption of IoT devices and rising need to assess aging assets health also propel the development of the NDT and inspection market.

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“The ultrasonic testing (UT) technique to hold the largest share of the NDT and inspection market in 2019”

Ultrasonic testing is expected to account for the largest market share in 2019. It is presently the most popular NDT technique owing to its ability to identify defects and determine their severity accurately. Some advanced techniques such as ultrasonic immersion testing and guided-wave ultrasonic testing can also be used for critical applications in the oil & gas and aerospace industries. Ultrasonic testing has evolved considerably over the last few decades and is the most important NDT technique for identifying and quantifying surface and subsurface defects. Ultrasonic NDT inspection can be conducted by using a wide range of methods, a few of which are manual and cost-effective, while others need advanced automated equipment for determining faults in critical applications. This technique can also be deployed to inspect objects that are not easily accessible through direct contact, such as inspecting the piping system buried under the earths surface.

The market for the manufacturing vertical expected to grow at the highest CAGR during the forecast period

The manufacturing sector is expected to be the fastest-growing vertical in the NDT and inspection market from 2020 to 2025. This sector is receiving a boost from emerging markets such as China, India, and South Africa due to their growing manufacturing and industrial base. The NDT and inspection technique is widely used in manufacturing to ensure the integrity of components produced. This technique is primarily employed for preventive maintenance and failure analysis and the post-care of the damages.

North America expected to hold the largest market share during the forecast period

North America is expected to hold the largest share of the overall NDT and inspection market by 2025. The rapid growth of automotive, power generation, oil & gas, and aerospace & defense industries in the region are the major reason for the growing adoption of NDT equipment and rising demand for related services in North America.

General Electric (US), Olympus Corporation (Japan), MISTRAS Group (US), Nikon Metrology (Belgium), and Ashtead Technology (Scotland), YXLON International (Germany), Sonatest (UK), Zetec, Inc. (US), T.D. Williamson Inc. (US), Bosello High Technology Srl (Italy), Eddyfi (Canada), and Magnaflux (US), Fischer Technology Inc. (US), Cygnus Instruments Ltd. (UK), NDT Global GmBH (Germany), Acuren (US), and LynX Inspection (Canada) are the key players in the market.

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SCADA Market : Increasing adoption of Industry 4.0 across both manufacturing and process industries

 

According to the new market research report "SCADA Market with COVID-19 Impact by Offering (Hardware, Software, Services), Component (Programmable Logic Controller, Remote Terminal Unit, Human‒Machine Interface, Communication System), End User, and Region - Global Forecast to 2026", the global SCADA market size was valued at USD 9.2 billion in 2021 and is projected to reach USD 13.2 billion by 2026; it is expected to grow at a CAGR of 7.6% from 2021 to 2026. The key factors fueling the growth of this market include increased adoption of Industry 4.0 solutions using SCADA systems, high demand for industrial mobility solutions for efficient management of process industry, and use of software platforms such as IoT and artificial intelligence.

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COVID-19 impact on the SCADA market

COVID-19 is an infectious disease caused by the novel coronavirus. Largely unknown before this outbreak across the world, COVID-19 has moved from a regional crisis to a global pandemic in just a matter of a few weeks. The World Health Organization (WHO) declared COVID-19 as a pandemic on March 11, 2020.

COVID-19 has impacted almost all the industries across the world by disrupting supply chains and hindering various industrial operations. Most companies have halted their manufacturing activities or have reduced it to the bare minimum. COVID-19-responsive measures undertaken by governments, such as lockdown and social distancing, led to the closure of manufacturing and processing plants in the initial stage of the pandemic. With very few industrial operations allowed, the demand for various input products in the industrial sector has declined significantly. The aforementioned factors seem imperative to affect the market for SCADA as very few new SCADA systems are expected to be deployed by these industries during the ongoing crisis.

Driver: Increasing adoption of Industry 4.0 across both manufacturing and process industries

The rising importance of real-time data to perform process analysis and predictive maintenance in industrial environments and the growing demand for industrial robots are the major factors that drive the adoption of Industry 4.0. With Industry 4.0, most industrial processes and systems can be automated, allowing production units to operate round the clock. It also eliminates the human errors associated with production processes. Industry 4.0 is an integration of cyber-physical systems, IoT, and cloud computing.

Restraint: Continuous decline in oil prices

Oil and gas prices have been declining globally since 2011. With this decline, oil and gas companies have experienced a dip in revenue, profits, and operating margins. This has led to a decline in capital investments toward infrastructure projects. Process automation is a part of infrastructure projects such as new pipeline construction, exploration of hydrocarbons, or development of new refineries. Hence, the decline in capital investments affects the overall process automation and instrumentation ecosystem.

Opportunity: Growing number of developments in wireless sensor networks and their adoption in SCADA

A wireless network integrated with distributed autonomous devices consisting of sensors to monitor physical or environmental conditions is known as a wireless sensor network (WSN). WSNs are used in various industries, such as oil & gas, pharmaceuticals, and water & wastewater treatment. Oil & gas plants are generally located in remote areas with rough environmental conditions. In an oil & gas plant, tanks, compressors, generators, and separators are monitored, managed, and controlled by a SCADA system with the help of sensors deployed in a WSN. The use of a WSN reduces the costs associated with implementing a sensor network and communication system.

Challenge: Vulnerability to cyberattacks

Cyberattacks are among the primary issues to be addressed while developing a sensor-based network to monitor and control critical infrastructures. As SCADA systems comprise a network of sensors, mainframe computers, communication systems, and storage systems, they are vulnerable to cyberattacks. SCADA systems manage the operational aspects of critical infrastructure by using logical processes and physical operations. Failure of these systems can affect an organization, a community, and subsequently an economy.

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UV Disinfection Equipment : Key Industry Insights and Opportunities

 

The report "UV Disinfection Equipment Market with COVID-19 Impact Analysis by Component (UV Lamps, Reactor Chambers), Power Rating (High, medium, low), Application (Water and Wastewater, Surface), End-user (Municipal, Residential), Geography - Global Forecast to 2026", size is projected to reach USD 9.2 billion by 2026 from an estimated USD 4.8 billion in 2021, at a CAGR of 14.0% from 2021 to 2026. The increasing demand for UV disinfection equipment to combat COVID-19 pandemic is among the factors driving the growth of the UV disinfection equipment market.

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key players : Xylem Inc. (US), Trojan Technologies (Canada), Halma Group (UK), Kuraray Co., Ltd. (Japan), Atlantic Ultraviolet Corporation (US), Evoqua Water Technologies LLC (US), Advanced UV, Inc. (US), American Ultraviolet (US), Atlantium Technologies Ltd. (Israel), and Hoenle AG (Germany),  are some of the key players in the UV disinfection equipment market.

UV lamps segment to projected to register the highest CAGR between 2021 to 2026

The UV lamps segment is expected to register the highest CAGR during the forecast period. UV disinfection equipment can employ single or multiple UV lamps depending on the function of the equipment. The decreased operating cost of UV disinfection equipment due to the adoption of UV LED has fueled the growth of the market.

High-power UV disinfection equipment segment held the largest share of the market in 2020

In 2020, high-power UV disinfection equipment held the largest share of the UV disinfection equipment market. Market growth can be attributed to the huge demand for high-power UV disinfection equipment from municipal corporations. These equipment are suitable for municipal water and wastewater treatment applications as they can be used for disinfecting large amounts of water in less time.

By application, water and wastewater disinfection application is projected to grow at highest CAGR during forecast period

The UV disinfection equipment market for water and wastewater disinfection application is projected to record the highest CAGR during the forecast period. Market growth can be attributed to the rising concern regarding water and wastewater treatment among governments across the world. Also, regulations are imposed on wastewater discharge in the large water bodies by the government of different countries across the world.

By end user, municipal segment is projected to grow at highest CAGR during forecast period

The municipal segment is expected to witness the highest CAGR during the forecast period. The surging demand for water and wastewater disinfection in this sector is primarily responsible for the market growth. The increasing concern toward preserving natural resources by using an environmentally friendly disinfection solution for the treatment of water and wastewater in rivers and natural springs is among the main reasons driving the growth of the UV disinfection equipment market in the municipal segment.

By region, APAC UV disinfection equipment market estimated to grow at highest CAGR throughout the forecast period

The UV disinfection equipment market in APAC is projected to grow at the highest CAGR during the forecast period. Successful projects such as the Clean Ganga project in APAC are contributing to the growth of the market in the region. Moreover, the high adoption rate of UV technology in countries such as China, Japan, South Korea, and India, along with the increasing number of startups dealing in UV technology, drives the growth of the UV disinfection equipment market in APAC.

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