Use of artificial intelligence (AI) technologies such as machine learning, natural language processing, computer vision, and context awareness computing improves efficiency of several activities that fall under the aerospace domain such as flight operations, better customer service, predictive aircraft maintenance, and manufacturing of aircraft components. The aerospace industry is in its initial phase of adoption of AI. The aerospace sector is witnessing increase in number of applications and more disruptive AI models are expected to be developed over years. Artificial intelligence is anticipated to play an important role in minimizing design process duration, prototyping, manufacturing, cutting costs, and is projected to result in numerous enhancements in the aerospace industry in the future.

Acrylic resin is used in applications such as painting, coatings, and sealing to protect surfaces of buildings, automotive, electronics, and consumer goods from environmental hazards. The report focuses on various solvent-based and water-based acrylic resins and their applications in end-use industries, which include building & construction, automotive, and consumer goods. Moreover, the report analyzes current market trends of acrylic resins in different regions and suggests future growth opportunities by analyzing government regulations & policies.

Garden hand tools have supported people in their gardening activities over the last few generations. The garden hand tool category of gardening tools consists of power tools and water equipment. The global demand for garden hand tools was estimated at about $17.28 billion in 2020 and is expected to hit a value of $21.53 billion at a CAGR of 3.73% by 2026. The effective utilization of hand tools requires a proper study about the tool for the specific work to be carried out to improve productivity and reduce the margin of error. Lack of knowledge or negligence can lead to injuries. Moreover, proper usage and storage of the tools to avoid rusting are crucial. Digging, striking, and cutting functions require optimum input from the hand tools despite the dominance of other tool categories. Spades, shovels, pruners, augers, cultivators, shears, gardening forks, hoes, and saws are found in the basic tool kits of professional gardeners, horticulturists, and home gardeners today, signifying the momentum of hand tools.

Cordless vacuum cleaners are electrical appliances that are designed to make the cleaning task more convenient. These vacuum cleaners contribute to increased productivity and save around 50% of the time over manual cleaning. Users no longer struggle with the tangled cord of corded vacuum cleaners, finding power sockets, and changing the socket when the cord does not reach. The cordless vacuum cleaner market is currently growing at a brisk pace considering the current focus of people on cleanliness. North America and Europe are contributing to a larger share of the market, whereas APAC is observing a higher growth rate due to a rise in disposable income, health awareness, etc. Also, adding to the rising trend in APAC, China is the major production base for vacuum cleaners, and vendors are setting up joint ventures in China due to the presence of large numbers of OEMs and ODMs.

Milling is a method of removing excessive or unwanted material from any metal or other objects using rotary cutter. It helps to give the workpiece desired shapes and sizes. The process is performed using milling machines that are either manually controlled or automated or both. In the automatic or semi-automatic type, the operator of the machine programs the machine to perform milling operations automatically. A CNC (computer numerical control) milling machine is a variant of milling machine. The CNC milling machine offers a wide range of procedures that can be used in a variety of end-users industries. Automotive, aerospace, electrical and electronics industries are the major end-users of CNC milling machines owing to the high requirement for precise equipment. Several players in end-user industries are shifting toward automation, which, in turn, has propelled the demand for CNC milling machines. These machines require less human intervention and enable endusers to increase production efficiency and eliminate errors. Therefore, several endusers have switched to autonomous machines and hence the demand for CNC milling machines has increased in recent years.

The earth’s atmosphere has an abundance of components that play a key role in geological processes and other chemical reactions. The most abundant components on the planet include hydrogen, nitrogen, and oxygen. Hydrogen is the third most abundant component after silicon and oxygen and plays an essential role in the sustainability of life on the planet. Hydrogen is used as a reagent in several industrial sectors such as chemicals, electronics, metallurgy, and textile fiber manufacturing. Also, hydrogen is known to have the lowest impact on the environment and is used in power generation and transportation applications.

Chemical or bio-fogging has been prevalent in the market for decades and plays a crucial role in sanitation and disinfection. The progression made in chemical treatment has propelled the growth of fogging machines in the recent past as well. Further, advancements in biocidal technology have helped bypass the challenges and health hazards posed by traditional chemicals and disinfectants. The significance associated with the cleanliness of the business environment has been a major concern for facility managers, where the attention has mostly been on periodic cleaning and disinfection services. Facility managers are also enhancing their capabilities to make the workplace safe and healthy for people.

A floor sealer is a chemical solution that is applied to the surface of various types of floors covering materials to preserve them from stains and damage. A seal is a substance that prevents staining agents from penetrating flooring by soaking into and sealing the pores found naturally in highly absorbent materials. A finish is a substance that coats the surface of the floor with an invisible protective layer that serves as a stain-resistant barrier. Floor sealers can be used in several ways: Initial Use Sealers: They are chemical substance that are applied to a newly built floor instantly. They are commonly used for porous materials such as cork, brick, sandstone, and other natural stone materials that are prone to deep set-in stains.

The accelerating pace of electric vehicle adoption has changed the EV ecosystem and has resulted in a challenging EV infrastructure over the past few years. During the forecast period, different scenarios or business models are important to consider and understand the factors that are beneficial or harmful to the EV ecosystem. The EV charging ecosystem depends on four main dimensions – technology, penetration of electric vehicles, regulatory environments, and customer expectation.

The escalator cleaning machine market has been witnessing consistent growth over the last few years, and the growth is expected to continue during the forecast period. The growth of automation and robotics in commercial cleaning is reshaping the market, with rising adoption in shopping centers, malls, airports, public utilities, and other high-traffic areas. This professional equipment provides highly efficient cleaning across all sectors. With the increasing adoption of automation, end-users are significantly using technology for cleaning. The use of escalator cleaning machines can greatly reduce the time and manual labor required for cleaning. Moreover, it reduces the downtime for escalators significantly.