Security, IoT Security
Article | July 13, 2023
Introduction
Automation, interconnectivity, machine-learning, and real-time data are part of Industry 4.0, a new phase in the Industrial Revolution. Industry 4.0, which includes IIoT and smart manufacturing, combines physical production and operations with smart digital technologies. It creates a more holistic and linked environment for manufacturing and supply chain management organizations.
In today's production environment, "automation" has a new, more advanced meaning than it has in the past. Industry 4.0 refers to the necessity of lean, efficient operations and the function of sustaining and improving production. In contrast, IIoT distinguishes manufacturing gadgets from consumer products that can connect wirelessly to internal networks and the internet.
IIoT Powering the Fourth Industrial Revolution
Manufacturing, logistics, oil and gas, transportation, mining, aviation, energy, and other industries use the IIoT. Its main goal is to improve operations, mainly through process automation and maintenance. IIoT capabilities improve asset performance and allow for improved maintenance management. The introduction of Industry 4.0 technologies marked a significant milestone in the human-machine relationship's history. I4.0 was first talked about in 2011. Since then, it has proliferated because of new technologies such as cyber-physical systems, IT/OT convergence, AI/ML, Blockchain, and AR/VR.
Data is at the heart of the Fourth Industrial Revolution. The growth of the Internet of Things (IoT) is one of the main reasons behind this. The IoT is making a significant contribution in making businesses smarter and improving their workflows. Moreover, more data is being made and used by connected devices than ever before, from the home to the factory.
In order to thrive in the fourth industrial revolution, businesses must embrace new technologies. The general structure of IIoT applications is defined by standards-based industrial system architectures such as the Industrial Internet Consortium's Reference Architecture. Sensors and IoT devices, IoT middleware platforms, IoT gateways, edge/cloud infrastructures, and analytics applications are all part of the stack.
The Future of the IIoT
The Industrial Internet of Things (IIoT) is primarily regarded as one of the most significant current and future trends influencing industrial companies.
To comply with new rules, industries are rushing to upgrade their systems, machinery, and equipment. This is necessary to keep up with market volatility and deal with disruptive technologies.
Safety, efficiency, and profitability have all improved dramatically in industries that have adopted IIoT. As IIoT technologies become more widely adopted, this tendency is projected to continue.
Conclusion
The fourth industrial revolution has drastically altered our perceptions of things in the workplace. At a rapid rate, capitalists are becoming more interested in sophisticated ideas.
The way forward is to embrace existing and emerging technology throughout fundamental operations to unleash more enticing possibilities. It emphasizes the importance of comprehending the impact collaborative ecosystems can have as well as how they will become a major differentiator for generating value with a better-trained workforce.
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IoT Security
Article | July 5, 2023
Artificial intelligence is becoming increasingly crucial in IoT applications and deployments. Over the past two years, investments and acquisitions in firms that combine AI and IoT have increased. IoT platform software from top suppliers now includes integrated AI features, including machine learning-based analytics.
When artificial intelligence is linked with the internet of things, we get Artificial Intelligence of Things (AIoT). The prime motive for combining AI and IoT is that, while IoT devices are used to gather data and send it to a cloud or other location where it can be stored using the internet, AI, which is regarded as the brain of AIoT, is what actually aids in decision-making and simulates how machines would act or react.
Other artificial intelligence (AI) tools, such as speech recognition and computer vision, can assist reveal patterns in data that previously needed human evaluation.
AI applications for IoT-enabled companies help them avoid several issues:
Preventing expensive unplanned downtime
Predictive maintenance can lessen the adverse economic effects of unplanned downtime by employing analytics to anticipate equipment failure and arrange orderly maintenance processes. In order to predict equipment failure, machine learning enables the discovery of patterns in the continuous streams of data produced by today's technology.
Operational efficiency advancement
IoT with AI capabilities can also increase operational effectiveness. By processing continuous data streams to find patterns invisible to the human eye and not visible on simple gauges, machine learning can predict operating conditions and identify parameters that need to be adjusted immediately to maintain ideal results, just as it can predict equipment failure.
Improved risk management
IoT and AI-powered applications enable businesses to automate for quick reaction, better analyze and predict a range of hazards, and control worker safety, financial loss, and cyber threats.
Finding an IoT system that does not incorporate AI could soon be uncommon. With the help of AI, organizations can truly enhance the potential IoT and effectively put it into use for improving the overall functioning.
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Industrial IoT, IoT Security
Article | July 11, 2023
As development teams race to build out AI tools, it is becoming increasingly common to train algorithms on edge devices. Federated learning, a subset of distributed machine learning, is a relatively new approach that allows companies to improve their AI tools without explicitly accessing raw user data. Conceived by Google in 2017, federated learning is a decentralized learning model through which algorithms are trained on edge devices. In regard to Google’s “on-device machine learning” approach, the search giant pushed their predictive text algorithm to Android devices, aggregated the data and sent a summary of the new knowledge back to a central server. To protect the integrity of the user data, this data was either delivered via homomorphic encryption or differential privacy, which is the practice of adding noise to the data in order to obfuscate the results.
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Article | January 29, 2021
The COVID-19 pandemic turned the tides towards remote work and virtual connectivity. And even though growth seemed to have slowed down in 2020, experts see double-digit growth in the next few years. The tides may be turning but virtual connectivity and the tools required for remote growth are not slowing down in demand. As the tech world adapts to new shifts, IoT is among one of the most anticipated technologies to prosper in 2021.
Digital transformation has rapidly accelerated in the past year and if the experts are to be believed, 2021 shows promise for an even better year for technological advancement. According to IDC’s 2020-2024 forecast, spending will reach an annual growth rate of 11.3 percent. And with this, the number of connected devices is likely to grow up. Take a look at what will be the focus of IoT industry trends in 2021.
Privacy & Security
As smart homes are becoming the norm and you cannot throw a stone without hitting a smart device, one thing is clear—IoT devices are everywhere. People almost always forget smartphones when talking about IoT devices, but the fact is that smartphones are very much a part of the IoT ecosystem. And with the infusion of IoT in our everyday lives, questions about privacy and security are cropping up.
Just recently, as WhatsApp announced its new privacy policy, millions of users planned to migrate to other alternatives. This led to WhatsApp pushing back its privacy update and tech businesses taking note of changing winds.
In 2021, privacy and security will be at the forefront of IoT industry trends, as devices infuse further into the everyday lives of people. According to recent research, 90 percent of consumers lack confidence in IoT device security. And the onus of bolstering consumer confidence will be up to IoT businesses.
Workforce Management
According to Gartner’s “Top Strategic Technology Trends For 2021” report, IoT will be a large part of the office experience in 2021. As businesses are trying to avoid the losses that occurred in early 2020, workplaces are being geared up with RFID tags, sensors, and monitors to ensure social distancing measures, whether employees are wearing masks and overall health monitoring.
Additionally, many organizations have decided to move permanently to a remote mode and will rely more on IoT devices for connectivity. So we can expect better automated scheduling and calendar tools, more interactive video conferencing, and virtual meeting technology. In the case of fieldwork, IoT will offer an added factor of monitoring behavior.
Greener IoT
Experts predict that energy will be a crucial factor in the IoT industry trends in 2021. With smart grids, metering, and restoration resilience being powered by IoT, 2021 will move towards optimized energy consumption and devices that are designed to encourage energy-friendly practices.
What’s more? Smart engines and automobiles can be optimized to reduce their carbon footprint and become energy-friendly. As evidenced by the Paris summit and the wildfires in 2020, the world is becoming ecologically conscious. IoT devices in 2021 will focus heavily on reduced emissions, lowering air and ocean pollution, and minimizing power expenditure.
Location Data
As COVID-19 limited human interaction, location-based services soared during the pandemic. Businesses started leveraging location data to offer curbside pickup, virtual queues, and check-ins for reservations to enhance the customer experience during the pandemic.
According to experts, the use of location data will continue to be crucial for customer service and convenience in 2021. As people prefer being safe even as the vaccines are being delivered, location data will allow businesses to cater to their customers without compromising on customer or employee safety.
Digital twins
IoT is being helmed as the perfect technology partner for creating digital twins in many industries. As IoT collects a large amount of data through physical devices, this data can be reinterpreted to create the perfect digital twins. Also, IoT can offer visibility into the full product life cycle and unfold deeper operational intelligence. Companies like Siemens are already leveraging technologies like AIoT to design and create digital twins for product design and production. Coupled with AI, IoT will be used more commonly for creating digital twins in 2021.
A technology as dynamic as IoT can be leveraged for almost any application. Therefore, it may surprise us all in the way it progresses in 2021. However, experts believe that the above 5 IoT industry trends will rule 2021 for sure.
Frequently Asked Questions
What are the latest IoT industry trends?
The use of IoT in Healthcare, Artificial Intelligence, workforce management, and ecological conservation can be deemed as some of the latest trends in IoT.
What is the future scope of IoT?
As experts believe there will be over 85 billion connected devices by the end of 2021, and the numbers are promising for upcoming years, we can safely say that the future of IoT is indeed bright.
What industries are most likely to use the Internet of things technology?
IoT is a dynamic technology with applications in almost every industry. However, industries like healthcare, construction, manufacturing, tech, and resource management are most like to use IoT right now.
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