Storage at the Edge: improving data analysis from the Industrial IoT

Flash storage at the Edge is well suited to industrial IoT applications, writes Christophe Vaissade, OEM Sales Director EMEA, Embedded and Cloud Market, Sandisk

Flash storage at the Edge is well suited to industrial IoT applications, writes Christophe Vaissade, OEM Sales Director EMEA, Embedded and Cloud Market, Sandisk

The Industrial Internet of Things (IIoT) is transforming how industries gather, interpret, and act on data. Machines and sensors are becoming increasingly smart and interconnected. This continuous transformation leads to the production of enormous volumes of real-time data, covering everything from performance metrics and operating temperatures to environmental conditions, vibration levels and even alerts for upcoming maintenance.

While collecting this data is highly beneficial for organisations, harnessing its value is also beneficial and relies on being able to gather and analyse the insight. For that to take place, the right storage infrastructure is key.

Edge storage – specifically flash-based storage embedded directly to the device – has emerged as the optimal solution here. This is because it provides numerous benefits that are critical in the intensive environments in which IIoT devices operate. It’s quick, resilient, and works well in challenging conditions. It has a layered design that helps to manage heat and adds extra durability, which is important for busy factory environments. Its features also allow it to quickly handle large amounts of data, while capacity can be ramped up easily on demand.

Understanding storage at the Edge

Unlike consumer IoT, which often relies on Cloud connectivity for data processing, IIoT frequently operates in challenging conditions where internet access is limited, intermittent, or, in some cases, non-existent. This makes storage at the Edge, where data is stored and processed locally on the device itself, crucial. Whether it’s a sensor embedded in a piece of factory equipment or a weather monitoring device in a remote location, storage at the Edge allows data to be captured and analysed on-site, in real-time.

The localisation of this analysis is especially valuable in environments where milliseconds matter. Take, for example, a production line where a slight shift in machine vibration or temperature could lead to a significant fault. With storage at the Edge in place, data can be accessed on-demand so that any issues can be flagged, analysed, and acted upon immediately. The result of this is that organisations can act quickly and prevent costly failures or unplanned downtime.

Without the delays of having to transmit data across networks, operators can also make proactive decisions on-site that enhance efficiency, reduce maintenance costs, and ultimately boost overall equipment value.

Why flash?

Flash storage at the Edge is particularly well-suited to IIoT applications because, by design, it offers high-speed data access with low latency, making it ideal for time-sensitive tasks. It can perform well, even in complex and intensive industrial environments. This is due to its lack of moving parts, which can make it more resilient to vibration, heat, dust, and other common elements found in such facilities.

Another critical advantage of flash is its ability to scale. As IIoT systems expand with more sensors, more data points, and more advanced analytics, the required level of storage also increases. The good news is that flash storage can be ramped up gradually by adding more capacity, meeting these growing needs without overhauling the existing infrastructure. This makes it al flexible and scalable solution.

Furthermore, the layered architecture of flash enhances its ability to manage heat and wear over time. In high-demand environments, where devices are constantly collecting and writing data, this durability ensures long-term performance with reduced degradation. The result is a storage solution that not only handles current data needs but remains reliable and capable well into the future.

From fault detection to predictive maintenance

Having a storage solution at the Edge is about more than just where the data is stored, but rather what organisations can do with that data. Real-time analytics is central to this as it offers immediate operational benefits. For example, when an anomaly occurs, such as a sudden temperature spike or unexpected equipment behaviour, data stored at the Edge can be rapidly analysed to diagnose the issue. This enables faster response times and helps organisations to address problems before they escalate into larger failures.

Beyond reactive troubleshooting, Edge storage also supports predictive maintenance. By continuously monitoring data over time, subtle patterns will be analysed that signal upcoming wear. Armed with these insights, maintenance teams can schedule repairs or part replacements and plan this downtime far in advance; avoiding disruption and optimising operational productivity.

The benefits of Edge storage extend far beyond the factory floor, however. In the healthcare sector, for example, it can enable quicker access to results from tests such as MRI scans, potentially speeding up diagnosis. While across the public sector, storage at the Edge of remote devices such as those on motorways, or in the sewers, can provide essential services and maintenance staff regular insights into critical infrastructure.

Smarter systems, better decisions

Ultimately, the value of the IIoT can only be unlocked by turning the raw data these devices create into actionable insight. To achieve this, the right storage infrastructure is key.

Flash storage at the edge of devices is now the optimal solution, unlocking the full potential of the IIoT by enabling organisations real-time access to data value which can be utilised to make smarter decisions both in the short and longer terms.

As organisations continue to digitally transform and IIoT devices continue to proliferate and generate more data, flash storage will become an essential part of any effective device strategy at the Edge. Businesses must make sure they have the right storage solution in place to capitalise on this evolving environment.

Christophe Vaissade is the Original Equipment Manufacturer (OEM) Sales Director for EMEA at Sandisk, specialising in the fields of automotive and embedded systems, with a strong focus on IoT. He is equipped with 19 years of OEM experience and in his current role, supports in the building and managing of channel structures across EMEA with local distributors.

There’s plenty of other editorial on our sister site, Electronic Specifier! Or you can always join in the conversation by visiting our LinkedIn page.

Exit mobile version