It is clear that the events in Texas are unique, in that the weather patterns are highly uncommon in the region. The infrastructure established to date is not equipped for such significant temperature drops, like those most of the country has witnessed over the past few days. Given the unprecedented circumstances Texas faces, where do we go from here, and could we prevent the complications it brings in the future? And, in hindsight, could it have been prevented at all?
AI & IoT
There is a large potential to increase the use of AI and the IoT to predict weather patterns leading to extreme conditions — and risk of malfunction and failure in machinery. With preemptive indications from these systems, operators will be able to signal crews to put in place preventative measures such as pipeline heating or de-icing.
Despite this being described as a once-in-a-generation occurrence, the increasing prominence of unpredictable weather patterns influenced by climate change means that it is becoming increasingly necessary to prepare for the unexpected.
Drones as a Remediation Tool
De-icing windmills by hand means scaling these large structures in potentially dangerous and extreme conditions. Using drones to do this instead could mean faster implementation of mitigation efforts, coupled with lower labor costs and risk of injury.
Furthermore, remote technology integrated into these infrastructure components may be used to a further degree to diagnose and attempt to remedy issues before the need arises to put a manual workforce into harm’s way.
The Opposite Extreme, Equally as Impactful?
As can be seen in the weather patterns of the last decade, climate change has had a significant impact on the predictability of conditions all over the globe. This year, it’s been a winter significantly colder than expected. So, what happens if the same happens in summer? It is important to assess the risks, and by extension, the preventative strategies which can be preemptively put in place to avoid failures on this scale due to extreme heat, or flooding, or other weather events.
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