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Editor's Pick (1 - 4 of 8)
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IoT: Enabling the Safer, Connected Warehouse

Steve Walker, CIO & COO, DHL Supply Chain Asia Pacific

IOT-Turning out to be a phase of evolution

Mayank Bhargava, CIO, DHFL Pramerica Life Insurance

Connecting dots the IoT way!

Sunil Singh, Regional Chief Information Officer, Coca-Cola Beverages Vietnam

Industrial Scientific Blazes a Trail in IoT

David DiLeo, CIO, Industrial Scientific Corporation

How Internet of Things (IoT) will Rewire Supply Chains

Chad Lindbloom, CIO, C.H. Robinson

What's The CIO Got To Do With The IoT?

Sharon Gietl, VP of Information Technology and CIO, The Doe Run Company

The Internet of Things, in the Real World

Manuel Bautista, CIO, Harvard Maintenance

IoT Platforms: What are they and do you need one?

Tekin Gülşen, CIO, IT Director, Brisa Bridgestone Sabancı

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Crucial Facts to be Considered For IoT Success

CIOAdvisor Apac | Friday, February 08, 2019
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Internet of ThingsInternet of Things (IoT) has made an immense impact on various sectors like agriculture, manufacturing, defense, among the many and is sure to pave a path for more advancement in the future. Some critical aspects Of IoT which are still to be observed are:

Sensors might not be accurate every time

Everything recorded by IoT devices cannot be correct. For example, the temperature sensors might drift in a desert range.

In the oil and gas industry, the temperature sensors might drift due to the range of desert temperature. The cost of sensors meager and replacement is also easy. To mitigate this drifting effect, information from multiple sensors must be considered.

Remote Monitoring Tech Companies: Trimble, Qualitrol, AppNeta

Reliability

Even when sensors are providing accurate data, there might be various aspects to be considered, which is why there is a need to second subject consideration.

Sensors are designed to support remote monitoring and control of the whole device, not to store-and-forward high-frequency data from each sensor. Control units filter and summarize data collected by the sensor. But, the information filtered by a control unit might be crucial for another. So, the premature summarizing of data should be avoided.

Scoring

Model-building and model-scoring to produce predictions in IoT applications are separate processes. Optimizing end-to-end systems, requiring advanced computation while building the model and tuning it necessitates access to historical data from many devices is needed.

Sensor data can be useless

Sensor data is not useful as a basis for action; it requires integration with other data from the organization to become useful.

For example, if an oil pressure sensor on a train temporarily exceeds a threshold.  The Comparison with previous data that preceded failure in the past, using historical and operations data is needed to determine whether the information from sensors is authentic.

And if the gearbox is indicated as failing, decisions have to be taken about how, where and when to conduct the repair, using network operations data, parts inventory data, HR records for qualified engineer-availability, and so on.

Failing to combine sensor data with organizations other data fatally undermines their entire project.

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