Connected Air Compressors, Industry 4.0 and the Internet of Things
As KAISPE team is working on an IoT solution accelerator for Air Compressor remote monitoring and predictive maintenance, we found a really interesting blog by www.thecompressedairblog.com. Here you go! “Two of the most popular buzzwords floating around today are Industry …
Water Irrigation Experiment Using Microsoft Azure Machine Learning
Hi, As we all know water irrigation is the foundation of global agricultural productivity, enabling farmers to buffer crops to cope with the risks of rainfall variability and drought. However, freshwater supplies to irrigated agriculture are increasingly constrained by increased …
Agriculture Water Irrigation – Predictive Analytics Using Microsoft Azure ML
In today’s world water shortages are a major problem in many developed and developing countries in the world. In a serious threat, it often leads to the emergence of a food crisis. Due to scarcity the increase in water volume …
Comparison between Microsoft Azure Machine Learning Service and ML Studio
Hi, Today we will be evaluating the difference between of Azure Machine Learning Services and Azure Machine Learning Studio that will help us to choose the best option to develop our Machine Learning solution. First lets start with Azure Machine …
How to write createUiDefinition.json for Azure Managed application
Today, I will walk you through why do we need to create createUiDefinition.json file when developed an Azure based app. What is createUiDefinition.json file? createUiDefinition.json is an Azure Resource Manager Template used to generate the application user interface. How to …
3 Reasons Why You Need Air Compressor Remote Monitoring and Maintenance
With a variety of industrial compressors and the high cost associated with their acquisition and operation, it is certainly important to monitor their performance and do periodic maintenance to keep them operational. Here are the top three reasons that asset …
Anomaly Detection for IoT Measurements using Azure Machine Learning
Today we will walk-through a simple experiment in Azure Machine Learning Studio that will detect anomalies in IoT measurements. We will use the data for telemetry like temperature, humidity, soil moisture and pH level being collected from the IoT devices …
Saving Data in Microsoft Azure Blob Storage from a Web Portal
Today, I will show you the basic idea about how to save the data in the Microsoft Azure Blob Storage using a .NET based Web Application. We will use two NuGet packages, Microsoft Azure Storage and Microsoft Azure Storage Blob. …
Microsoft Azure IoT Device Management using .NET based Web Application
Today, I will show you the basic idea about how to Add or Remove devices from Microsoft Azure IoT Hub using a .NET based web application. We will also show the total number of devices that are connected to the …
Reverse GeoLocation in Power BI
While I was working on KAISPE Agricultural Farming Application, one of the requirements was to use Power BI and map visualizations to view the locations of my IoT devices. The problem of my application was that I was missing the …