AWS for Industries
Category: Amazon Simple Storage Service (S3)
How energy customers are unlocking the potential of generative AI for Asset Performance Management and methane leak detection
Introduction Industrial Asset Performance Management (APM) has experienced a significant transformation over the past three decades. Organizations are shifting away from rigid, time-based maintenance schedules toward predictive maintenance, which enables them to optimize cost, enhance performance, and mitigate risk by anticipating equipment failures before they occur. Today, energy companies are leading the adoption of new […]
How NOV solved critical oilfield operations using Databricks Data Intelligence Platform
The global demand for oil remains high as it powers transportation, industries, and electricity worldwide. One facet of the energy lifecycle is drilling, where drilling operators face numerous challenges in maintaining consistent oil supply to meet this demand. They must navigate harsh environments using heavy machinery with precision, while controlling costs and risks. Drilling operators […]
Iberdrola reduces incidents at power distribution facilities using AWS IoT and Edge services
Iberdrola is a global leader in electricity generation, distribution, and commercialization, pioneering wind power and renewable energies. i-DE is Iberdrola’s entity responsible for the electric distribution grid in Spain and Portugal, accountable for millions of operational assets with a very heterogenous nature, which makes it challenging to have a live and consolidated view of each […]
How to expansively train Robot Learning by Customers on AWS using functions generated by Large Language Models
In the robotics industry, Reinforcement Learning (RL) is extensively utilized to address complex problems that traditional path planning algorithms cannot manage, especially those involving intricate manipulations. The reward function in RL is a critical component that establishes the objective and directs the agent’s learning process. Crafting an effective reward function is often challenging but essential […]
Analyzing Remote Communications Infrastructure with Computer Vision
To plan wireless networks effectively, Communication Service Providers (CSPs) must analyze the viability of potential cell sites. This includes identifying potential facilities, obstructions, sources of interference, etc. Traditionally, capturing this information required a truck roll, which can be expensive, especially at scale. Harnessing the power of Machine Learning (ML) and computer vision to analyze site […]
Real-time Analytics on Patient Bedside Medical Devices
Introduction The Children’s Hospital of Philadelphia (CHOP) recently created a proof of concept (POC) to ingest real-time HL7 data from bedside medical devices into AWS for processing and analysis. The Children’s Hospital of Philadelphia (CHOP), is the first hospital in the United States dedicated exclusively to the care of children. While its flagship campus is […]
Using serverless architecture for efficient SMETS 2 data ingestion and processing
In the dynamic landscape of energy consumption, the ability to monitor and manage energy usage has become a critical need for consumers. At the heart of this evolution are Smart Metering Equipment Technical Specifications (SMETS) 2 meters. These sophisticated meters represent the second and more advanced generation of smart meters in the United Kingdom. Unlike […]
Democratize Omics Data Analysis with Basepair on AWS HealthOmics
Introduction Advancements in next-generation sequencing (NGS) technology have created new opportunities for omics data analysis, unlocking valuable insights for precision medicine, clinical diagnostics, and drug discovery. To keep pace with this high-throughput technology and handle the fluctuations in data volume, healthcare and life sciences (HCLS) customers seek a secure, reliable, and scalable environment for data […]
Intelligent rig operations classification with HITL on AWS
In the oil and gas industry, rig reports are essential for monitoring the performance and operations of drilling rigs. These reports contain a vast amount of unstructured data, including comments from rig personnel regarding rig activities such as drilling progress, equipment maintenance, process interruptions, and safety observations (Figure 1). In blog #1, we discussed a […]
How LiveWell by Zurich leverages serverless architecture to build scalable and cost-effective digital health platforms
Introduction Zurich is a leading multi-line insurer that serves its customers in global and local markets. With about 55,000 employees, it provides a wide range of property and casualty, and life insurance products and services in more than 215 countries and territories. Zurich’s customers include individuals, small businesses, and mid-sized and large companies, as well […]