Leveraging Predictive Modeling and Analytics Across Different Industries with Sensor Data
If you have sensors, you have valuable data you may not be leveraging to its fullest potential. From aircraft to wastewater treatment, sensors can provide valuable insight and Freya has the knowledge to unlock that data to save you money, time, and headaches. Sensors don’t care what industry you’re in and neither do Freya’s data […]
Where AI Intersects with Wastewater Treatment
The Problem Identified: Energy Costs and Machine Maintenance Freya Systems saved 5% of annual energy usage, exceeding customer expectations. Ensuring clean and safe drinking water is an important task that requires a considerable amount of energy. Freya Systems partnered with the Delaware County Regional Authority (DELCORA), a municipal wastewater treatment company, to identify data-driven optimization […]
AI Decision Making: to Use AI-Tech or Not to Use AI-Tech
In the rapidly evolving landscape of tech innovation, businesses are at a crossroads. New technologies promise to revolutionize industries with increases in efficiency, reducing energy consumption and improving the sustainability of equipment, but adopting the wrong tools or partners can waste time, money, and employee resources. This is especially challenging when using AI in […]
Revolutionizing Wastewater Management with AI: Augmenting Human Intelligence
The Role of Data-Driven Decision-Making in Industrial Wastewater Treatment The wastewater industry is embarking on a new era of data-driven decision–making, largely due to advancements in artificial intelligence and machine learning. As professionals in this space, you know firsthand the complexities of managing wastewater treatment. With facilities nationwide facing aging infrastructure, tightening regulations, and limited resources, […]
Leveraging AI for Cost-Effective Wastewater Management
Leveraging AI for Cost-Effective Wastewater Management In the often-overlooked realm of wastewater treatment, professionals like you play a pivotal role in safeguarding public health and preserving our environment. At Freya, we understand the complexity of your challenges—managing aging assets, navigating stringent regulations, and responding to the increasing unpredictability of extreme weather. Despite the critical nature […]
Making Waste Water Management Operations Reliable and Affordable
Making Waste Water Management Operations Reliable and Affordable Waster water management operations rely on a plethora of moving mechanical, biological, and electrical processes that work together in a complex ecosystem in order to process, remove, and clean waste. Without these processes working together harmoniously serious issues can arise that could result in excessive use of […]
“Bad Vibes” Could Be Draining Cash from Your Operation
“Bad Vibes” Could Be Draining Cash from Your Operation Most industrial equipment like machinery, pumps, and motors, is engineered to operate smoothly and minimize vibration. Vibration, however, can sometimes indicate problems or deterioration in the equipment. Further, vibration can cause machinery to consume excessive power reducing its energy efficiency. If the root causes are not […]
Good Data Practices for Improving Fault Isolation Procedures in Aviation Maintenance
Using Good Data Practices for Improving Fault Isolation Procedures in Aviation Maintenance Building a Better Fault Data Ecosystem Fault Isolation is a paramount process in aviation maintenance and is difficult to accomplish for a few reasons. First, the manual for the fault data ecosystem is typically designed once at the beginning of a program […]
A Guide to the Challenges of Vibrational CBM+ for Legacy Aviation Hardware
A Guide to the Challenges of Vibrational Condition Based Maintenance for Legacy Aviation Hardware The benefits of Condition Based Maintenance (CBM) algorithms are well known – they improve availability of reliable equipment and help reduce maintenance costs. However, the challenges of implementing these algorithms on legacy hardware can be significant. This article explores some of […]
Challenges of Condition Based Maintenance Algorithms in Aviation
In order for a flight vehicle to be safe and reliable, regular aircraft structural maintenance needs to be performed to repair worn-out components. Some components have a predictable wear rate and do well with a time-based or usage-based maintenance schedule, but many components are more random in their failure rates and a scheduled removal may […]
