From Ad Hoc Maintenance to Predictive Analytics: Revolutionizing IoT Water Monitoring with ThingsLog and Advanced Forecasting Algorithms
In the world of IoT water monitoring, the shift from reactive, ad hoc maintenance to proactive, predictive analytics is revolutionizing water resource management. By leveraging cutting-edge technologies such as deep learning algorithms, time-series forecasting models, and zero-shot forecasting powered by large language models (LLMs), platforms like ThingsLog are at the forefront of this transformation. These innovations enable precise, real-time […]
Mastering Water Meter Flow Rates (Q1-Q4) and R-Ratio: A Guide for Efficient Water Utility Management
Water utilities are tasked with balancing resource conservation, financial sustainability, and customer trust. At the heart of this challenge lies a technical yet critical aspect of water metering: understanding the water meter flow rates (Q1-Q4) and the R-ratio (Q3/Q1). These metrics define a meter’s accuracy, range, and reliability—directly impacting revenue, leak detection, and infrastructure planning. […]
