EQUIPMENT DIGITAL TWINS
STELLAR BRAIN creates high-fidelity digital twins of Stellar Waterworks technologies and simulates real-world operating conditions to predict performance before installation. These advanced models allow our engineers to visualize system behavior, evaluate design alternatives, and optimize equipment configurations in a virtual environment long before a project reaches the field.
By modeling tank geometry, equipment depth, airflow rates, plume behavior, mixing patterns, water quality characteristics, and hydraulic conditions, STELLAR BRAIN provides a deeper understanding of how a system will perform under actual operating conditions. This data-driven approach helps ensure every solution is engineered for maximum efficiency, reliability, and long-term performance.
Predictive Intelligence
STELLAR BRAIN transforms complex water quality data into actionable engineering insight. By combining advanced machine learning, real-world performance data, and detailed digital models of Stellar Waterworks equipment, STELLAR BRAIN predicts how a system will perform before it is built. The platform analyzes thousands of operating variables to identify the most effective solution for each application, helping customers maximize treatment performance, reduce energy consumption, and make confident, data-driven decisions.
powered by big data
Every prediction starts with real-world data. STELLAR BRAIN is powered by a rapidly expanding database of water samples, operating conditions, and treatment performance results collected from laboratory research, field testing, and customer installations. By continuously learning from thousands of data points, the platform identifies patterns, improves prediction accuracy, and helps engineers design more effective solutions for every unique application.
THM Removal Optimization
STELLAR BRAIN analyzes thousands of operating variables to predict THM removal performance before a system is ever installed. By evaluating factors such as THM species distribution, starting concentrations, water temperature, aeration depth, airflow rate, and tank geometry, the platform identifies the most effective operating strategy for each application. This data-driven approach allows our engineers to maximize removal efficiency, reduce energy consumption, and deliver solutions tailored to the unique conditions of every water system.
Tank Mixing Optimzation
STELLAR BRAIN combines laboratory testing, field performance data, and advanced hydraulic modeling to optimize mixing performance for each tank and application. By evaluating factors such as tank geometry, mixer configuration, influent and effluent locations, hydraulic retention time, and flow patterns, the platform identifies the most effective solution for eliminating dead zones, preventing short-circuiting, and maximizing turnover. The result is more consistent water quality, improved operational efficiency, and confidence that every gallon of water receives the treatment it was designed to receive.
Custom Solutions
Every water system is different, and STELLAR BRAIN is designed to account for those differences. By combining decades of engineering expertise with advanced AI modeling, the platform evaluates each customer's unique water quality, infrastructure, operational goals, and site constraints to develop the most effective solution possible. Whether optimizing existing equipment, designing a completely custom system, or solving a complex treatment challenge, StellarBrain helps our engineers deliver solutions that maximize performance, reduce costs, and provide long-term reliability.
Your Water Conditions Are Unique. Your Solution Should Be Too.