Sensors measure different physical or chemical parameters to estimate the condition of your system. But physical sensors sometimes reach their limits. They either can’t measure some quantities directly or are prone to failure and drift. In these condititions, plant operators must timely react to the upcoming real-time measurements and control the process.
that can lead to unplanned shutdowns, inefficient production and high costs. With our virtual sensors your plant operators can understand complex dependencies between the process parameters and predict the future impact of control actions.
compare the current performance with the desired or optimal results and help operators to prevent production or quality issues before they happen.
LIENDA is the result of more than 2 years of R&D in the fields of AI modeling of continuous processes and optimal control. Our virtual sensors help to handle situations too complex for a human operator thanks to LIENDA's ability to understand not only linear relationships but also nonlinear dynamics between hundreds of parameters.
Connect to real-time data streams: OPC, MES, PLC etc or upload historical data.
Instantly visualize physical sensors failure or drifts. Predict the target production parameters up to 5 hours ahead.
Optimize your target production indicators and get recommendations how to achieve them.
3-10% increase in energy efficiency
1-5% increase in productivity
10% reducing the transient time between the regimes leading to 1-5% losses reduction
Improving product quality and safety of operation