Welcome to the Laboratory of Software Development for Process Control and Optimization (LADES). Originating from the area of Modeling, Simulation, and Process Control of PEQ – the Chemical Engineering Program at COPPE/UFRJ, LADES is dedicated to advancing research and technology in process systems engineering. We focus on developing innovative solutions for process control, optimization, and real-time applications, integrating cutting-edge technology and interdisciplinary approaches to address the challenges of modern process systems. Our mission is to foster excellence and innovation in every project, contributing to the advancement of the field through robust support for the development of complex computer programs.
Research Areas
Our research at LADES encompasses a wide range of areas dedicated to advancing process systems engineering. Our focus includes developing innovative solutions for process control, optimization, and real-time applications, integrating cutting-edge technology and interdisciplinary approaches.
Process Systems Engineering (PSE)
Focus on mathematical modeling, simulation, synthesis, analysis, control, and optimization of chemical and biochemical processes.
Real-Time Applications (DT)
Emphasis on digital twins, monitoring, virtual analyzers, fault detection, diagnostics, prognostics, steady-state detection, data reconciliation, control, and optimization.
Artificial Intelligence (AI)
Expert systems, machine learning (ML), Physics-Informed ML (PIML), reinforcement learning (RL), transfer learning (TL).
Numerical and Computational Methods
Advanced computational techniques for process engineering, including integro-algebraic-differential equation systems, optimization, identifiability, parameter estimation, and experimental planning.
Advanced Process Control (APC)
Development of robust and adaptive control systems, including multivariable, linear, nonlinear, robust, adaptive, and reconfigurable control, as well as health-aware control.
Our Valued Partners
“Engineering is not only the application of scientific principles but also the creation of innovative solutions to complex problems.”
Why Choose Us
Innovative
At LADES, we are dedicated to developing innovative solutions in modeling, simulation, control, and optimization of processes. Our focus is on utilizing advanced technologies to tackle complex challenges in process engineering.
Professional
Our team consists of highly qualified researchers and professionals with extensive experience in process systems engineering. We work collaboratively to achieve exceptional results in our projects.
Support
We provide comprehensive support for the development of computer programs that facilitate complex and critical processes in engineering. Our commitment to excellence ensures reliable and effective solutions for our partners and collaborators.