A big data set
Tawfique has collected data over the past two years from the VEAS biogas plant.
The measurements include factors such as the flowrate of inlet and outlet sludge, the temperature inside the biogas reactor, and the methane composition, which is the main component of the produced biogas.
He will also investigate how the wastewater sludge components, such as carbohydrates, fats and proteins, are broken down and converted into gas.
In addition, he will collect information on how the plant is operated, such as the flowrate at which the sludge is recirculated around the system, and how much heat is recovered and reused.
All of this is crucial for VEAS as it can help them improve the operation of the plant and produce more biogas.
Tawfique will also look at how different factors are interconnected, such as how influent wastewater temperature and flowrate to the VEAS plant affect the methane production in the biogas process.
Tawfique is currently in the middle of data collection and is already seeing some promising patterns. However, he needs more data to identify clear correlations.
Data models simulating activities within the plant
To decipher all of this, he will use his knowledge of control engineering to create models that can simulate what happens inside the plant.
These models can then be used to find the best settings (control parameters) for the plant, enabling it to produce as much biogas as possible in the most energy- and resource-efficient way.
Tawfique finds it exciting to work with this because it is such a complex system with many different factors influencing each other.
"VEAS has almost 14,000 variables, and I am just working with around 100 of them," he says.
He looks forward to continuing his work on this in the future, possibly through a PhD or other researcher positions.
He collaborates closely with his supervisors Dr. Kjell Rune Jonassen at VEAS and Professor Tiina Komulainen from OsloMet.
Although the analysis work is still in an early phase, Tawfique already believes his master's thesis appears to be highly relevant for the production of renewable energy.