Intelligent monitoring
To ensure that the sludge-degrading bacteria operate as efficiently as possible, monitoring by staff with expertise in water quality and the underlying systems is required - making the process costly and time-consuming for fish farmers.
Researchers from DTU Aqua are exploring the possibility of automating the treatment process using artificial intelligence (AI). The goal is for AI to determine when different treatment mechanisms are needed to maintain optimal water quality.
“We’re trying to eliminate the need for human involvement in the technical complexity and let AI take over control, so fish farmers can focus on the fish — and not on pumps, sensors, and bacteria,” says Carlos Octavio Letelier-Gordo.
According to the senior researcher, tests conducted at several industry facilities have shown promising results. However, there is still progress to be made before AI can fully manage land-based aquaculture systems.
Focus on fish welfare
The fish swim in large numbers within aquaculture facilities, making it difficult to assess their well-being accurately.
“When we think of animal welfare, we often picture chickens or pigs in overcrowded conditions. But for fish, that may not be the most critical aspect. Water quality plays a major role in their welfare and poor conditions can cause stress.” says Per Bovbjerg.
Today, stress in fish is assessed through indicators such as meat quality and through fish behaviour in the water. According to the Danish Animal Welfare Act, animals must be treated properly and protected as much as possible from pain, suffering, anxiety, and lasting harm. However, there is no clear framework for how these requirements are upheld in fish farming.
As part of a large-scale EU project focused on animal welfare, Manuel Gesto Rodriguez, Senior Researcher at DTU Aqua, is working to identify risk factors that threaten fish welfare in aquaculture. Through this work, he aims to develop clear guidelines to help fish farmers to maintain good fish welfare.
“The current regulation does not provide any details on how the fish should be farmed. I have no reason to believe that the fish are not okay in the facilities, because that would also be bad business for the farmers. But the honest answer is that we simply don’t know, because no one is systematically monitoring the fish,” says Manuel Gesto Rodriguez.
He expects that an EU project will lead to specific requirements for fish farming, which he sees as a positive step towards greater emphasis on fish welfare.