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Golden Mussel

AI-powered device promises to revolutionize invasive species control

Autonomous monitoring device set to hit the market

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Groundbreaking technology changes the game in invasive species control

 

Automated golden mussel management paves the way for next-gen invasive species control

The introduction of non-native species is the second leading cause of biodiversity loss, surpassed only by habitat fragmentation and destruction. In Brazil, the Ministry of the Environment has identified 543 invasive species harming ecosystems. Among the top three most damaging is the golden mussel (Limnoperna fortunei), a 3 cm Asian mollusk that arrived in South America in the 1990s through ballast water from cargo ships entering via the Río de la Plata estuary.

With rapid reproduction and no natural predators, golden mussel colonies can reach densities of up to 200,000 individuals per square meter. They spread across multiple river basins, creating environmental, social and economic disruption in sectors such as hydropower, aquaculture, fisheries, inland navigation, ecotourism, and urban water treatment.

By 2018, the mollusk had already infested 38% of Brazil’s hydroelectric plants, affecting 55% of installed capacity. It clogs ducts, grates, cooling systems, pipes and heat exchangers, damaging pumps, tanks, wells, tunnels, and concrete structures. The result: more frequent maintenance shutdowns, economic losses and risks to electricity generation, with estimated annual losses of US$ 120 million.

Other sectors also face severe impacts:

  • Aquaculture producers suffer from reduced water circulation and quality in tanks due to mussel buildup, leading to increased use of antibiotics

  • Both artisanal and sport fishing are harmed, as certain fish ingest the mollusks, which continue to grow inside their digestive systems

  • Ecotourism and navigation are affected by hull fouling, which increases drag and fuel consumption, while infested riverbanks and beaches become unsightly and unhygienic, especially when water levels drop, exposing decaying mussels that release foul odors and pose risks to bathers

To date, all attempts to eliminate the golden mussel using chemical or mechanical methods have failed. Monitoring is essential for developing and applying effective control and mitigation protocols.

How hubz helps address this challenge

 

In 2017, a hydroelectric company joined the research started by UFRJ to pursue a groundbreaking approach: genetically modifying the mussel to inhibit its reproductive capacity and induce population collapse. Inspired by successful applications of similar methods in mosquito control, the strategy became part of a long-term development program with the involvement of companies and research institutions.

In 2019, as part of the program, hubz began developing an autonomous monitoring device that combines Industry 4.0 technologies, artificial intelligence and autonomous sensors, to track mussel populations in real time and validate the biotech approach.

The innovation significantly reduces costs and speeds up data collection, eliminates human error, and enables broad deployment across diverse environments. The device transmits real-time data remotely, using AI to assess mussel abundance and integrating sensor feedback for improved decision-making and evaluation of control methods.

Key benefits include:

  • Reduced socio-environmental impacts from golden mussel infestations and ecosystem recovery, optimizing control methods while minimizing landscape and recreational water use impacts

  • Improved efficiency and reduced operational costs in hydropower and related infrastructure, contributing to lower electricity generation costs

  • Automation of golden mussel research and management processes, fostering the development of novel tools for managing other invasive species, and supporting biological and environmental management initiatives

  • Monitoring of protected areas, early detection of offshore platform leaks, identification of illegal water pollution sources, and compliance monitoring at docks, marinas, shipyards and coastal facilities, benefiting sectors like oil and gas and maritime transportation

Results

  • Validation of a pioneering methodology combining AI and mathematical modeling to assess infestation severity and ecological dynamics

  • Scientific and technological success through published research, presentations at national and international conferences, support for academic training, and recognition through awards

Today, an accurate, low-cost method is available to assess infestation severity and track population trends of this invasive species, accessible to businesses, regulators, environmental agencies, and civil society.

hubz remains focused on advancing the device toward commercialization.

Originally designed to combat the golden mussel, the system is being enhanced to monitor a broad range of aquatic species in rivers, lakes, and oceans.

With each development milestone, the technology comes closer to becoming a vital tool for global environmental protection, with the potential to transform aquatic ecosystem conservation efforts.

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