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Revolutionizing Aquaculture with AI

2023-12-17 08:28:56
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Illustration: © IoT For All



In the heart of Norway’s aquaculture industry, innovative strides are shaping the future of fish farming. The integration of artificial intelligence (AI) with cutting-edge machinery addresses critical challenges. Underwater robots and fixed wireless access (FWA) technology are at the forefront.

AI-Driven Innovation in Aquaculture

Innovative approaches to enhance pen cleaning efficiency and sustainability in Norway’s fish farming integrate physical cleaning with AI capabilities. They aim to improve fish health, minimize environmental impact, and bolster profits. Such steps are essential in this crucial industry that supports global food security.

Addressing the Need for Sustainable Pen Cleaning

Aquaculture’s significance, particularly in Norway and other nations, cannot be overstated as it provides a substantial protein source for a growing global population. Fish species such as salmon and cod are raised in coastal cages, which need regular cleaning to prevent the accumulation of fouling organisms. Traditional cleaning methods involving high-pressure water jets are expensive, labor-intensive, and environmentally harmful.

Moreover, these methods can induce stress in fish, impacting growth rates and overall health. One company recognized these challenges and set out to develop a more sustainable, efficient, and fish-friendly solution: incorporating AI into aquaculture practices.

Establishing AI in Aquaculture

The solution involves underwater robots with AI capabilities, similar to underwater vacuum cleaners. These robots connect to a communication hub via cables attached to a fence above the water.

Furthermore, the robots efficiently clean the nets without causing harm to the fish by navigating the underwater environment with advanced sensors and algorithms. The distinguishing factor lies in their AI capabilities. They continuously collect data about the pen environment, refining cleaning algorithms to adapt to changing conditions and improve efficiency over time.

The Role of FWA Technology in IoT

Fixed wireless access (FWA) technology is essential to the company’s operations, providing high-speed, reliable broadband connectivity. FWA facilitates real-time communication between the robots and the operations center in Stavanger. This connectivity is vital for the following:

  • Real-time monitoring: operators monitor the robots’ performance, observing movements, cleaning progress, and addressing potential issues in real time.
  • Remote troubleshooting and adjustments: operators can remotely adjust cleaning parameters or intervene if issues arise.
  • Data transfer for AI enhancement: FWA enables continuous data collection about the pen environment. The data can enhance algorithms that power the robots for ongoing learning and improved efficiency.

Reshaping Fish Farming Practices: A Sustainable Revolution

Incorporating AI-driven robotic technology into aquaculture marks a momentous leap in advancing the methodologies employed in fish farming. These state-of-the-art robots not only symbolize a remarkable evolution but also present a pivotal solution to the delicate process of pen cleaning in aquaculture.

The solution represents a significant step forward in fish farming practices, offering a sustainable, efficient, and fish-friendly solution to pen cleaning. With the support of FWA technology, this solution could transform fish farming practices worldwide, ensuring a healthier and more sustainable food supply for the future.



参考译文
用人工智能革新水产养殖
插图:© IoT For All 在挪威水产养殖业的核心地带,创新步伐正在塑造养鱼业的未来。人工智能(AI)与尖端机械的结合,正在应对关键挑战。水下机器人和固定无线接入(FWA)技术正处于这一变革的前沿。 **水产养殖中的AI驱动创新** 为了提高挪威养鱼业围栏清洗的效率和可持续性,创新方法将物理清洗与人工智能功能相结合。这些方法旨在改善鱼类健康状况,减少对环境的影响,并提高利润。这些措施对支撑全球粮食安全的水产养殖行业至关重要。 **可持续围栏清洗的必要性** 水产养殖在挪威及其他国家的重要性不可估量,因为它为不断增长的全球人口提供了重要的蛋白质来源。鲑鱼和鳕鱼等鱼类在沿海围栏中养殖,这些围栏需要定期清洗,以防止污垢生物的积累。传统的高压水枪清洗方法成本高、劳动强度大,并对环境有害。此外,这些方法会给鱼类带来压力,影响生长速度和整体健康。一家公司意识到这些问题,并着手开发一种更可持续、高效且对鱼类友好的解决方案:将人工智能技术融入水产养殖实践。 **在水产养殖中引入人工智能** 该解决方案采用具备人工智能功能的水下机器人,类似于水下吸尘器。这些机器人通过与水面上方围栏相连的电缆连接到通信中心。此外,机器人依靠先进的传感器和算法在水下环境中导航,从而高效清洗网箱,同时不伤害鱼类。区别在于它们的人工智能能力。它们持续收集关于围栏环境的数据,不断优化清洗算法,以适应不断变化的条件并提高效率。 **FWA技术在物联网中的作用** 固定无线接入(FWA)技术对公司的运营至关重要,可提供高速、稳定的宽带连接。FWA技术使机器人与斯塔万格的运营中心实现实时通信。这种连接至关重要,具体体现在以下方面: - **实时监控**:操作员可以实时监控机器人的运行情况,观察其移动和清洗进度,并及时处理潜在问题。 - **远程故障排除和调整**:操作员可以在问题出现时远程调整清洗参数或进行干预。 - **用于AI优化的数据传输**:FWA技术实现了对围栏环境的持续数据采集。这些数据可用于优化机器人驱动的算法,促进持续学习和效率提升。 **重塑养鱼实践:一场可持续革命** 将人工智能驱动的机器人技术引入水产养殖,标志着养鱼方法的重大飞跃。这些尖端机器人不仅代表了显著的技术进步,也为水产养殖中围栏清洗这一精细过程提供了关键的解决方案。 该解决方案代表了养鱼实践的重要进步,提供了一种可持续、高效且对鱼类友好的围栏清洗方案。在FWA技术的支持下,这一解决方案可能在全球范围内彻底改变养鱼实践,为未来提供更健康、更可持续的食品供应。
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