| Condition monitoring Overcoming the challenges of
automation Despite the clear benefits, the transition to automated monitoring has not been without challenges. Many organizations, particularly those that still rely heavily on manual processes, are hesitant to fully embrace automation. One common misconception is that manual monitoring is cheaper than automated systems. However, the report indicates that this belief is largely unfounded. In fact, 78% of organizations that have adopted automation report that it has enabled them to complete projects more cost-effectively. Another concern is the fear that automation will
replace human judgment. However, the reality is that automation frees up technical staff from the mundane task of data collection, allowing them to focus on more complex, high-level analysis. By reducing the time spent on repetitive tasks, employees can apply their expertise to solving problems and improving operations, rather than simply gathering data. Integration of data from automated systems with other information sources remains a technical challenge for some dam operators. While service providers are more adept at integrating sensor data with public datasets, predictive models, and asset management systems, many dam owners lag in this area. However, the report suggests that unlocking the full potential of automation depends on this integration, which can provide a more comprehensive view of dam performance and support more effective decision-making.
Industry trends and the future of
monitoring The rapid adoption of automation in dam condition monitoring is not occurring in isolation. Several broader trends are shaping the future of this industry. One of the most significant is the rise of digital twins – virtual models of physical assets that allow operators to simulate various conditions and predict maintenance needs. Currently, about 28% of organizations are using digital twins, and this number is expected to grow as technology improves and becomes more accessible. Predictive maintenance is another area where
automation is making a profound impact. By collecting real-time data, organizations can shift from a reactive approach to maintenance – where repairs are made only after problems occur – to a proactive one. Predictive models, integrated with sensor data, help dam operators anticipate when maintenance will be required, reducing the risk of failures and minimizing operational disruptions. The social and environmental responsibility of dam operators is also playing a role in the push for automation. Regulatory bodies are increasingly recommending or requiring real-time monitoring systems to detect and avoid harm to the environment and surrounding communities. Organizations that adopt automated monitoring systems are better positioned to meet these regulatory demands while demonstrating their commitment to sustainability and public safety.
Moving forward: recommendations for
industry professionals For dam operators and service providers looking to stay competitive in this rapidly evolving landscape, the report offers several key recommendations. First, organizations should develop clear plans for
implementing automation. Establishing well-defined roles, responsibilities, and processes is crucial for a smooth transition. Those that do this upfront are more likely to succeed in adopting new technologies and integrating them into their operations. Open communication and collaboration between
teams are also essential for overcoming resistance to automation. Engaging stakeholders at all levels of the organization ensures that everyone understands the benefits of automation and is on board with the transition. Transparent decision-making and regular communication can help mitigate concerns and foster a more cohesive approach to implementing new technologies.
Another important step is investing in data quality
controls. Organizations should routinely assess the performance of their automated systems and put in place rigorous data governance practices. Ensuring that data is accurate and actionable is critical for the long-term success of automation efforts. Finally, it is vital to educate and engage employees
throughout the automation process. Rather than replacing human workers, automation allows them to focus on more valuable tasks. By shifting away from routine data collection, employees can apply their expertise to interpreting the data and making strategic decisions. Ensuring that staff members are trained and understand how automation enhances their roles will help ease the transition and improve overall efficiency.
Automation as the future of dam
monitoring The 2024 report on dam condition monitoring highlights the transformative impact of automation on the industry. From improving data accuracy and operational efficiency to enhancing regulatory compliance and transparency, the benefits of automation are clear. For professionals in the dam and hydropower sectors, embracing these changes is not just a matter of staying competitive but of ensuring the long-term safety and sustainability of their operations. As the industry moves toward greater automation, the ability to integrate data from multiple sources, utilize digital twins, and adopt predictive maintenance strategies will be critical for success. With the right planning, communication, and investment in technology, dam operators and service providers can unlock new levels of performance, safety, and resilience for the future.
References
Condition Monitoring in Dams 2024 report. Available from Bentley Systems
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