Unleash live Blog

Tailings Dam AI App Solution - Unlocking Efficiency and Sustainability

Written by Unleash live | Nov 16, 2023 1:45:28 AM

Unleash live Tailings Dam Solution:
Devices - Unmanned aerial vehicles (UAVs)
App - Carbonation Analysis AI

Mining operations, particularly the management of tailings storage facilities (TSFs), demand precision and efficiency. Our client, a global leader in mining, recognized the challenges in accurately measuring salt and water content in their production process, leading to downstream issues and productivity concerns.

Challenges in Tailings Dams: Unveiling Complexity in the Mining Industry

 

The intricacies of managing tailings dams in the mining industry unfold a tapestry of challenges, underscoring the need for advanced solutions. Let's delve deeper into the multifaceted challenges that often characterize this critical aspect of mining operations:

  • Manual Carbonation Assessment: The traditional approach to carbonation assessment involves laborious manual processes. Human intervention for gauging carbonation levels in tailings dams can be time-consuming and prone to errors. The sheer scale and complexity of these operations amplify the challenges associated with a manual assessment.

  • Fluctuating Conditions in Tailing Dams: The very nature of tailing dams introduces a dynamic environment. Fluctuations in conditions, such as changes in tailing compositions and the introduction of new tailings, necessitate a level of precision that manual methods struggle to achieve. This poses a constant challenge for maintaining accurate and up-to-date assessments.

  • Engineering Solutions at the Micro Level: Tailings dams require not just engineering solutions but precision engineering solutions. The stability and safety of these structures hinge on intricate details, and any oversight can have significant consequences. Achieving this precision demands a sophisticated approach that can adapt to the ever-changing nature of tailing dam conditions.

  • Crucial Role of Salt and Water Content: The measurement of salt and water content in the production process is a linchpin for achieving optimal production outcomes. Inaccuracies in these measurements can lead to downstream issues, impacting both the quality of production and the overall efficiency of the mining operation.

  • Environmental Considerations: Managing tailings dams isn't solely about production efficiency; it involves navigating high-risk conditions with potential environmental consequences. Striking a balance between productivity and sustainability is a constant challenge, particularly given the potentially far-reaching impacts of dam failures.

  • Data Management and Reporting: As data volumes grow exponentially, the challenge lies not only in collecting and analyzing data but also in transforming it into meaningful, actionable insights. The sheer scale of information generated in tailings dam operations requires advanced analytics and reporting capabilities to derive value from the data deluge.

Addressing these challenges requires a paradigm shift in the approach to tailings dam management. Advanced technologies, such as drone-based inspections and real-time AI analytics, are emerging as transformative solutions, offering a way forward in reshaping how the mining industry navigates the complexities of tailings dam operations.

Case Study - A Large Mining Enterprise's Dilemma:

Managing Tailing Storage Facilities (TSF), including tailing ponds, dams, and residue disposal areas, posed high-risk challenges summarized above. The consequences of failure were significant, demanding a proactive solution to ensure productivity, safety, and environmental sustainability.

How It Was Done: Unleash live introduced an innovative solution utilizing on-site UAVs and Carbonation Analysis AI to measure salt and water content in real-time. The data generated was seamlessly integrated into the enterprise’s systems via APIs, providing up-to-date insights into the composition of TSF assets.

Benefits Realized: Automated inspections enabled swift adjustments to engineering processes, optimizing the carbonation process for enhanced tailings stability.

Reducing the Carbon Footprint: Improved carbonation processes contributed to safe carbon sequestration, reducing greenhouse gas emissions and offsetting operational carbon footprints.

Automated Report Production: AI analysis streamlined reporting, resulting in a 10X faster time to insights, facilitating quicker decision-making.

Reduced Inspection Time: Drones covered wider areas efficiently, providing insights over hazardous locations with minimal risk and thus, reducing overall inspection time.


Carbon Analysis AI

Unleash live's Carbon Analysis AI - A Senior Mining Engineer's Perspective: "If we could get this data daily, it would be most valuable. I currently eye ball the assessment in daily runs around the lakes." 

Real-time Insights Lead to Action: Our mining client’s adoption of advanced technology for monitoring tailings storage facilities prevents environmental damage and financial losses. This cost-efficient solution reduces operational costs and ensures safer working conditions, aligning with the enterprise’s commitment to efficiency and competitiveness.

Explore Data Dashboards from Unleash live: Visit unleashlive.com to book a session with our specialists, experience live streaming video and witness the power of AI analytics in reshaping environmental monitoring.

Discover how Unleash live's range of mining solution AI apps, including the Tailings Dam App, are transforming mining and environmental management today.

Learn more.