Strategic transition
Cost optimization
Sustainability commitment
Eco-friendly impact
The challenge
Strategic electrification: Optimizing mining fleet transition
Our client, a global mining leader based in Canada, sought to transition its massive dump truck fleet from diesel to electric to meet ESG and emissions goals. However, shifting from proven diesel technology to advanced electric systems required a precise, methodical approach to address key challenges.
Key challenges
Minimized costs while meeting ESG targets
Balanced vehicle availability, charging, and costs
Phased EV integration and training for seamless operations
The solution
AI-powered fleet electrification with precision and scalability
Smart electrification and real-time AI
Optimized fleet transition and truck replacement
Leveraged DRL AI for dynamic insights
Maintained mine throughput
Future-proof solution
Scalable AI framework for long-term use
Continuous, data-driven decision-making
Balanced sustainability with cost efficiency
Implementation approach
1
AI training & simulation
Ran parallel simulations for rapid optimization
Enabled real-time decisions
Built a DRL AI agent with AnyLogic
2
Expert validation
Reviewed by subject matter experts
Optimized for evolving scenarios
Ensured feasibility and accuracy
3
Scalable and future-ready
Designed for long-term adaptability
Balanced cost, efficiency, and ESG goals
Enabled continuous data-driven decisions
The impact
Driving a sustainable future
Proactive transition
Planned zero-emission fleet replacement
Aligned with sustainability goals
Ensured regulatory compliance
Financial efficiency
Minimized costs, maximized value
Balanced cost and sustainability
Reduced long-term expenses
Sustainability vision
Committed to carbon neutrality
Prepared for future regulations
Cut greenhouse gas emissions
Looking ahead
Smart innovation
AI-driven optimization for efficient fleet management
Future-ready
Adapting to evolving regulations and market shifts
Sustainability focus
Leading in carbon neutrality and eco-responsibility
