Strategic transition
Expense reduction
Sustainable practices
Green initiatives
The challenge
Strategic electrification: Optimizing mining fleet transition
Our client, a mining organization 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
Future shift to an emission-free fleet
Advances sustainable initiatives
Maintained compliance standards
Financial efficiency
Optimized cost and value
Optimized cost and impact
Minimized ongoing spend
Sustainability vision
Committed to carbon neutrality
Prepared for future regulations
Minimized emissions impact
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
