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Expert analysis on AACE cost estimation, critical minerals, ESG strategy, digital mining, and global commodity markets — from KDMine Group's senior engineers and economists.

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Cost Estimation

AACE Class 1–5: Which Estimate Does Your Mining Project Actually Need?

A practical guide to selecting the right AACE estimate class for each project stage — from early exploration through to construction decision.

👤 Dr. Kavian Dehghani 📅 June 10, 2026 ⏱ 12 min read
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11 articles
Lithium Critical Minerals
June 8, 20269 min

Lithium Supply Crunch 2026–2030: What Mining Engineers Need to Know

IEA forecasts a 40% lithium supply deficit by 2030. We break down the engineering and economic implications for project developers.

ESG ESG
June 5, 20267 min

How to Secure a Green Loan for Your Mining Project in 2026

Green loans now offer 30–60bps below market rates for mining projects with credible ESG frameworks. Here's exactly what lenders require.

Digital Twin Digital Mining
June 2, 202610 min

Digital Twin ROI in Mining: Real Numbers from 8 Deployments

We analysed 8 Digital Twin deployments across copper, gold, and iron ore operations. Average OPEX reduction: 16.4%. Average ROI payback: 9.2 months.

Copper Market Markets
May 28, 20268 min

Copper Price Outlook 2026–2030: Goldman, CRU & KDMine Consensus

We aggregate forecasts from Goldman Sachs, CRU Group, Wood Mackenzie, and our own models. Consensus: $10,200–$12,500/t by 2028 driven by energy transition demand.

OPEX Cost Estimation
May 22, 202611 min

2026 OPEX Benchmarks: Open Pit Mining Costs by Commodity & Region

Updated 2026 OPEX benchmarks for copper, gold, iron ore, and lithium open pit operations across Africa, Australia, Americas, and Central Asia — using CostMine 2025 data.

Scope 3 ESG
May 15, 20268 min

Scope 3 Emissions in Mining: The $50B Liability Most Miners Are Ignoring

New ISSB and SEC climate disclosure rules mean Scope 3 emissions are now a material financial liability. We explain the methodology and mitigation strategies.

AI Mining Digital Mining
May 10, 20269 min

AI Predictive Maintenance in Mining: From Hype to $180M Annual Savings

Real case studies from 12 mining operations show AI predictive maintenance delivering 15–28% reduction in unplanned downtime. Here's how to implement it.

HPAL Nickel Critical Minerals
May 5, 202613 min

HPAL Technology for Nickel Laterites: CAPEX Reality vs. Developer Promises

HPAL projects have historically overrun by 40–120%. We analyse why, and what Class 3 estimates for HPAL should actually include in 2026.

Monte Carlo Cost Estimation
April 28, 202610 min

Monte Carlo Simulation for Mining CAPEX: Setting the Right Contingency

How to use Monte Carlo simulation to determine statistically defensible contingency for AACE Class 3–5 mining estimates. Includes worked examples with P50/P80/P90 outputs.

Iran Mining Markets
April 20, 20267 min

Iran's Mining Sector 2026: $14B Investment Pipeline & Opportunity Map

Iran holds the world's 10th largest mineral reserves. We map the $14B active project pipeline across copper, zinc, iron ore, and critical minerals — with CAPEX and timeline data.

Equipment Cost Cost Estimation
April 12, 20268 min

Mining Equipment Cost Inflation 2024–2026: CAGR by Category & Mitigation

Haul trucks +18%, SAG mills +22%, HPGR +31% since 2023. We break down equipment cost inflation by category and show how to adjust your AACE estimates accordingly.

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