Knar National & Regional Resource and Energy Decision Models
Decision-grade national and regional models that connect minerals, water, energy, exports and finance for investments that cannot be cheaply reversed.
A Knar National & Regional Resource and Energy Decision Model gives ministries, national companies and investors one faithful picture of how the country's resources, energy and water depend on each other, and what each investment is really worth. It is built from Industrial Digital Assets and integrated into an Integrated Decision Support System (iDSS).
It shows where supply is constrained, which developments are viable, what each option changes across the country, and the range of returns investors can expect—before the decision becomes a concession, a transmission line, a power plant or a financing agreement.
Knar begins with the national decision. The model's boundary, data effort and detail are chosen only to answer that decision with the confidence it requires.
The evidence that minerals, water and energy are one problem is public. These figures come from published sources.
1,019 of 3,777 MW
In 2024 a historic drought cut one country's hydropower, about 85% of its electricity, to 1,019 MW of a normal 3,777 MW. Mining is about half of national power demand and about 70% of export earnings; mines faced 40% emergency supply restrictions.
+31.4%
A national copper agency projects mining electricity demand rising 31.4% in ten years for a 20.7% rise in output, because falling ore grades need more energy and water per tonne.
16+ years
Major mines that started operating between 2010 and 2019 took more than 16 years on average from discovery to first production.
600 million
About 600 million people in one region lack electricity; a global development bank states that massive private investment is crucial to connect 300 million by 2030.
90%
In a study of 258 transport infrastructure projects, about 90% exceeded their cost estimates, by 28% on average.
A decision-grade national model needs every capability below. Each closes a specific gap; if one is missing, the model cannot connect resources to supply, value and finance, and decision makers cannot rely on it to commit national capital.
Represents resources, production and conversion, links and storage, domestic use and exports as one network, so constraints propagate across energy, water and minerals.
Represents deposits, fields, water basins and renewable potential with their grades, volumes and variability, not as fixed numbers.
Represents energy converted in plants (gas into electricity) and switched at the point of use (transport moving from diesel to gas and electricity), each changing demand on different networks.
Represents what each mining project needs in power, fuel and water, and whether that supply will exist when it is needed.
Represents mineral, oil, gas and power exports under price and contract terms, and their trade-off with domestic supply.
Represents failure, repair, maintenance and aging of plants, lines, pipelines and tanks with RAM and integrity models, not one average availability.
Applies the same prices, grades, climate and hydrology, demand and financing draws to every asset, through vertical Industrial Digital Assets.
Tests many credible futures over 20+ years, producing expected and conservative outcomes such as P50, P80 and P90.
Translates physical results into viability thresholds, NPV, revenue and fiscal take, and traces every result to the assets, data and assumptions behind it.
Climate or market event
Resource and energy availability
Energy and water supply to each region and project
Production and exports
Revenue, cost and fiscal take
Investment decision
Break that chain and the answer may look precise while being economically wrong.
Spreadsheets are useful for inputs, checks and reporting. The problem begins when static workbooks, one per sector, are presented as a model of a country's resources and energy.
Do not accept a national plan or model that:
Require a national or regional resource and energy model when all three conditions are present:
Condition 1
The decision commits national resources, public capital, concessions or long-term contracts.
Condition 2
Minerals, water, energy, exports or finance interact: one project's supply, cost or value depends on another's.
Condition 3
Reversing the decision later would be expensive, slow or impossible.
Typical decisions include national energy and mining master plans, concession rounds, mining-district development, transmission and pipeline corridors, power-generation expansion, water allocation between hydro, mining and cities, export contracts for gas, minerals or power, energy-transition programs such as fleet electrification, and financing packages for shared infrastructure.
Do not commission the whole country by default. A national model is modular: start with the region, mineral or form of energy where the constraint is most acute, prove value, and add Digital Assets over time.
This service extends an architecture Knar already designed for the strategic planning of a national liquid-fuels system, which modeled import, storage, pipelines and sales as one flow network and measured every plan by its impact on the final consumer price.
Define the decision to be made, the institutions involved, the alternatives and the consequence of being wrong.
Define the regions, resources, networks and first Industrial Digital Assets capable of changing the decision, and agree the data sources.
Catalog the analyses the country's institutions use or need, prototype the most critical ones, and trace each to a planning objective.
Build the horizontal and vertical Digital Assets, integrate them into the iDSS on a stable computational core, connect existing data and test against history.
With the country's own planning team, produce the base case, the opportunity map and a first portfolio of investment options, and validate them against previous methods.
Train each role, transfer the capability and update the model as projects, prices and data change. Where preferred, Knar can host and operate it as a managed service.
A national model does not replace ministers, boards, regulators or investment committees. It does not set national targets or acceptable risk levels; those remain policy choices. It does not replace real-time control of grids or pipelines, and it does not make weak data disappear.
It makes dependencies, uncertainty, assumptions and consequences visible enough for accountable decisions. By combining resources, energy, water, exports and finance in one traceable model, it lets technical findings reach the decision table in the language of supply risk, value and bankability—and protects national strategy from the pressures of the moment.
Do not begin with “we need a national model”. Begin with the decision:
Bring one pending national or regional decision: a master plan, a concession, a corridor, an export contract or a financing package. Knar will define the value at risk, the minimum credible model boundary, the data required and the outputs decision makers will receive. If a simpler analysis is enough, that will be said. If a national model is justified, the path to a decision-grade answer will be clear.
See your resources as they truly are.
Then invest with confidence.
