Dossiya-SE/africa-energy-dignity

Open energy sovereignty modeling and rapid deployment engineering for Sub-Saharan Africa. # Africa Energy Dignity ## Open Energy Sovereignty Modeling and Rapid Deployment Engineering for Sub-Saharan Africa > **Electricity access is an input. Productive capability, critical-service continuity, resilience and energy sovereignty are the system outcomes.** ## Mathematical engineering core Energy balance: ```math P_{gen}+P_{import}+P_{dis}=P_{load}+P_{loss}+P_{ch}+P_{export}. ``` Coupled resilience model class: ```math \dot x=f(x,u,\eta;\theta),\qquad S(t)=w^Tx(t). ``` Multi-objective design principle: ```math \min_d [C(d),E(d),T(d),Risk(d)], \qquad \max_d [Service(d),Resilience(d),Sovereignty(d)]. ``` A rapid-deployment clock can be decomposed as ```math T_{impact}=T_{diagnosis}+T_{design}+T_{approval}+T_{finance}+T_{procurement}+T_{construction}+T_{commissioning}. ``` The optimization objective is **not** minimum time alone; reliability, affordability, safety, maintainability, environmental constraints and local capability remain admissibility conditions. ## What exists today | Implemented evidence | Verification | |---|---| | canonical schemas + data contracts | schema validators | | PostgreSQL/PostGIS + Alembic migrations | CI migration against PostGIS | | geospatial/evidence registries | repository + geospatial validation | | Python backend/API foundation | imports + compile + pytest | | web application foundation | lint + typecheck + tests + build | | governance, authorship, citation metadata | committed control documents | | provenance/licensing rules | controlled registers | **Not yet claimed:** production continental optimizer, validated investment recommendations, field deployment, causal productive-impact results, continent-wide coverage. ## Evidence flow `source → provenance → canonical variable → model input → derived/model result → uncertainty/sensitivity → validation → decision` Every major value should be distinguishable as **observed**, **official/published**, **derived**, **model output**, **expert judgment**, **scenar …