Copyright (c) 2026 ISSA AL-DALU. All Rights Reserved. This repository is public for competition evaluation only. No license is granted to use, copy, or distribute this code. See LICENSE for full terms.
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From Generation to Your Home — من التوليد إلى بيتك
+--------------------------------------------------------------------+
| GENERATION |
| |
| CEGCO (454 MW) . Samra Electric . AES Jordan . Qatraneh |
| + Renewable Energy Projects (1,575 MW) |
| |
| CEGCO Owners: |
| 40% Government of Jordan |
| 9% Social Security Corporation |
| 33% ACWA Power (Saudi Arabia) |
| 13% Malakoff (Malaysia) |
| 5% Consolidated Contractors (CCC) |
| |
+-------------------------------+------------------------------------+
|
Sells electricity to
|
v
+--------------------------------------------------------------------+
| TRANSMISSION |
| |
| NEPCO -- The Single Buyer |
| 100% Government-Owned . Grid Operator |
| 5,879 km lines . 14,969 MVA . 132kV + 400kV |
| |
| Buys ALL electricity from generators at fixed prices |
| Sells to distribution companies at regulated rates |
| Accumulated debt: $7B+ (Jordan's energy burden) |
| |
+-------------------------------+------------------------------------+
|
Sells electricity to
|
v
+--------------------------------------------------------------------+
| DISTRIBUTION |
| |
| JEPCO (Central) IDECO (North) EDCO (South) |
| 64% of consumers ~20% of consumers ~16% of consumers |
| Amman/Zarqa/Salt Irbid region Southern Jordan |
| Madaba Est. 1957 Est. 1962 |
| Est. 1938 |
| |
| JEPCO Owners (Amman Stock Exchange -- JOEP): |
| 20.79% Social Security Corporation |
| 2.59% Samir A. Barakat |
| 2.01% Government of Jordan |
| 1.47% Issam Bdair |
| 1.39% Fares Al-Mouasher |
| ~72% Public float (thousands of investors) |
| |
+-------------------------------+------------------------------------+
|
Delivers to
|
v
+--------------------------------------------------------------------+
| CONSUMERS |
| |
| ~2.6 Million Households |
| |
| Residential (Subsidized) . Commercial . Industrial |
| Agricultural . Hotels . Government . EV Charging |
| |
| Tariff set by EMRC (government regulator) |
| Subsidized residential: 50 / 100 / 200 fils per kWh |
| |
+--------------------------------------------------------------------+
Nawwar sees the FULL chain
from generation to your home
| Entity | Role | Type |
|---|---|---|
| EMRC | Sets tariff rates, regulates the sector | Government body |
| MEMR | Ministry of Energy & Mineral Resources — policy maker | Government ministry |
| NEPCO | Transmission monopoly, single buyer | 100% Government-owned |
Nawwar (نوّر) is a hybrid AI platform that bridges the gap between power generation and electricity consumers in Jordan. It serves both CEGCO operations teams (predictive maintenance, fuel optimization, demand forecasting) and everyday consumers (bill scanning, Arabic voice assistant, savings optimization).
نوّر هي منصة ذكاء اصطناعي هجينة تربط بين توليد الكهرباء والمستهلك الأردني. تخدم المنصة فِرَق العمليات في شركة الكهرباء المركزية (الصيانة التنبؤية، تحسين الوقود، التنبؤ بالطلب) والمستهلكين (مسح الفواتير، المساعد الصوتي العربي، تحسين الاستهلاك).
Built for the CEGCO-Sponsored AI Bootcamp — February 2026
Send a photo of your electricity bill via WhatsApp. GPT-4o Vision extracts every field, validates against APIs, and returns a detailed Arabic breakdown with insights.
أرسل صورة فاتورة الكهرباء عبر واتساب ← تحليل فوري بالعربي مع مقارنة بالاستهلاك السابق
Send a voice note in Jordanian Arabic. Whisper transcribes it, Claude understands the intent, and Edge-TTS responds in natural Arabic speech. Covers bills, complaints, tariffs, and sector knowledge.
أرسل رسالة صوتية بالعربي ← نوّر يفهم ويرد صوتياً
Analyzes your consumption against EMRC time-of-use tariff periods. Calculates exact savings from load shifting and provides personalized Arabic recommendations.
تحليل استهلاكك ← حساب التوفير الممكن ← نصائح عربية مخصصة
Real-time predictive maintenance alerts, heat rate optimization, demand forecasting, and emissions monitoring — all based on CEGCO's actual plant specifications (Aqaba 390MW, Risha 150MW, Rehab 297MW).
لوحة تحكم ذكية للمحطات: صيانة تنبؤية + تحسين وقود + مراقبة انبعاثات
AI explains the full electricity chain for the first time: CEGCO generates, NEPCO transmits, distributes, your home consumes. Empowering every Jordanian to understand their electricity sector.
لأول مرة: فهم كامل لسلسلة الكهرباء من المحطة لبيتك
Nawwar directly aligns with 5 national strategies of Jordan:
| # | Strategy | How Nawwar Aligns |
|---|---|---|
| 1 | Jordan Energy Strategy 2020-2030 | Demand-side management through consumer savings optimization and ToU awareness |
| 2 | Economic Modernization Vision 2022-2033 | Digital transformation of the electricity sector with AI-powered services |
| 3 | National AI Strategy 2023-2027 | Production AI deployment in a critical infrastructure sector (one of 68 target projects) |
| 4 | NDC 3.0 (Net-Zero by 2050) | Emissions monitoring, heat rate optimization, and fuel efficiency tracking |
| 5 | Electricity Law 2024 | Consumer empowerment, tariff transparency, and regulatory compliance monitoring |
| Layer | Technology |
|---|---|
| Backend | Django 5.x + Django REST Framework |
| Database | Supabase (PostgreSQL) / SQLite (dev) |
| AI — Text | Claude Sonnet 4.5 (Anthropic) |
| AI — Vision | GPT-4o Vision (OpenAI) |
| AI — Voice STT | OpenAI Whisper |
| AI — Voice TTS | Microsoft Edge-TTS (Arabic — ar-JO) |
| AI — ML | scikit-learn + Prophet (time-series) |
| Vector DB | ChromaDB (RAG knowledge base) |
| Orchestration | CrewAI (5 agents, 8 tools) |
| Messaging | WhatsApp Business API |
| Simulation | NumPy + Pandas (CEGCO plant data) |
| Dashboard | Django Templates + Chart.js / Plotly |
┌─────────────────────────────────┐
│ Nawwar Platform │
└────────────┬────────────────────┘
│
┌───────────────────────┼───────────────────────┐
│ │ │
┌────────▼─────────┐ ┌─────────▼─────────┐ ┌─────────▼─────────┐
│ WhatsApp API │ │ Web Dashboard │ │ REST API │
│ (Webhook) │ │ (/nawwar/) │ │ (/api/...) │
└────────┬─────────┘ └─────────┬─────────┘ └─────────┬─────────┘
│ │ │
└───────────────────────┼───────────────────────┘
│
┌────────────▼────────────────────┐
│ Message Router / │
│ LLM Service │
└────────────┬────────────────────┘
│
┌────────────┬───────────────┼───────────────┬────────────┐
│ │ │ │ │
┌───▼─────┐ ┌───▼────┐ ┌──────▼──────┐ ┌──────▼────┐ ┌─────▼────┐
│ Vision │ │ Voice │ │ RAG │ │ Optimizer │ │ CrewAI │
│ Scanner │ │Pipeline│ │ Pipeline │ │ Service │ │ Agents │
│(GPT-4o) │ │(Whisper│ │ (Claude) │ │ (Savings) │ │ (5 crew) │
└─────────┘ └────────┘ └──────┬──────┘ └───────────┘ └──────────┘
│
┌──────▼──────┐
│ ChromaDB │
│ Knowledge │
│ Base │
└─────────────┘
For detailed architecture, see ARCHITECTURE.md.
- Smart Meter Integration: Real-time daily consumption, bill estimates, meter readings
- OpenWeatherMap: Live weather data for Aqaba, Risha, and Amman
- EMRC Tariffs: Official 2024 tariff tiers validated against jepco.com.jo
- NEPCO Statistics: Annual reports, demand curves, generation statistics
- Plant Sensors: Turbine vibration, temperature, pressure — based on CEGCO's published specs
- Heat Rate: Fuel consumption curves by plant type, load%, and ambient temperature
- Emissions: NOx/CO2/SOx profiles by fuel type (gas/HFO/LFO) and load percentage
- Maintenance: Equipment degradation trends matching published KPIs (91% availability)
consumer demand (real) drives CEGCO generation scheduling (simulated)
| Plant | Type | Capacity | Fuel | Year | Turbines |
|---|---|---|---|---|---|
| Aqaba (العقبة) | Steam | 390 MW | Multi-fuel (HFO/Gas) | 1985 | 5 |
| Risha (الريشة) | Gas | 150 MW | Natural Gas | 1989 | 4 |
| Rehab (رحاب) | CCGT | 297 MW | Natural Gas | 1990 | 6 |
Total: 837 MW across 3 plants and 15 turbines.
| Agent | Role | Tools |
|---|---|---|
| Billing Analyst | Bill analysis, anomaly detection | BillLookup, TariffLookup, ConsumptionAnalysis |
| Maintenance Engineer | Sensor monitoring, failure prediction | SensorData, MaintenancePrediction, Weather |
| Demand Forecaster | Load prediction, capacity planning | DemandForecast, Weather, SensorData |
| Energy Advisor | Personalized savings consulting | ConsumptionAnalysis, TariffLookup, BillLookup |
| Compliance Officer | Emissions monitoring, regulatory compliance | EmissionsLookup, SensorData, DemandForecast |
- 94% of energy is imported — making efficiency critical
- NEPCO carries $7B+ in accumulated debt
- Renewable energy target: 29% → 50% by 2030
- Time-of-use tariffs introduced in 2024
- ZERO production AI systems currently deployed in power generation
- AI energy market projected: $8.91B → $58.66B by 2030
Nawwar is positioned to be Jordan's first production AI platform for the electricity sector.
Built for Jordan's energy future
ISSA AL-DALU | CEGCO AI Bootcamp | February 2026