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NexusEdge Hailo Edition

AI-powered HVAC control platform for Raspberry Pi 5 + Hailo-8 NPU.

Quick Links

• Getting Started
• Installation
• Configuration
• Equipment Types
• Control Algorithms
• AI Models (Sobek Suite)
• UI Pages Guide
• Communications (BACnet / Modbus)
• API Reference
• Subscription Tiers
• Troubleshooting
• FAQ

Overview

NexusEdge Hailo Edition is a complete HVAC building automation platform that runs on a Raspberry Pi 5 with an optional Hailo-8 NPU for sub-millisecond AI inference. It controls heating, cooling, ventilation, and auxiliary equipment through Sequent Microsystems I/O boards (MegaBAS, MegaIND, relay HATs).

Key capabilities:

• 42 deterministic control algorithms (TMC, PID, cascade, lead/lag, zone reheat, and more)
• 98 embedded neural models (Nehebkau LSTM + Medjed GRU) for fault detection and anomaly prediction
• Sage BOW knowledge retriever (617-scenario HVAC diagnostic corpus)
• BACnet/IP + Modbus RTU/TCP communication protocols
• Real-time web UI accessible locally or via Cloudflare tunnel
• AegisDB embedded time-series database
• NexusVault credential management
• NexusShield security middleware
• SLSA Level 3 supply chain provenance on all release artifacts

Architecture

Browser (Leptos WASM) ──► Web Server (:8000)
                              │
                    ┌─────────┼─────────┐
                    ▼         ▼         ▼
              Talos Engine  AegisDB  NexusVault
              (I2C + Algos) (SQLite)  (Secrets)
                    │
              ┌─────┼─────┐
              ▼     ▼     ▼
           MegaBAS  Hailo  NexusBMS
           (I/O)   (NPU)  (Fleet)

License

Open-source frontend UI under Apache License 2.0. Proprietary binary components under EULA.

Copyright 2026 AutomataNexus LLC. All algorithms, AI models, and system architecture by Andrew Jewell Sr. (ORCID: 0009-0005-2158-7060).