An open-source Raspberry-Pi based photobioreactor for cultivating and assessing physiology (photosynthesis & productivity) in microscopic algae.
NinjaPBR - An open-source photobioreactor to study circadian growth in microalgae and cyanobacteria
PhotoBioReactor control app to make growing spirulina.
Control Scripts for Photon Systems Instruments (PSI) Bioreactor Client
Graphical User-interface for the NinjaPBR Photobioreactor, based on wxPython.
Full-stack monitoring and control system for photobioreactor facilities — real-time MQTT sensor ingestion, Prophet-based anomaly detection, and Recurrent-LSTM with PPO reinforcement learning control recommendations.
Reinforcement learning (PPO, TD-MPC2) and behavior cloning for closed-loop harvest control of a simulated Spirulina photobioreactor, with a curriculum-gated training pipeline and held-out validation.
AI-powered platform for smart photobioreactor monitoring using IoT, multi-sensor data, computer vision, and real-time analytics. Built with FastAPI, Angular, PostgreSQL, MQTT, Docker, and Raspberry Pi.
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