# Deep reinforcement learning-PID based supervisor control method for indirect-contact heat transfer processes in energy systems

> Research article (Engineering Applications of Artificial Intelligence, 2022) · cited 19× · AI/ML

**Wikidata**: [openalex:W4309200189](https://www.wikidata.org/wiki/openalex:W4309200189)  
**Source**: https://4ort.xyz/entity/deep-reinforcement-learning-pid-based-supervisor-control-method-for-indirect-contact-heat-transfer-processes-in-energy-s