Fecha de publicación: 08/04/2022 Fuente: WIPO "pollen" This invention relates to a system for implementing power grid control operations using artificial intelligence (AI) techniques. Using AI technology to forecast the efficacy of participation prior to entering into a regulation period will safeguard datacenter equipment from unnecessary wear-and-tear and maximize long-term effectiveness. The embodiments described herein train the afore-mentioned AI technology based online control system based on long short term memory (LSTM) (i.e., is trained on the previous regulation signal and its convex solutions) to generate an AI technology control signal. This AI technology control approach improves on the greedy approach and provides a control strategy that can be implemented in either hardware or software to dispatch battery capability.