2 papers
cs.LG2025
A Self-organizing Interval Type-2 Fuzzy Neural Network for Multi-Step Time Series Prediction
Fulong Yao, Wanqing Zhao, Matthew Forshaw +1
Data uncertainty is inherent in many real-world applications and poses significant challenges for accurate time series predictions. The interval type 2 fuzzy neural network (IT2FNN…
eess.SY2024
A Holistic Power Optimization Approach for Microgrid Control Based on Deep Reinforcement Learning
Fulong Yao, Wanqing Zhao, Matthew Forshaw +1
The global energy landscape is undergoing a transformation towards decarbonization, sustainability, and cost-efficiency. In this transition, microgrid systems integrated with renew…