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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Yun-Zhao Wu

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Open access 2026

Short-Term Photovoltaic Power Prediction Based on IWOA-TCN-BiGRU-MATT

: To address the challenges of significant nonlinearity, intricate temporal interdependencies, and the tendency to get stuck in local optima during parameter tuning in short-term photovoltaic (photovoltaic, PV) power forecasting, this paper puts forward a hybrid model called IWOA-TCN-BiGRU-MATT. This model fuses the IW...

Guang-Lin Sha, Xin-Wei Cong, Yun-Zhao Wu et al. · 0 citations
Open access Sep 2026

Probabilistic Power Forecasting for Photovoltaic Plant Clusters Using VMD-GCN-Informer

Existing photovoltaic (PV) power forecasting methods face challenges in simultaneously capturing multi-scale temporal characteristics, spatial dependencies among PV plants, long-term temporal correlations, and output uncertainty. To address these issues, this paper proposes a spatiotemporal probabilistic forecasting fr...

Yun-Zhao Wu, Guang-Lin Sha, Tao Zhou et al. · 0 citations

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