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D. Srinivasan

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Open access Aug 2026

Decision-Focused Wind Power Forecasting for Economic Dispatch Under Asymmetric Imbalance Costs

Wind power forecasts are commonly trained to minimize statistical errors, although the thermal schedule based on a forecast ultimately incurs asymmetric recourse costs. To connect forecast training with this dispatch consequence, a dispatch-value-oriented forecasting (DVOF) framework is developed by coupling a Mamba-st...

Sen Wang, Wenjie Zhang, Yonghui Sun et al. · 0 citations
Open access Aug 2026

Control-Aware Multi-Horizon PUE Forecasting for Coordinated Data Center Demand-Side Management and Microgrid Dispatch

Data centers can provide demand-side flexibility by coordinating computing workloads, cooling systems, and on-site energy resources. However, facility demand varies with information technology (IT) load and cooling operation, making a fixed power usage effectiveness (PUE) or a forecast independent of planned controls i...

Ying-Qi Liang, Junjie Peng, Guanyu Fu et al. · 0 citations
Open access Aug 2026

A Bi-Level Operation Strategy for Home Energy Management System Integrating the Goals of Residential Users with Distribution Network Operator

With the advancement of net-zero targets and the large-scale deployment of distributed photovoltaic (PV) systems, battery energy storage systems (BESS), and electric vehicles (EVs) in residential sectors, home energy management systems (HEMS) have become central to improving end-use energy efficiency. However, reliance...

Yitong Wu, Shitikantha Dash, D. Srinivasan · 0 citations

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