Accurate forecasting of power plant loads is critical for maintaining a stable supply, minimizing grid fluctuations, and enhancing market trading mechanisms. However, the data on generation load (hereinafter abbreviated as load) are non-stationary. The focus existing methods has been continuously improving ability to capture dependent coupling between outputs inputs, while research external fac...

We propose two types of autonomic and distributed cooperative behaviors of peers for peer-to-peer (P2P) file-sharing networks. Cooperative behaviors of peers are mediated by query trails, and allows the exploration of better trade-off points between file search and storage load balancing performance. Query trails represent previous successful search paths and indicate which peers contributed to...

The current work discusses the implementation of grid-connected, residential rooftop photovoltaic (PV) systems under scenario low (300 kWh/month), medium (600 and high (2100 kWh/month) electric loads. analysis shows that, all load scenarios, using PV with increasing ratings increased renewable fraction (by at least 5% for 1 kW to as much 89% 12 load) reduced carbon emission negative load). Furt...

In this paper, Asymmetric buckling analysis of functionally graded (FG) Circular plates with temperature dependent property that subjected to the uniform radial compression and thermal loading is investigated. This plate is on an elastic medium that simulated by Winkler and Pasternak foundation. Mechanical properties of the plate are assumed to vary nonlinearly by temperature change. The equili...