ENHANCING SMART GRID LOAD FORECASTING: AN ATTENTION-BASED DEEP LEARNING MODEL INTEGRATED WITH FEDERATED LEARNING AND XAI FOR SECURITY AND INTERPRETABILITY

Smart grid is a transformative advancement that modernized the traditional power system for effective incredibleindiatourtravels.com electricity management, and involves optimized energy distribution by load forecasting.Precise load forecasting provides the best utilization of energy resources and increases sustainability.Dynamic changes of several

Members of the family Bignoniaceae socksmith santa cruz are mostly found in tropical and neo-tropical regions in America, Asia and Africa, although some of them are cultivated in other regions as ornamentals.Species belonging to this family have been extensively studied in regard to their pharmacological properties (as extracts and isolated compoun

Abstract Dressed states were proposed to define the infrared (IR) finite S-matrix in QED or gravity.We show that the here original Kulish-Faddeev dressed states are not enough to cure the IR divergences.To illustrate this problem, we consider QED with background currents (Wilson lines).This theory is exactly solvable but shares the same IR problems

The aim of this study was to assess qualitatively, by means of SEM images, the cleaning of the dentin walls of root canals after chemical-surgical preparation using Endo-PTC cream with 0.5% and 1% sodium hypochlorite and different final irrigating solutions.Seventy-two single-rooted human teeth were divided into eight groups and prepared using Endo

The specifity of fiction in the reflection of social reality and her affecting the valued reference-points of defenders of Homeland in Great Patriotic war are investigated.Works of poets whose basic theme was 3 piece horse wall art Great patriotic war are considered.Position is reasonable that the special value of literary works about war not only