This paper introduces a novel approach called Fuzzy-MPPDC designed specifically for Renewable Energy Systems (RES). It mainly aims to address voltage fluctuations arising from variable power demands and the unpredicta...
详细信息
Current-based hybrid renewable energy (RE) protection scheme (HREPS) using Stockwell transform (ST), alienation coefficient (ACF) and Wigner distribution function (WDF) is designed for utility network with RE generati...
详细信息
Solar energy has emerged as a growing source of alternative electrical energy in the new century because of the reliability, improvements, and efficiency in photovoltaic (PV) systems. In a PV system, maximum power poi...
详细信息
Deepfake has emerged as an obstinate challenge in a world dominated by ***,the authors introduce a new deepfake detection method based on Xception *** model is tested exhaustively with millions of frames and diverse v...
详细信息
Deepfake has emerged as an obstinate challenge in a world dominated by ***,the authors introduce a new deepfake detection method based on Xception *** model is tested exhaustively with millions of frames and diverse video clips;accuracy levels as high as 99.65%are *** are the main reasons for such high efficacy:superior feature extraction capabilities and stable training mechanisms,such as early stopping,characterizing the Xception *** methodology applied is also more advanced when it comes to data preprocessing steps,making use of state-of-the-art techniques applied to ensure constant *** an ever-rising threat from fake media,this piece of research puts great emphasis on stringent memory testing to keep at bay the spread of manipulated *** also justifies better explanation methods to justify the reasoning done by the model for those decisions that build more trust and *** ensemble models being more accurate have been studied and examined for establishing a possibility of combining various detection frameworks that could together produce superior ***,the study underlines the need for real-time detection tools that can be effective on different social media sites and digital ***,protecting privacy,and public awareness in the fight against the proliferation of deepfakes are important *** significantly contributing to the advancements made in the technology that has actually advanced detection,it strengthens the safety and integrity of the cyber world with a robust defense against ever-evolving deepfake threats in ***,the findings generally go a long way to prove themselves as the crucial step forward to ensuring information authenticity and the trustworthiness of society in this digital world.
Congestion management in deregulated electricity systems threatens system security and reliability. Integration of renewable energy sources, unpredictable wind power, load demand, and the requirement for quickly deplo...
详细信息
Banknote counterfeiting is a common practice worldwide. Due to the recent developments in technology, banknote imitation has become easier than before. There are different kinds of algorithms developed for the detecti...
详细信息
With the recent increase in demand for power electronics-based commercial products, the influx of nonlinear loads into the ac system has increased. In applications, such as standalone inverter systems or uninterrupted...
详细信息
Intelligent video surveillance systems with anomaly detection capabilities are indispensable for outdoor security. Video anomaly detection (VAD) is usually performed by learning patterns representing normal events and...
详细信息
Contemporarily,the development of distributed generations(DGs)technologies is fetching more,and their deployment in power systems is becom-ing broad and ***,several glitches are found in the recent studies due to the ...
详细信息
Contemporarily,the development of distributed generations(DGs)technologies is fetching more,and their deployment in power systems is becom-ing broad and ***,several glitches are found in the recent studies due to the inappropriate/inadequate *** work aims to improve the reliable operation of the power system employing reliability indices using a metaheuristic-based algorithm before and after DGs penetration with feeder *** assessment procedure is carried out using MATLAB software and Mod-ified Salp Swarm Algorithm(MSSA)that helps assess the Reliability indices of the proposed integrated IEEE RTS79 system for seven different *** algorithm modifies two control parameters of the actual SSA algorithm and offers a perfect balance between the exploration and ***,the effectiveness of the proposed schemes is assessed using various reliability ***,the available capacity of the extended system is computed for the best configuration of the considered *** results confirm the level of reli-able operation of the extended DGs along with the standard RTS ***-fically,the overall reliability of the system displays superior performance when the tie lines 1 and 2 of the DG connected with buses 9 and 10,*** reliability indices of this case namely SAIFI,SAIDI,CAIDI,ASAI,AUSI,EUE,and AEUE shows enhancement about 12.5%,4.32%,7.28%,1.09%,4.53%,12.00%,and 0.19%,***,a probability of available capacity at the low voltage bus side is accomplished a good scale about 212.07 times/year.
Inverters play a vital role in the distributed generated energy systems. Hence, the reliability of the entire distributed energy system depends on the consistent and continuous operation of the inverter. Consequently,...
详细信息
暂无评论