UAV path planning is an important part of UAV technology, and genetic algorithms and ant colony algorithms are used for it in UAV path planning tasks. When facing some unknown environments, the performance of classica...
详细信息
A smart grid represents an advanced electrical network that incorporates modern technology to efficiently manage electricity generation, distribution, and consumption. Majorly, a smart grid's stability is affected...
详细信息
Cloud manufacturing provides a new concept and model for manufacturing informatization. However, it still faces many challenges, especially in the matching of service resources and service requirements in reconfigurab...
详细信息
PV systems harness sunlight to generate electricity, offering an environmentally friendly alternative to conventional methods. However, partial shading remains a challenge, leading to non-uniform illumination across s...
详细信息
This study investigates enhancing intrusion detection systems (IDS) through machine learning and advanced feature engineering. I evaluate classification algorithms, including k-nearest neighbors (KNN) and support vect...
详细信息
Data encryption algorithms play a crucial role in information construction, effectively protecting data security. The problems in traditional research include a lack of targeting, a balance between efficiency and safe...
详细信息
An examination of the relative efficacy of machine learning (ML) algorithms for power supply and demand prediction in smart grid systems is warranted by their growing application. Through meticulous hyperparameter twe...
详细信息
Computer vision plays a crucial role in detecting objects. Has various applications, including traffic management and autonomous vehicles. This study aims to evaluate the performance of different object identification...
详细信息
This paper presents a study on the localization of debris from the Seven Rockets using nonlinear optimization algorithms and linear matching. The research first determines the time differences of sonic booms reaching ...
详细信息
Solar energy, a crucial renewable resource, demands accurate forecasting for efficient grid integration. This study employs unsupervised machine learning techniques to predict solar power generation using a five-year ...
详细信息
暂无评论