Presently, the introduction of intelligent models to optimize structural problems has become an important issue in civil engineering and almost all other fields of engineering. Optimization models in artificial intelligence have enabled us to provide powerful and practical solutions to structural optimization problems. In this study, a novel method for optimizing structures as well as solving s...

The remaining useful life (RUL) prediction of Lithium-ion batteries (LIBs) is a crucial element battery health management. accurate RUL enables the maintenance and replacement with potential safety hazards, which ensures safe stable operation. This paper develops new method for LIBs, combined complete ensemble empirical mode decomposition adaptive noise (CEEDMAN), whale optimization algorithm (...

Grey wolf optimization (GWO) is one of the recently proposed heuristic algorithms imitating the leadership hierarchy and hunting mechanism of grey wolves in nature. The aim of these algorithms is to perform global optimization. This paper presents a modified GWO algorithm based on complex-valued encoding; namely the complex-valued encoding grey wolf optimization (CGWO). We use CGWO to test 16 u...

Aiming at the problems of low accuracy network attack prediction and long response time detection, bidirectional short-term memory (BiLSTM) was used to predict attacks. However, BiLSTM has difficulty in parameter setting model. This paper first proposes Improved Grey Wolf algorithm (IGWO) optimize (IGWO-BiLSTM). First, IGWO uses Dimension Learning Hunting (DLH) strategy construct wolf neighborh...

Photovoltaic (PV) intelligent edge terminals (IETs) integrate data acquisition, processing, storage and upload functions for operations of PV power stations. However, the cost installing a IET at one station is relatively high. In order to achieve goal multiple distributed stations sharing on premise ensuring reliability, paper proposes method optimal configuration IETs. First all, considering ...

Abstract Intense competition in today’s market and quick change customer preferences, along with the rapid development of technology globalization, have forced companies to work as members a supply chain instead individual companies. The success depends on integration coordination all its institutions form an efficient network structure. An leads cost savings throughout helps it respond needs f...