Search Results - subject:"ALGORITHM"

Consensus-Based Distributed Algorithm for Gep

Lv, Kexin; He, Fan; Huang, Xiaolin; Yang, Jie - 2022

proposes a consensus-based distributed algorithm for GEP in multi-agent systems, where data samples are distributively stored … proposed algorithm will converge to the set of stationary solutions. And the numerical experiments on synthetic and real …

Persistent link: https://www.econbiz.de/10013301963

A Bcs-Gde Multi-Objective Optimization Algorithm for Cchp Model with Decision Strategies

Sun, Jiaze; Deng, Jiahui; Li, Yang; Han, Nan - 2022

District energy systems can not only reduce energy consumption but also set energy supply dispatching schemes according to demand. However, not only the correlation between multiple optimization objectives, but also the time-varying energy demand is ignored when establishing and solving the...

Persistent link: https://www.econbiz.de/10013302198

Soil Moisture Prediction of Maize by Combining Support Vector Machine and Chaotic Whale Optimization Algorithm

He, Bohao; Jia, Biying; Zhao, Yanghe; Wang, Xu; Mao, Wei; … - 2022

Whale optimization algorithm (WOA) into a Sinusoidal chaotic map and couples it into a Support Vector Machine (SVM). The WOA … algorithm and greatly enhancing the accuracy of the model. This study uses the data from two maize agricultural districts in …

Persistent link: https://www.econbiz.de/10013302274

Wearable Multi-Sensor Data Fusion Approach for Human Activity Recognition Using Machine Learning Algorithms

Balu, Vidya; P, Sasikumar - 2022

Wearable sensor based human activity recognition (HAR) has a broad range of applications in healthcare, fitness, smart home, and surveillance. In spite of the substantial amount of computational research on HAR, the open challenges in multi-sensor based activity recognition including complex...

Persistent link: https://www.econbiz.de/10013302978

"Deep Reinforcement Learning for Engineering Design Through Topology Optimization of Elementally Discretized Design Domains"

Brown, Nathan; Garland, Anthony P.; Fadel, Georges M.; … - 2022

Advances in machine learning algorithms and increased computational efficiencies give engineers new capabilities and tools to apply to engineering design. Machine learning models can approximate complex functions and, therefore, can be useful for various tasks in the engineering design workflow....

Persistent link: https://www.econbiz.de/10013303164

Simulation of Micropollutant Behaviour in Forward Osmosis Membrane-Based Process Using Machine Learning Algorithms

Viet, Nguyen Duc; Jang, Am - 2022

Simulation of the MP behaviour in forward osmosis (FO) membrane-based processes may provide a better understanding and design of the process to facilitate the highest performance. This study explored the feasibility of applying machine learning (ML)–based models to simulate MP behaviour in the...

Persistent link: https://www.econbiz.de/10013303209

Comparison of State-of-The-Art Machine Learning Algorithms and Data-Driven Optimization Methods for Mitigating Nitrogen Crossover in Pem Fuel Cells

Liu, Jianguo; wang, jiankang; ding, rui; cao, feng; li, jia - 2022

Nitrogen gas crossover (NGC) and nitrogen accumulation at the anode of proton exchange membrane (PEM) fuel cells are ineluctable and it would lead to inferior performance and even irreversible damage to functional components. To mitigate this issue, multiphysics numerical models (MNMs) are...

Persistent link: https://www.econbiz.de/10013303954

A Reliable Energy Consumption Path - Finding Algorithm for Signalized Traffic Networks with Electric Vehicles Considering the Correlated Link Travel Speeds

Qin, Zhaohui; Shao, Hu; Wang, Fei-ran; Feng, Yu; Shen, Liang - 2022

emissions. This paper deals with a reliable energy consumption path-finding (RECPF) algorithm for signalized traffic networks … model, a modified heuristic algorithm based on the Dijkstra and k shortest path algorithms is proposed to tackle the RECPF … algorithm. The obtained results reveal that incorporating link travel speed correlations and delays at signalized intersections …

Persistent link: https://www.econbiz.de/10013304074

Research on Optimization Operation Technology of Qt Oil Pipeline Based on the Heuristic Algorithm

liu, enbin; lai, pinrong; peng, yong; chen, qikun - 2022

artificial bee colony algorithm, invasive weed algorithm and optimization algorithm based on biogeography to solve the model. The …

Persistent link: https://www.econbiz.de/10013304511

The Degradation Judgment Criterion And Data-Drive Model Optimization of Heavy-Duty Gas Turbine Based on Algorithm Structure Similarity

Guan, Jin; Lv, Xiaojing; weng, Yiwu - 2022

accounts 381233 sets of running data. Firstly, the steady data sorted by running time. Secondly, according to algorithm …

Persistent link: https://www.econbiz.de/10013304806