Data-driven and physics-constrained acoustic holography based on optimizer unrolling by Pagavino Manuel, Zotter Franz

“…The network retrieves the strengths of equivalent sources from measurements by unrolling an iterative optimizer, whose regularizing parameters are inferred via supervised learning. …”
Get full text

An Evidential Solar Irradiance Forecasting Method Using Multiple Sources of Information by Mohamed Mroueh, Moustapha Doumiati, Clovis Francis, Mohamed Machmoum

“…This study proposes an innovative approach to solar irradiance forecasting based on the theory of belief functions, introducing a novel and flexible evidential method for short-to-medium-term predictions. The proposed machine learning model is designed to effectively handle missing data and make optimal use of available information. …”
Get full text

An MINLP Optimization Method to Solve the RES-Hybrid System Economic Dispatch of an Electric Vehicle Charging Station by Olukorede Tijani Adenuga, Senthil Krishnamurthy

“…An MINLP optimization method to solve the RES-hybrid system economic dispatch of electric vehicle charging stations is proposed in this paper. …”
Get full text

Localization of Acoustic Emission Source in Rock Using SMIGWO Algorithm by Jiong Wei, Fuqiang Gao, Jinfu Lou, Lei Yang, Xiaoqing Wang

Subjects: Get full text

A DRL-based optimization method for microgrid operation by ZENG Lei, DING Quan, CHEN Xiaoyu, YUE Xianya

“…To address the challenges of source-load uncertainty and insufficient scheduling flexibility in microgrids， an optimization method for microgrid operation based on deep reinforcement learning （DRL） is proposed. …”
Get full text

A Novel Method for Estimating Parameters of Magnetic Dipole Sources Under Low Signal-to-Noise Ratio Conditions Based on LM-OBF Algorithm by Zhaotao Yan, Zhaofa Zeng, Jianwei Zhao

“…Therefore, this study proposes a method for estimating magnetic source parameters based on the LM-OBF algorithm. …”
Get full text

End-to-End Collaborative Optimization Method for Microgrid Power Prediction and Optimal Scheduling by ZHANG Li, WANG Bao, JIA Jianxiong, SONG Zhumeng, YE Yutong, YU Yue, LIN Jiaqing, XU Xiaoyuan

“…Microgrids, as one of the effective methods for integrating new energy sources, play a crucial role in the new-type power systems. …”
Get full text

Regularisation problems at the determination of the acoustic power of sound sources by J. Piechowicz

“…This paper presents exploratory problems of regularisation of the inverse method for the investigation of the characteristics of acoustic sources at industrial conditions. …”
Get full text

Optimization of self-sufficient hybrid renewable energy source fed BWRO desalting plant through fuzzy AHP and VIKOR MCDM techniques by D. Suriya kumari, P.S. Manoharan, K. Chidambarathanu, J. Vishnupriyan

Get full text

Stochastic Optimization Scheduling Method for Mine Electricity–Heat Energy Systems Considering Power-to-Gas and Conditional Value-at-Risk by Chao Han, Yun Zhu, Xing Zhou, Xuejie Wang

“…To fully accommodate renewable and derivative energy sources in mine energy systems under supply and demand uncertainties, this paper proposes an optimized electricity–heat scheduling method for mining areas that incorporates Power-to-Gas (P2G) technology and Conditional Value-at-Risk (CVaR). …”
Get full text

Non-intrusive load identification method based on VMD and PSO-SVM by YANG Rui, ZOU Xiaosong, XIONG Wei, YUAN Xufeng, ZHENG Huajun, LIU Bin

Get full text

Review of Frost-free and Defrost Methods for Air-source Heat Pump Systems by Shen Jiubing, Li Ziqiang, Xing Ziwen, Yu Yue, Ge Meicai

“…This study presents a review of the frosting conditions, frost-free method, and different defrosting methods for air-source heat pump systems. …”
Get full text

A Passive Time Reversal Method with a Metamodel for Underwater Source Localization by Jiang Liu, Sheng Li

“…A passive time reversal method with a metamodel (PTR-MM) is proposed to improve underwater source localization under ocean conditions. …”
Get full text

Practical and cost-effective method for the isolation of pollen grains from various sources by Ozge S. Kuddar, Benjamin J. Callahan, Christopher Bernhardt, Kelly A. Meiklejohn

“…Mock standards, with known concentrations and varied characteristics, when analyzed alongside unknown samples, can provide evaluation, optimization, and validation of scientific methods. Due to the scarcity of commercially available pollen grains, this study introduces a practical and cost-effective method for isolating pollen grains from various sources to be used in a mock pollen standard. …”
Get full text

An Integrity Monitoring Method for Navigation Satellites Based on Multi-Source Observation Links by Jie Xin, Dongxia Wang, Kai Li

“…This study constructs multi-source observation links with satellite-to-ground, inter-satellite, and satellite-based observation data, proposes an integrity monitoring method with optimization of observation links, and verifies the performance of integrity monitoring with different observation links. …”
Get full text

Demand Side Load Source Duality Modeling Method for Active Demand Response by Xin AI, Limin XU, Huichuan LIU, Xueying WANG, Hongyang LIU, Yizheng LI

“…This paper takes the method of load source duality modeling for active demand response as the theme, analyzes the research results of load source duality modeling at home and abroad from the perspective of flexible resources participating in grid dispatching on demand side. …”
Get full text

A novel method for asynchronous source localisation based on time of arrival measurements by Huijie Zhu, Sheng Liu, Zhiqiang Yao, Moses Chukwuka Okonkwo, Zheng Peng

“…Simulations show that the proposed method is superior in terms of localisation accuracy and computational complexity, and can reach the optimality benchmark of Cramér–Rao Lower Bound even in high signal-to-noise ratio environments.…”
Get full text

On the implementation of a global optimization method for mixed-variable problems by Nannicini, Giacomo

“…We describe the optimization algorithm implemented in the open-source derivative-free solver RBFOpt. …”
Get full text

L-lactic acid fermentation condition with rapid saccharification solution of total cellulose from wheat straw as carbon source by PENG Hongcao, XU Xueqin, WANG Xiaofan, ZHU Huixia, MA Xiaojing, YAO Risheng, WANG Huai

Get full text

A distributed week-ahead scheduling method for the charging / discharging of plug-in electric vehicles integrated into the grid by Yan Cui, Zechun Hu, Yujian Wan, Junsong Li, Chengcheng Shao, Zhiyuan Bao, Xiaoyu Duan

Get full text