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检索条件"机构=GECAD - Knowledge Research Group on Intelligent Engineering and Computing for Advanced Innovation"
163 条 记 录,以下是131-140 订阅
排序:
Explainable Artificial Intelligence for Definition of Inputs in Neural Networks and K-nearest Neighbors Forecasting of Electricity Consumption
Explainable Artificial Intelligence for Definition of Inputs...
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IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)
作者: Daniel Ramos Pedro Faria Zita Vale Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development Polytechnic of Porto Porto Portugal
Nowadays, data science and machine learning areas play a crucial role by performing predictions of energy with reliable historic of consumptions and other sensors data. This is crucial for decision makers to formulate...
来源: 评论
Energy consumption forecasting based on Hybrid Neural Fuzzy Inference System
Energy consumption forecasting based on Hybrid Neural Fuzzy ...
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IEEE Symposium Series on Computational Intelligence (SSCI)
作者: Aria Jozi Tiago Pinto Isabel Praça Francisco Silva Brigida Teixeira Zita Vale Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development Polytechnic of Porto Porto Portugal
Forecasting the electricity consumption is one of the most challenging tasks for energy domain stakeholders. Having reliable electricity consumption forecasts can help minimizing the cost of electricity and also enabl... 详细信息
来源: 评论
Bilateral contract prices estimation using a Q-leaming based approach
Bilateral contract prices estimation using a Q-leaming based...
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IEEE Symposium Series on Computational Intelligence (SSCI)
作者: Jaime Rodríguez-Fernández Tiago Pinto Francisco Silva Isabel Praça Zita Vale Juan Manuel Corchado GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development Polytechnic of Porto (ISEP/IPP) Porto Portugal BISITE Research Centre University of Salamanca (USAL) Salamanca Spain
The electricity markets restructuring process encouraged the use of computational tools in order to allow the study of different market mechanisms and the relationships between the participating entities. Automated ne... 详细信息
来源: 评论
Hybrid Particle Swarm Optimization of Electricity Market Participation Portfolio
Hybrid Particle Swarm Optimization of Electricity Market Par...
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IEEE Symposium Series on Computational Intelligence
作者: Ricardo Faia Tiago Pinto Zita Vale Juan Manuel Corchado GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development Polytechnic of Porto (ISEP/ IPP) Porto Portugal BISITE Research Centre University of Salamanca (USAL) Salamanca Spain
This paper proposes a novel hybrid particle swarm optimization methodology to solve the problem of optimal participation in multiple electricity markets. The decision time is usually very important when planning the p... 详细信息
来源: 评论
Benders' decomposition applied to Energy Resource Management in smart distribution networks
Benders' decomposition applied to Energy Resource Management...
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Clemson University Power Systems Conference (PSC)
作者: J. Soares Bruno Canizes Z. Vale G. K. Venayagamoorthy GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development Polytechnic of Porto Porto Portugal Real-Time Power and Intelligent Systems Lab. Clemson University Clemson SC USA
This paper proposes a Benders' decomposition approach for the large-scale Energy Resource Management (ERM). The problem considers large amount of Distributed Energy Resources (DER) including Electric Vehicles (EVs... 详细信息
来源: 评论
Artificial Neural Network Based Efficient Maximum Power Point Tracking for Photovoltaic Systems
Artificial Neural Network Based Efficient Maximum Power Poin...
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International Conference on Environment and Electrical engineering (EEEIC)
作者: Ubaid ur Rehman Pedro Faria Luis Gomes Zita Vale Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development Polytechnic of Porto (ISEP/IPP) Porto Portugal
In this paper, we propose a novel Artificial Neural Network (ANN) based Maximum Power Point Tracking (MPPT) technique to enhance the overall solar power generation and to regulate the voltage variations due to the var... 详细信息
来源: 评论
Virtual Power Plant Optimization Service-Benchmark of Solvers
Virtual Power Plant Optimization Service-Benchmark of Solver...
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Federated Conference on Computer Science and Information Systems (FedCSIS)
作者: Filipe Alves Rui Ribeiro Maria Petiz Ali Abbasi Pedro Carvalho Ricardo Faia Pedro Faria Zita Vaie Ricardo Rodrigues DTx—Digital Transformation CoLAB University of Minho Guimarães Portugal GECAD-Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development LASI-Intelligent Systems Associate Laboratory Polytechnic of Porto Porto Portugal
This work provides a comprehensive analysis of the optimization of a Virtual Power Plant (VPP), that consider the presence of energy storage systems and controllable loads, through the benchmarking of various solvers.... 详细信息
来源: 评论
Evolutionary framework for multi-dimensional signaling method applied to energy dispatch problems in smart grids  19
Evolutionary framework for multi-dimensional signaling metho...
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19th International Conference on intelligent System Application to Power Systems, ISAP 2017
作者: Lezama, Fernando De Cote, Enrique Munoz Sucar, Luis Enrique Soares, Joao Vale, Zita Mexico PROWLER.io Ltd Cambridge United Kingdom GECAD-Res. Group on Intelligent Engineering and Computing for Advanced Innovation and Development Polytechnic of Porto Portugal
In the smart grid (SG) era, the energy resource management (ERM) in power systems is facing an increase in complexity, mainly due to the high penetration of distributed resources, such as renewable energy and electric... 详细信息
来源: 评论
Electric Vehicles Uncertainty Forecasting
Electric Vehicles Uncertainty Forecasting
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Saudi Arabia Smart Grid Conference (SASG)
作者: Juliana Chavez Zahra Foroozandeh Sérgio Ramos João Soares Zita Vale GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development Polytechnic of Porto School of Engineering (ISEP) 4200-072 Porto Portugal Polytechnic of Porto School of Engineering (ISEP) 4200-072 Porto Portugal
The growing integration of electric vehicles has attracted a lot of interest. However, they are highly affected by EV charging uncertainties and are, therefore, difficult to forecast accurately. This paper presents an...
来源: 评论
A Brief Review on Optimal Network Planning Considering Energy Storage Systems and Uncertainty
A Brief Review on Optimal Network Planning Considering Energ...
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Future Energy Solutions (FES), International Conference on
作者: Fábio Castro João Soares Bruno Canizes Zita Vale GECAD -Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development LASI – Intelligent Systems Associate Laboratory Polytechnic of Porto R. Dr. António Bernardino de Almeida 431 Porto Portugal
The topic of optimal planning has always been relevant ever since modern-day electricity markets were established. With the increasing awareness for a stable future, environmentally renewable sources of electricity pr...
来源: 评论