G
Guillermo Jimenez-Estevez
Researcher at University of Chile
Publications - 34
Citations - 3184
Guillermo Jimenez-Estevez is an academic researcher from University of Chile. The author has contributed to research in topics: Microgrid & Heuristic (computer science). The author has an hindex of 14, co-authored 33 publications receiving 2585 citations.
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Proceedings ArticleDOI
An Evolutionary Approach for the Greenfield Planning Problem in Distribution Networks
TL;DR: An evolutionary strategy -as a global search methodology- is proposed for distribution network Greenfield planning considering the network capacity constraints and the voltage drop and four crossover methodologies are proposed.
Proceedings ArticleDOI
Fuzzy demand forecasting in a predictive control strategy for a renewable-energy based microgrid
TL;DR: A stable Takagi & Sugeno (T&S) fuzzy model is proposed to perform the demand forecasting in a real-life microgrid located in Huatacondo, Chile and compared with an adaptive neural network, showing the T&S fuzzy model better open-loop prediction capabilities.
Proceedings ArticleDOI
Smart grid solutions for rural areas
TL;DR: In this article, the authors present a smart microgrid design solution covering both the technical and the community integration aspects, applied in the framework of an R&D project to a real isolated town located in the Chilean northern region.
Proceedings ArticleDOI
Support vector machines for on-line security analysis of power systems
TL;DR: A learning-based nonlinear classifier, which is a support vector machine (SVM) for SA, is applied and the final classification is obtained combining the output of each classifier with a Bayesian rule.
Journal ArticleDOI
Consumption modeling based on Markov chains and Bayesian networks for a demand side management design of isolated microgrids
TL;DR: In this article, a novel simulator of energy consumption patterns that allows designing demand side management (DSM) strategies without economic incentives is proposed, based on both actual consumption measurements and surveys applied to the inhabitants of an existing isolated microgrid (Huatacondo, Chile).