Fuzzy ARTMAP based forecast of renewable generation for a high frequency AC microgrid

Chakraborty, Sayantan; Simões, Marcelo Godoy

doi:10.1109/iecon.2005.1569000

Cited by 11 publications

(7 citation statements)

References 11 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Later, a fuzzy system is implemented to put into practice the optimal strategies previously found. In addition, the parameters of the fuzzy system were adapted by a genetic algorithm; meanwhile, in [78] ca be seen a strategy employed for the prediction of time series to regulate the dispatch of energy.…”

Section: Energy Dispatchmentioning

confidence: 99%

Review of Control techniques in Distributed Power Generation Systems

2020

View full text Add to dashboard Cite

In this document are revised different control techniques applied to distributed generation systems, including control of active-reactive power, load-frequency control and the identification and control of island mode operation of the generation units, which are the main themes identified. The different control strategies identified are PID, robust, predictive and fuzzy, with applications in the aforementioned subjects. Particularly, applications for the interconnection of generation units and the control of the electric power conversion system DC-AC (inverter) are observed.

show abstract

Section: Energy Dispatchmentioning

confidence: 99%

Review of Control techniques in Distributed Power Generation Systems

2020

View full text Add to dashboard Cite

show abstract

“…The shunt inverter can be located either on the right (thus the name right shunt UPQC (UPQC-R)) [7]- [20], [22], [23], [25], [26], [28]- [40], [42], [44]- [56], [58]- [84], [86]- [97], [99]- [127], [129]- [144], [153]- [168] or left (hence the name left shunt UPQC (UPQC-L)) [7], [21], [24], [27], [41], [43], [57], [85], [98], [128], [145], [152] side of the series inverter.…”

Section: ) Right and Left Shunt Upqc (Upqc-r And Upqc-l)mentioning

confidence: 99%

Enhancing Electric Power Quality Using UPQC: A Comprehensive Overview

Khadkikar¹

2012

IEEE Trans. Power Electron.

610

275

View full text Add to dashboard Cite

This paper presents a comprehensive review on the unified power quality conditioner (UPQC) to enhance the electric power quality at distribution levels. This is intended to present a broad overview on the different possible UPQC system configurations for single-phase (two-wire) and three-phase (three-wire and four-wire) networks, different compensation approaches, and recent developments in the field. It is noticed that several researchers have used different names for the UPQC based on the unique function, task, application, or topology under consideration. Therefore, an acronymic list is developed and presented to highlight the distinguishing feature offered by a particular UPQC. In all 12 acronyms are listed, namely, UPQC-D, UPQC-DG, UPQC-I, UPQC-L, UPQC-MC, UPQC-MD, UPQC-ML, UPQC-P, UPQC-Q, UPQC-R, UPQC-S, and UPQC-VA m in . More than 150 papers on the topic are rigorously studied and meticulously classified to form these acronyms and are discussed in the paper.Index Terms-Active power filter (APF), harmonic compensation, power quality, reactive power compensation, unified power quality conditioner (UPQC), voltage sag and swell compensation.

show abstract

“…Chakraborty and M.G. Simoes in [99] and in [100], focus on renewable energy sources integration in a distributed generation system, implementing a distributed intelligent EMS to optimize operating costs. A Fuzzy ARTMAP Neural Network is used to predict hourly day-type outputs, based on which generation can be forecasted.…”

Section: Operation Scheduling: Economic Load Dispatch Problemmentioning

confidence: 99%

Computational optimization techniques applied to microgrids planning: A review

Gamarra

Guerrero

2015

Renewable and Sustainable Energy Reviews

308

143

View full text Add to dashboard Cite

Microgrids are expected to become part of the next electric power system evolution, not only in rural and remote areas but also in urban communities. Since microgrids are expected to coexist with traditional power grids (such as district heating does with traditional heating systems), their planning process must be addressed to economic feasibility, as a long-term stability guarantee. Planning a microgrid is a complex process due to existing alternatives, goals, constraints and uncertainties. Usually planning goals conflict each other and, as a consequence, different optimization problems appear along the planning process. In this context, technical literature about optimization techniques applied to microgrid planning have been reviewed and the guidelines for innovative planning methodologies focused on economic feasibility can be defined. Finally, some trending techniques and new microgrid planning approaches are pointed out.

show abstract

Fuzzy ARTMAP based forecast of renewable generation for a high frequency AC microgrid

Cited by 11 publications

References 11 publications

Review of Control techniques in Distributed Power Generation Systems

Review of Control techniques in Distributed Power Generation Systems

Enhancing Electric Power Quality Using UPQC: A Comprehensive Overview

Computational optimization techniques applied to microgrids planning: A review

Contact Info

Product

Resources

About