Design and Implementation of Energy Management System With Fuzzy Control for DC Microgrid Systems

This paper presents the design and implementation of an energy management system (EMS) with fuzzy control for a dc microgrid system. Modeling, analysis, and control of distributed power sources and energy storage devices with MATLAB/Simulink are proposed, and the integrated monitoring EMS is implemented with LabVIEW. To improve the life cycle of the battery, fuzzy control manages the desired state of charge. The RS-485/ZigBee network has been designed to control the operating mode and to monitor the values of all subsystems in the dc microgrid system.

[1]  S. Morozumi,et al.  Micro-grid Demonstration Projects in Japan , 2007, 2007 Power Conversion Conference - Nagoya.

[2]  Pavol Spanik,et al.  Design of photovoltaic solar cell model for stand-alone renewable system , 2014, 2014 ELEKTRO.

[3]  R. Bharanikumar,et al.  Analysis of Wind Turbine Driven PM Generator with Power Converters , 2010 .

[4]  Jiabin Wang,et al.  EV/HEV Li-ion battery modelling and State-of-Function determination , 2012, International Symposium on Power Electronics Power Electronics, Electrical Drives, Automation and Motion.

[5]  G. Bhuvaneswari,et al.  Development of a solar cell model in MATLAB for PV based generation system , 2011, 2011 Annual IEEE India Conference.

[6]  Dumbrava Stefan.  Matlab/Simulink solar cell model based on electrical parameters at only one operating condition , 2014, 2014 18th International Conference on System Theory, Control and Computing (ICSTCC).

[7]  Rong-Jong Wai,et al.  Adaptive Fuzzy-Neural-Network Design for Voltage Tracking Control of a DC–DC Boost Converter , 2012, IEEE Transactions on Power Electronics.

[8]  T. Friedli,et al.  Towards a 99% efficient three-phase buck-type PFC rectifier for 400 V DC distribution systems , 2011, 2011 Twenty-Sixth Annual IEEE Applied Power Electronics Conference and Exposition (APEC).

[9]  M.F. Naguib,et al.  Harmonics Reduction in Current Source Converters Using Fuzzy Logic , 2010, IEEE Transactions on Power Electronics.

[10]  R. Bharanikumar,et al.  Steady State Analysis of Wind Turbine Driven PM Generator with Power Converters , 2008, 2008 First International Conference on Emerging Trends in Engineering and Technology.

[11]  Peng Zhang,et al.  A distributed rectifier testing system based on RS-485 , 2010, 2010 5th IEEE Conference on Industrial Electronics and Applications.

[12]  Rosario Miceli,et al.  Photovoltaic module characteristics from CIGS solar cell modelling , 2013, 2013 International Conference on Renewable Energy Research and Applications (ICRERA).

[13]  Faa-Jeng Lin,et al.  DSP-Based Probabilistic Fuzzy Neural Network Control for Li-Ion Battery Charger , 2012, IEEE Transactions on Power Electronics.

[14]  Bangyin Liu,et al.  Photovoltaic DC-Building-Module-Based BIPV System—Concept and Design Considerations , 2011, IEEE Transactions on Power Electronics.

[15]  S. Rael,et al.  Mathematical model and characterization of the transient behavior of a PEM fuel cell , 2004, IEEE Transactions on Power Electronics.

[16]  Kai Sun,et al.  Power control of DC microgrid using DC bus signaling , 2011, 2011 Twenty-Sixth Annual IEEE Applied Power Electronics Conference and Exposition (APEC).

[17]  Goro Fujita,et al.  Evaluation ofMicro-grid Supply and Demand Stability forDifferent Interconnections , 2006 .

[18]  T. Ninomiya,et al.  High-efficiency high-power dc-dc converter for energy and space saving of power-supply system in a data center , 2011, 2011 Twenty-Sixth Annual IEEE Applied Power Electronics Conference and Exposition (APEC).

[19]  B. Dakyo,et al.  Polynomial Control Method of DC/DC Converters for DC-Bus Voltage and Currents Management—Battery and Supercapacitors , 2012, IEEE Transactions on Power Electronics.

[20]  G. Capponi,et al.  Fuel cell modelling and test: Experimental validation of model accuracy , 2013, 4th International Conference on Power Engineering, Energy and Electrical Drives.

[21]  Dushan Boroyevich,et al.  Passive filter topology study of single-phase ac-dc converters for DC nanogrid applications , 2011, 2011 Twenty-Sixth Annual IEEE Applied Power Electronics Conference and Exposition (APEC).

[22]  T.-F. Wu,et al.  Current distortion improvement and dc-link voltage regulation for bi-directional inverter in dc-microgrid applications , 2011, 2011 Twenty-Sixth Annual IEEE Applied Power Electronics Conference and Exposition (APEC).

[23]  Dushan Boroyevich,et al.  Non-linear, hybrid terminal behavioral modeling of a dc-based nanogrid system , 2011, 2011 Twenty-Sixth Annual IEEE Applied Power Electronics Conference and Exposition (APEC).

[24]  Hiroaki Kakigano,et al.  Distribution voltage control for DC microgrid by converters of energy storages considering the stored energy , 2010, 2010 IEEE Energy Conversion Congress and Exposition.