Off – Line Optimization of Strategic and Design Parameters of a Hybrid Stand-Alone Wind/Solar/Fuel Cell/Battery System

Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2014, Vol 16, Issue 5

Abstract

 Abstract: Energy management strategy governs the performance and efficiency of the system. This paper reports the use of an innovative strategy that implements monthly power split parameters to decide the division of load between the fuel cell and the batteries. These parameters are optimized and derived from swarm intelligence during the optimal sizing of a wind/PV/battery/Fuel cell configuration along with the optimized numbers of solar panels, wind turbines, fuel cells, batteries, DOD of batteries and the amount of hydrogen storage requirement. The energy management strategy also divides the operation of the system into five modes.While wind and solar form the primary sources of energy, batteries and a fuel cell stack forms the secondary and primary back-up source respectively. Two parameters, expected value of energy not served and the per-unit cost, have been chosen for the justification of the most optimal configuration. An adaptive particle swarm optimization is used for optimal sizing and a couple of radial basis neural networks trained with reset particle swarm optimization are used to calculate the life of batteries and fuel cell under specific operating conditions, thus helping us to maximize the life of fuel cells.

Authors and Affiliations

Soumyadeep Nag , Namitha Philip

Keywords

Related Articles

 Test Exude: Approach for Test Case Reduction

 Abstract : Software development is a planned and structured process includes research, new development, modification, re-engineering results in software products. The structure of development of software is SDLC. I...

Green Cloud Computing: Making Cloud as Environmental Friendly

Abstract:Cloud computingis a type of internet based computing that provides shared computer processing resources and data to computers and other devices on demand [pay per-use model] which is changing the world around us...

A Survey and Research Proposal of Plant Leaf Disease Diagnosis and Classification on Mobile Devices

Abstract: A plant disease is defined as anything that prevents a plant from performing to its maximal potential. A plant disease has impacted society and world olden times. Plant diseases have caused enormous economic lo...

 Comparison Of Neural Network And Differential Evolution In Estimation Of Air Quality Using Mean Square Error

 Softcomputing techniques are fast becoming reliable and efficient means of prediction and estimation. This has made their application more wide spread in recent years. With the growing need for intelligent devices...

Customer Relationship Management Using Clustering And Classification Technique

CRM (Customer Relationship Management) is a method and tool that helps organizations to maintain customer relationships in a structured manner. It can help to choose the right people or decide on new products that their...

Download PDF file
  • EP ID EP88920
  • DOI -
  • Views 132
  • Downloads 0

How To Cite

Soumyadeep Nag, Namitha Philip (2014).  Off – Line Optimization of Strategic and Design Parameters of a Hybrid Stand-Alone Wind/Solar/Fuel Cell/Battery System. IOSR Journals (IOSR Journal of Computer Engineering), 16(5), 13-26. https://europub.co.uk/articles/-A-88920