Abstract
Biogas electrical power generation is a renewable energy which originated from biological materials. The technology design and model power system that predict and control the generation of biogas Electrical production. This research paper develops a Neuro-fuzzy controller model for generation of Biogas power production. A Neuro-fuzzy controller is design to the Biogas power system in order to improve the power quality delivery to the load. The set of 27 rules are written for proper training of biogas electrical data in the neural network. The training is used to control signal of the Biogas Power output of the system. The output of Neural Network unit is given as input to the de-fuzzification unit and the linguistic variables are converted back into the crisp form. Therefore the algorithm was designed to decide power supply to the load as to improve the performance of the biogas system using MATLAB/SIMULINK and Neuro-fuzzy model was developed for easy input of the data. The result shows that biogas electrical power output increased by 4.39kw, which is 54.8% increase when Neuro-fuzzy controller is incorporated. The improvement in the system is due to the training of input parameters of the biogas generated. The result obtained shows that there is Real Power improvement in Biogas system when Neuro-fuzzy is incorporated in the system model
Highlights
Biogas is an organic gas which is obtained from the biodegradation or decomposition of biological organic wastes from plants and animals under anaerobic condition by the action of bacteria [10].The biological organic materials, which can be recycled to produce biogas, are referred to as “Biomass”
Set of 27 rules are written for proper training of biogas electrical data in the neural network
The algorithm was designed to decide power supply to the load as to improve the performance of the biogas system using MATLAB/SIMULINK and Neuro-fuzzy model was developed for easy input of the data
Summary
Biogas is an organic gas which is obtained from the biodegradation or decomposition of biological organic wastes from plants and animals under anaerobic condition by the action of bacteria [10].The biological organic materials, which can be recycled to produce biogas, are referred to as “Biomass”. In Nigeria, quite a large number of biomass is produced daily. They vary from the actions of humans, natural cause (as in death of living organisms) and industrial activities. Most of these wastes are often disposed either into the water bodies or on the land thereby leading to environmental pollution. Organic by-products, which were once referred to as “waste products”, are no longer considered so. This is due to the advent of “effective waste transformational technology” which ensures
Sign-in/Register to view highlights & summary 
Published Version (
Free)
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a call