PROJECT TITLE :

Implementation of an Evolving Fuzzy Model (eFuMo) in a Monitoring System for a Waste-Water Treatment Process

ABSTRACT:

Increasing demands on effluent quality and loads call for an improved control, monitoring, and fault detection of waste-water treatment plants (WWTPs). Improved control and optimization of WWTP cause increased pollutant removal, a reduced would like for chemicals also energy savings. An necessary step toward the optimal functioning of a WWTP is to minimize the influence of sensor faults on the management quality. To achieve this, a fault-detection system should be implemented. In this paper, the concept of using an evolving methodology as a base for the fault-detection/monitoring system is tested. The system is based on the evolving fuzzy model technique. This technique permits us to model the nonlinear relations between the variables with the Takagi-Sugeno fuzzy model. The tactic uses basic evolving mechanisms to feature and remove clusters and the adaptation mechanism to adapt the clusters' and native models' parameters. The proposed fault-detection system is tested on measured data from a real WWTP. The results indicate the potential improvement of the WWTP's management throughout a sensor malfunction.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE : Small Low-Contrast Target Detection Data-Driven Spatiotemporal Feature Fusion and Implementation ABSTRACT: An essential and difficult task in the airspace is the detection of low-contrast targets that are relatively
PROJECT TITLE : A Learning-based Data Placement Framework for Low Latency in Data Center Networks ABSTRACT: The provision of data services with a low latency is becoming an increasingly important challenge for data center applications.
PROJECT TITLE : An Ultra-Scalable Blockchain Platform for Universal Asset Tokenization Design and Implementation ABSTRACT: In this article, we provide an explanation of the Alphabill family of technologies, which addresses
PROJECT TITLE : Optimal Power Flow for ACDC GridsFormulation, Convex Relaxation, Linear Approximation and Implementation ABSTRACT: Today's transmission systems would be incomplete without HVDC. Accurate models of HVDC converter
PROJECT TITLE : Design and Implementation of a Variable Synthetic Inertia Controller for Wind Turbine Generators ABSTRACT: The rising use of Renewable Energy Sources (RES) and converter-connected power generation is reducing

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry