PROJECT TITLE :

Particle swarm optimisation aided least-square support vector machine for load forecast with spikes

ABSTRACT:

This study developed a load forecasting system for electrical market participants. Combining the least-square support vector machine (LSSVM) and particle swarm optimisation (PSO), a LSSVM_PSO was proposed for the solving process. The masses, temperature, and relative humidity of the Taipower system were collected in the Excel Database. Knowledge mining techniques is employed to get meaningful patterns, with the PSO applied to regulate learning rates. The forecasting error will be reduced throughout the training process to enhance each the accuracy and reliability, where even the spikes were nicely followed. The support vector regression, LSSVM, radial basis perform neural network and therefore the proposed LSSVM_PSO were all developed and compared to test the convergence and performance. Simulation results demonstrated the effectiveness of the proposed technique in an exceedingly price volatile setting.


Did you like this research project?

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


PROJECT TITLE :Particle Smoothing for Conditionally Linear Gaussian Models as Message Passing Over Factor Graphs - 2018ABSTRACT:During this Project, the fixed-lag smoothing problem for conditionally linear Gaussian state-space
PROJECT TITLE :Image Reconstruction For Magnetic Particle Imaging Using An Augmented Lagrangian Method - 2017ABSTRACT:Magnetic particle imaging (MPI) could be a comparatively new imaging modality that pictures the spatial distribution
PROJECT TITLE : continuously adaptive data fusion and model relearning for particle filter tracking with multiple features - 2016 ABSTRACT: This paper presents a brand new technique for object tracking in an exceedingly camera
PROJECT TITLE :Optimisation for offshore wind farm cable connection layout using adaptive particle swarm optimisation minimum spanning tree methodABSTRACT:The wind farm layout optimisation downside is similar to the classic mathematical
PROJECT TITLE :2D Images Recorded With a Single-Sided Magnetic Particle Imaging ScannerABSTRACT:Magnetic Particle Imaging is a new medical imaging modality, which detects superparamagnetic iron oxide nanoparticles. The particles

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

Project Enquiry