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All Journal International Journal of Power Electronics and Drive Systems (IJPEDS) Indonesian Journal of Electrical Engineering and Computer Science
Debani Prasad Mishra
International Institute of Information Technology
Control & Systems Engineering Electrical & Electronics Engineering

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Short-term load forecasting of the distribution system using cuckoo search algorithm Saroj Kumar Panda; Papia Ray; Debani Prasad Mishra; Surender Reddy Salkuti
International Journal of Power Electronics and Drive Systems (IJPEDS) Vol 13, No 1: March 2022
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijpeds.v13.i1.pp159-166

Abstract

For solving the different optimization problems, the cuckoo search is one of the best nature's inspired algorithms. It is an effective technique compare to other optimization methods. For this manuscript, we are using a back propagation neural network for the Xintai power plant consist of short-term electrical load forecasting. The limitation of back propagation is overcome by the cuckoo search algorithm. The function is used for cuckoo search is Gamma probability distribution and its result is compared with other possible cuckoo search methods. The mean average percentage error of Gamma cuckoo search is 0.123%, cuckoo search with Pareto based is 0.127% and Levy based cuckoo search is 0.407%. Other results of the cuckoo search are also found by a linear decreasing switching parameter with a mean average error is 0.344% and 0.389% of mean average error with the use of an exponentially increasing switching parameter. This improved cuckoo search algorithm brings good results in the predicted load which is very important for the Xintai power plant using short-term load forecasting.
Power quality improvement using fuzzy logic-based compensation in a hybrid power system Soumya Ranjan Das; Debani Prasad Mishra; Prakash Kumar Ray; Surender Reddy Salkuti; Arun Kumar Sahoo
International Journal of Power Electronics and Drive Systems (IJPEDS) Vol 12, No 1: March 2021
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijpeds.v12.i1.pp576-584

Abstract

This paper is based on the improvement of power quality (PQ) using fuel cell and fuzzy based controller. By using the proposed controller, the quality of power in the grid system especially in micro grid connected with non- linear and unbalanced load is enhanced. The configuration of the system is combined with hybrid arrangement of photovoltaic ([PV) with wind energy conversion system (WECS), fuel cell (FC) including the compressed air energy storage system (CAES) where the power management is controlled by using the distributed power sharing technique. In this proposed system the distortions in voltage at point of common coupling (PCC) is decreased by using the FC which acts as compensator in hybrid system. Reference current is developed which depends on real and reactive power of the source connected to the compensator. Based on demand of power for nonlinear load, without using any external communication interfaces, the proposed control theory can change the modes of operation and can compensate the unbalance in the system which is caused due to single-phase micro sources and load changes. The complete productive design of the micro-sources and power electronic converters are presented in the paper. The operation and performance of the proposed controller used in microgrid is validated through simulation in MATLAB/Simulink environment.
Satellite mission to study the Van Allen belts Drishana Jhunjhunwalla; Debani Prasad Mishra; Jayanta Kumar Sahu; Dashmat Hembram; Surender Reddy Salkuti
Indonesian Journal of Electrical Engineering and Computer Science Vol 31, No 3: September 2023
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v31.i3.pp1400-1407

Abstract

The Van Allen belts are said to be a pack of highly energetic particles which are extremely fatal to electronic systems and living beings. Very little information is known about them. Besides the data from past missions, it’s still not enough to draw any conclusion regarding the phenomenon of its shape, size, and density. The paper talks of a cost-effective satellite mission named Vansat to study the Van Allen belts in depth. The project aims to study the energetic particles, magnetic fields, and plasma waves in the radiation belts. The mission also focuses on having environment-friendly concepts demonstrated through the technologies along with a reduction in the complexity of the devices and instruments. Vansat consists of a dual satellite system-one satellite to study the inner belt and the other to study the outer belts. The octagonal geometry of the satellite along with wings and solar panels ensure aero dynamicity, energy saving as well as radiation shielding.
Co-Authors Arun Kumar Sahoo Dashmat Hembram Drishana Jhunjhunwalla Jayanta Kumar Sahu Papia Ray Prakash Kumar Ray Saroj Kumar Panda Soumya Ranjan Das Surender Reddy Salkuti