Proceedings of the International Conference on Artificial Intelligence Techniques for Electrical Engineering Systems (AITEES 2022)
24 articles
Proceedings Article
Peer-Review Statements
Valentina E. Balas, Ramesh C. Bansal, Siva Kumar Mangipudi, Subhojit Dawn
All of the articles in this proceedings volume have been presented at the [AITEES-2022] organized by Seshadri Rao Gudlavalleru Engineering College, Andhra Pradesh, India during 6th–7th May, 2022 through online mode. These articles have been peer reviewed by the Review members of the AITEES-2022 conference...
Proceedings Article
Analysis of Fraud Detection Prediction Using Synthetic Minority Over-Sampling Technique
Uma Maheswari Ramisetty, Venkata Nagesh Kumar Gundavarapu, Akanksha Mishra, Sravana Kumar Bali
Credit cards are increasingly being used in real life for a wide variety of purposes. Because of the growing number of users, the number of scammers is also growing at an accelerating rate. E-commerce fraud detection methods are critical for reducing losses. Models developed in the past using unbalanced...
Proceedings Article
Fuzzy Genetic Algorithm Based Antilock Braking System
Srinivasa Rao Gampa, Kiran Jasthi, Sireesha Alapati, Satish Kumar Gudey, Valentina E. Balas
In this paper a fuzzy genetic algorithm based anti lock braking system is designed for generating optimum braking torque for vehicles during braking conditions. In this work two fuzzy controllers are used, the first one for road condition estimator and the second is braking torque controller. The fuzzy...
Proceedings Article
Power System Security Assessment (PSSSA) Module Using GEORFA Technique
A. Amarendra, L. Ravi Srinivas, R. Srinivasa Rao
The electrical power system network contingency evaluation and it’s ranking method is very importance in present power systems network for its secured operation under various contingencies. This paper proposes golden eagle optimizer (GEO) and random forest algorithm (RFA) to assess the online/offline...
Proceedings Article
Modelling and Simulation of Hybrid Boosting Converter for Fuel Cell Applications
A. S. Veerendra, K. Lakshmi, A. Ramesh, Ch. Punya Sekhar, U. P. Kumar Chaturvedula, M. Ravindra, D. Tata Rao
It is appropriate to focus on sustainable energy vehicles, with an intention to meet the 2050 target of an 80% reduction in greenhouse gas emissions. Fuel cells (FCs) are the only acceptable source of efficiency available in vehicles from renewable sources. Moreover, the voltage of the FC is very low...
Proceedings Article
Sensitivity Based Allocation of FACTS Devices in a Transmission System Considering Differential Analysis
V. Srinivasa Rao, M. Ravindra, A. S. Veerendra, R. Srinivasa Rao, A. Ramesh, K. Manoz Kumar Reddy
This research proposes a differential analysis for determining the suitable location for FACTS devices (TCSC) and TCPAR to enhance network security during single-line outages (N-1). To ensure optimal device deployment when dealing with sensitivity variables, the proposed technique is based on performance...
Proceedings Article
Optimal Energy Procurement Scheme of a DC Microgrid with Demand Response Participation
Abhishek Singh, Avirup Maulik
This paper deals with an optimal energy procurement strategy in a DC microgrid. The DC microgrid comprises renewable sources, storage systems, and demand response participators, who are players in the electricity market. The DC microgrid operator considers bids from all the market players and pursues...
Proceedings Article
Implementation of Adaptive PSODV to Improved Benders Decomposition Based Unit Commitment
M. Ramu, L. Ravi Srinivas, S. Tara Kalyani
This paper aims at the latest approach for solving the security-constrained unit commitment problem (UCP) dependent on Improved Benders Decomposition (IBD) to Adaptive Particle swarm optimization with differentially perturbed velocity (APSODV). The proposed IBD determines the optimal unit commitment...
Proceedings Article
Optimal Allocation of Battery Energy Storage Systems in Active Distribution Network
Deepjyoti Saha, Sanjib Ganguly
This work presents an approach of finding the optimal location and size of battery energy storage system (BESS) in a distribution network with distributed generation (DG) in order to reduce distribution system losses and control of voltage rise due to DG fluctuation. The optimal site and size of the...
Proceedings Article
Comparative Review of Machine Learning and Deep Learning Techniques for Texture Classification
Shantanu Kumar, Amey Gupta
In this paper, we present a review and analysis of different methods and resources for texture classification, presenting the most popular techniques that have been used in the past decade. The paper covers some of the most traditional approaches involving texture descriptors like Gray Level Co-occurrence...
Proceedings Article
Optimum Placement of Battery Energy Storage Systems and Solar PV Units in Distribution Networks Using Gravitational Search Algorithm
Preetham Goli, Srikanth Yelem, Kiran Jasthi, Srinivasa Rao Gampa, D. Das
This paper proposes the optimum sizing and placement of photovoltaic (PV) units and battery energy storage systems using the Gravitational Search Algorithm (GSA) to minimize the burden on the substation. The solar PV units are allocated for daytime peak load reduction and the evening load is compensated...
Proceedings Article
Sentiment Analysis of Stocks Based on News Headlines Using NLP
Aastha Saxena, Arpit Jain, Prateek Sharma, Sparsh Singla, Amrita Ticku
In todays’ world everyone starting from a child to an adult is studying stocks and is finding ways to earn more by studying the patterns of the market. Stock market is a compound interrelated system of various investors. It fluctuates frequently and hence is hard to predict what is yet to come. All the...
Proceedings Article
Modelling of a Boost Converter Using Bayesian Regularized Artificial Neural Network
Satish Kumar Gudey, B. V. Lakshmana Rao, D. Akshaya, Sarath Pavan, M. Bharat Chandra
In this work, a Boost converter is modeled using Machine Learning Algorithm. Bayesian Regularized ANN is used in this work for reducing the lengthy cross-validation and the usage of neural networks to fit the data appropriately. First the boost converter is modeled using state space analysis. The stability...
Proceedings Article
Bio-Inspired Optimization Algorithms Based Design of Robust Controller for Single Machine Power System Stabilizer
Manogna Bojugu, Satish Kumar Injeti, Dasu Butti
A power system stabilizer (PSS) is a device that provides additional damping torque to the power system during the mitigation of oscillations caused by various sorts of disturbances. Bio-Inspired Optimization Algorithms are used to construct PSS on a Single Machine Infinite Bus (SMIB) system and two...
Proceedings Article
Robust Stability Constraints for Optimal Lead Lag PSS Design Using Interval Approach
A. S. V. Vijaya Lakshmi, Siva Kumar Mangipudi, Ramalinga Raju Manyala
Electric vehicles have become much more common in our daily lives as a result of technological advancements. This may cause tremendous growth in the consumption of electrical energy. The globe is moving toward the alternative energy generation as a result of global warming and the depletion of fossil...
Proceedings Article
Fuzzy Logic Control of DC-DC Buck Converter in DC Distribution System with Constant Power Load
Ummaleti SaiSangeeth, N. K. Arun
Fuzzy Logic Control as an alternative approach for the control of Buck Converter with Constant Power Load for DC Microgrid application is proposed. Electric power system connected with point-of-load converter behave as Constant Power Load (CPL). The system will consist of two buck converters connected...
Proceedings Article
Order Reduction of Continuous Time Linear Interval Systems Using Whale Optimization Algorithm
G. Ramesh, M. Siva Kumar, B. Dasu, R. Srinivasa Rao
The Whale Optimization Algorithm (WOA) is a nature-inspired meta-heuristic optimization algorithm that replicates humpback whale social behaviour. The method of bubble-net hunting inspired the algorithm. In this paper, the decreasing Order Interval System was acquired using WOA from a higher order linear...
Proceedings Article
Optimized Hybrid Buck DC-DC Converter with QFT Controller
Vargil Kumar Eate, B. Mahesh Babu, G. Kishore Babu
The present research work discuss about a hybrid DC-DC buck converter with QFT controller which is intended to reduce the power component voltage stress. The conventional buck converter with split switched inductor and cross connection of uni-direction switch results in Cross Inductor Hybrid dc-dc buck...
Proceedings Article
A Novel Model Reduction Approach for Linear Time-Invariant Systems via Whale Optimization Algorithm
V. Nagababu, D. Vijay Arun, M. Siva Kumar, B. Dasu, R. Srinivasa Rao
For the determination of accurate and stable decreasing-order model, Heuristic search method is used. Whale optimization algorithm is used to optimize stable higher order systems. By lowering the objective function (E) value, this approach builds the best reduced-order model. The First function determines...
Proceedings Article
A Grid-Connected ZVS Single Phase Full Bridge Inverter with DF THI PWM Scheme
Kalyan Raj Kaniganti, Md. Rafi Khan, Madhu Kiran Buddi, R. Srinivasa Rao
This paper proposes the modulation scheme for grid connected full bridge inverter of single phase configuration to achieve ZVS condition with auxiliary switch. The THI PWM strategy is employed to control the auxiliary switch which is evolved from ZVS THI PWM, the DF modulation scheme is incorporated...
Proceedings Article
Flywheel Energy Based Energy Power Generator Grid-Connected VSC HVDC Performance Under Faults
P. Venkata Mani Sudha, J. Sivavara Prasad, J. V. Pavan Chand
Voltage Source Converter (VSC) transmission dependent on High Voltage Direct Current (HVDC) is viewed as a potential force transmission in future. This paper focuses on the way the dependable VSC-HVDC unwavering quality between seaside wind ranches and beach front lattices. In addition, a large-capacity,...
Proceedings Article
Maximum Power Point Tracking Algorithm Based on Particle Swarm Optimization to Capture Maximum Power from PV Strings
I. Divya Sathya Sree, P. Sobha Rani, T. Nagadurga
A fast-growing population, rising number of smart cities, and exponential usage of electronic gadgets have all contributed to a growing demand for electricity, possibly causing menacingly high levels of carbon emissions and atmospheric pollution in India. These energy sources do not release any greenhouse...
Proceedings Article
An Effective Controller Design for BLDC Motor Drive with Nature Inspired Heuristic Algorithm
Trinayani Chittajallu, Ravi Srinivas Lanka
In this paper, an effective controller design for the BLDC motor drive is proposed using nature inspired Whale Optimization Algorithm (WOA). The PI controller is developed for the speed control of BLDC motor using Whale Optimization Algorithm. The gain settings of a PI controller are improved using WOA,...
Proceedings Article
Development of an Exploratory Blockchain for Enhanced Data Security in Smart Grids
Nishkar Naraindath, Ramesh Bansal, Raj Naidoo
Data integrity is of paramount importance to the operation and analysis of Microgrids. This paper has developed a functional blockchain system incorporating digital file hashing. The system provides the means to detect file tampering contributing to the advancement of data transparency and security....