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Single and multi-area multi-fuel economic dispatch using a fuzzified squirrel search algorithm

protection and Control of Modern power Systems 2021年第1期6卷 147-159页

作者： V.ponnuvel Sakthivel p.duraisamy sathya Department of Electrical and Electronics Engineering Government College of EngineeringDharmapuriTamilnadu636704India Department of Electronics and Communication Engineering FEATAnnamalai UniversityChidambaramTamilnadu608002India

Multi-Area Multi-Fuel Economic Dispatch (MAMFED) aims to allocate the best generation schedule in each area and to offer the best power transfers between different areas by minimizing the objective functions among the available fuel alternatives for each unit while satisfying various constraints in power systems. In this paper, a Fuzzified Squirrel Search Algorithm (FSSA) algorithm is proposed to solve the single-area multi-fuel economic dispatch (SAMFED) and MAMFED problems. Squirrel Search Algorithm (SSA) mimics the foraging behavior of squirrels based on the dynamic jumping and gliding strategies. In the SSA approach, predator presence behavior and a seasonal monitoring condition are employed to increase the search ability of the algorithm, and to balance the exploitation and exploration. The suggested approach considers the line losses, valve point loading impacts, multi-fuel alternatives, and tie-line limits of the power system. Because of the contradicting nature of fuel cost and pollutant emission objectives, weighted sum approach and price penalty factor are used to transfer the bi-objective function into a single objective function. Furthermore, a fuzzy decision strategy is introduced to find one of the pareto optimal fronts as the best compromised solution. The feasibility of the FSSA is tested on a three-area test system for both the SAMFED and MAMFED problems. The results of FSSA approach are compared with other heuristic approaches in the literature. Multi-objective performance indicators such as generational distance, spacing metric and ratio of non-dominated individuals are evaluated to validate the effectiveness of FSSA. The results divulge that the FSSA is a promising approach to solve the SAMFED and MAMFED problems while providing a better compromise solution in comparison with other heuristic approaches.

关键词： Fuzzy set theory Heuristic optimization Multi-area economic dispatch pareto-optimal front Squirrel search algorithm Tie-line constraint

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A New Multilevel Thresholding Method Using Swarm Intelligence Algorithm for Image Segmentation

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Journal of Intelligent Learning Systems and Applications 2010年第3期2卷 126-138页

作者： sathya p. duraisamy Ramanujam Kayalvizhi 不详

Thresholding is a popular image segmentation method that converts gray-level image into binary image. The selection of optimum thresholds has remained a challenge over decades. In order to determine thresholds, most methods analyze the histogram of the image. The optimal thresholds are often found by either minimizing or maximizing an objective function with respect to the values of the thresholds. In this paper, a new intelligence algorithm, particle swarm opti-mization (pSO), is presented for multilevel thresholding in image segmentation. This algorithm is used to maximize the Kapur’s and Otsu’s objective functions. The performance of the pSO has been tested on ten sample images and it is found to be superior as compared with genetic algorithm (GA).

关键词： Image Segmentation Multilevel Thresholding particle Swarm Optimization

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Design of Deep Reinforcement Learning Controller Through Data-assisted Model for Robotic Fish Speed Tracking

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Journal of Bionic Engineering 2023年第3期20卷 953-966页

作者： palmani duraisamy Manigandan Nagarajan Santhanakrishnan Amirtharajan Rengarajan Robotics Lab School of EEESASTRA Deemed UniversityThanjavurTamil Nadu613401India Department of ECE School of EEESASTRA Deemed UniversityThanjavurTamil Nadu613401India

It is common for robotic fish to generate thrust using reactive force generated by the tail’s physical motion, which interacts with the surrounding fluid. The coupling effect of the body strongly correlates with this thrust. However, hydrodynamics cannot be wholly modeled in analytical form. Therefore, data-assisted modeling is necessary for robotic fish. This work presents the first method of its kind using Genetic Algorithm (GA)-based optimization methods for data-assistive modeling for robotic fish applications. To begin, experimental data are collected in real time with the robotic fish that has been designed and fabricated using 3D printing. Then, the model’s influential parameters are estimated using an optimization problem. Further, a model-based deep reinforcement learning (DRL) controller is proposed to track the desired speed through extensive simulation work. In addition to a deep deterministic policy gradient (DDpG), a twin delayed DDpG (TD3) is employed in the training of the RL agent. Unfortunately, due to its local optimization problem, the RL-DDpG controller failed to perform well during training. In contrast, the RL-TD3 controller effectively learns the control policies and overcomes the local optima problem. As a final step, controller performance is evaluated under different disturbance conditions. In contrast to DDpG and GA-tuned proportional-integral controllers, the proposed model with RL-TD3 controller significantly improves the performance.

关键词： Bioinspired robot Data-assisted model Genetic algorithm Reinforcement learning control Robotic fish

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Influence of Geometric Design Variable and Bone Quality on Stress Distribution for Zirconia Dental Implants-A 3D Finite Element Analysis

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Computer Modeling in Engineering & Sciences 2018年第11期117卷 125-141页

作者： duraisamy Velmurugan Masilamany Santha Alphin Department of Mechanical Engineering SSN College of EngineeringKalavakkamTamil Nadu603110India

This study aims to investigate the effects of variable thread pitch on stress distribution in bones of different bone qualities under two different loading conditions(Vertical,and Horizontal)for a Zirconia dental *** this purpose,a three dimensional finite element model of the mandibular premolar section and three single threaded implants of 0.8 mm,1.6 mm,2.4 mm pitch was *** element analysis software was used to develop the model and three different bone qualities(Type II,Type III,and Type IV)were prepared.A vertical load of 200 N,and a horizontal load of 100 N was applied at the abutment *** von-Mises stress criterion was used to analyze the *** crestal bony-region of the mandibular section was subjected to maximum von-Mises stresses for all bone *** outcome of this study indicates that,horizontal loading had more influence on stress distribution than vertical loading,regardless of the bone qualities and pitch *** the dental implant pitch does not cause any decrease in stress distribution in bone,when the bone density *** study concluded that implants with minimum pitch values induced lesser stress values at the implant-bone interface.

关键词： Bone quality finite element analysis implant stress.

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Design,Modeling,and Control of Biomimetic Fish Robot:A Review

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Journal of Bionic Engineering 2019年第6期16卷 967-993页

作者： palmani duraisamy Rakesh Kumar Sidharthan Manigandan Nagarajan Santhanakrishnan Robotics Laboratory Department of Electronics and Instrumentation EngineeringSASTRA Deemed UniversityThanjavurTamil Nadu-613401India

A comprehensive review on bio-inspired fish robots has been done in this article with an enhanced focus on swimming styles,actuators,hydrodynamics,kinematic-dynamic modeling,and *** styles such as body and/or caudal fin and median and/or paired fin and their variants are discussed in *** shows that most fish robots adapt carangiform in body and/or caudal fin type swimming as it gives significant thrust with a maximum speed of 3.7 ms 1 in *** of smart or soft actuators to enhance real-time dynamics was studied from literature,and it was found that the robot built with polymer fiber composite material could reach a speed of 0.6 m s However,dynamic modeling is relatively complex,and material selection needs to be *** numerical and analytical methods in dynamic modeling have been investigated highlighting merits and *** parameter estimation through the data-driven model is widely used in offline,however online estimation of the same need to be *** controllers are frequently used tor navigation and stabilization,which often encounters the linearization problem and hence,can be replaced with the state-of-the-art adaptive and intelligent *** article also summarizes the potential research gaps and future scopes.

关键词： biomimetic fish robot swimming modes hydrodynamic modeling motion control smart actuators

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Review of Computational Techniques for the Analysis of Abnormal patterns of ECG Signal provoked by Cardiac Disease

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Computer Modeling in Engineering & Sciences 2021年第9期128卷 875-906页

作者： Revathi Jothiramalingam Anitha Jude duraisamy Jude Hemanth Kalaignarkarunanidhi Institute of Technology Coimbatore641402India Department of ECE Karunya Institute of Technology and SciencesCoimbatore641114India

The 12-lead ECG aids in the diagnosis of myocardial infarction and is helpful in the prediction of cardiovascular disease *** does,though,have certain *** other electrocardiographic anomalies such as Left Bundle Branch Block and Left Ventricular Hypertrophy syndrome,the ECG signal withMyocardial Infarction is difficult to *** diseases cause variations in the ST portion of the ECG *** reduces the clarity of ECG signals,making itmore difficult to diagnose these *** a result,the specialist is misled into making an erroneous diagnosis by using the incorrect therapeutic *** on these concepts,this article reviews the different procedures involved in ECG signal pre-processing,feature extraction,feature selection,and classification techniques to diagnose heart disorders such as LeftVentricularHypertrophy,Bundle Branch Block,andMyocardial *** reveals the flaws and benefits in each segment,as well as recommendations for developing more advanced and robustmethods for diagnosing these diseases,which will increase the system’s *** current issues and prospective research directions are also addressed.

关键词： Bundle branch block myocardial infarction left ventricular hypertrophy feature selection feature extraction classification

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Binder-free heterostructure(g-C3N4/ppy) based thin film on semi-flexible nickel foam via hybrid spray technique for energy storage application

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progress in Natural Science:Materials International 2020年第3期30卷 298-307页

作者： Navaneethan duraisamy prabhu S Ramesh R Kavitha Kandiah Department of Chemistry J.K.K.Nataraja College of Arts and Science Komarapalayam 2. Department of Physics Periyar University Department of Microbiology Periyar University Center for New and Renewable Energy Department of Physics Periyar University

A semi-flexible binder-free graphitic carbon nitride(g-CN) intercalated polypyrrole(ppy) nanocomposite thin film was prepared via hybrid electrospray technique. A homogeneous thin film was achieved by the controlled spray process. A deposited thin film illustrated the amorphous nature of composite with high surface purity and good chemical composition. The surface analysis confirmed the smoother surface with well-defined distinct phases of g-CNand ppy matrix in the composite thin film. The electrochemical studies exhibited that a maximum areal capacity of the thin film was achieved to be 289.6 mF/cm~2 at a current density of 0.4 mA/cm~2,which is higher than that of pristine ppy(194.8 mF/cm~2). The heterostructure electrode illustrated that the life cycles of 99% could be up to 10,000 cycles with low resistance due to the synergetic effect of g-CNand ppy matrix with strong material adhesion(hybrid spray process) on the surface. A binder-free heterostructure thin film will play a significant role in the energy storage application.

关键词： polypyrrole G-C 3 N 4 Heterostructure Spray Thin film Electrochemical study

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Memetic Optimization with Cryptographic Encryption for Secure Medical Data Transmission in IoT-Based Distributed Systems

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Computers, Materials & Continua 2021年第2期66卷 1577-1594页

作者： Srinath Doss Jothi paranthaman Suseendran Gopalakrishnan Akila duraisamy Souvik pal Balaganesh duraisamy Chung Le Van Dac-Nhuong Le Faculty of Computing Botho UniversityGaboroneBotswana Department of Computer Science Gaborone University College of Law and Professional StudiesGaboroneBotswana Vels Institute of Science Technology&Advanced StudiesChennai600117India Global Institute of Management and Technology West Bengal741102India Faculty of Computer Science and Multimedia Lincoln University CollegeKelantan15050Malaysia Center for Visualization&Simulation Duy Tan UniversityDa Nang550000Vietnam Faculty of Information Technology Haiphong UniversityHaiphong180000Vietnam

In the healthcare system,the Internet of Things(IoT)based distributed systems play a vital role in transferring the medical-related documents and information among the organizations to reduce the replication in medical *** datum is sensitive,and hence security is a must in transforming the sensational *** this paper,an Evolutionary Algorithm,namely the Memetic Algorithm is used for encrypting the text *** encrypted information is then inserted into the medical images using Discrete Wavelet Transform 1 level and 2 *** reverse method of the Memetic Algorithm is implemented when extracting a hidden message from the encoded *** show its precision,equivalent to five RGB images and five Grayscale images are used to test the proposed *** results of the proposed algorithm were analyzed using statistical methods,and the proposed algorithm showed the importance of data transfer in healthcare systems in a stable *** the future,to embed the privacy-preserving of medical data,it can be extended with blockchain technology.

关键词： Internet of Things medical images cryptography memetic algorithm steganography

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In Vitro Free Radical Scavenging Activity of Ethanolic Extract of the Whole plant of Evolvulus Alsinoides(L.) L.

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Chinese Journal of Integrative Medicine 2015年第6期21卷 453-458页

作者： duraisamy Gomathi Ganesan Ravikumar Manokaran Kalaiselvi Balasubramaniam Vidya Chandrasekar Uma Department of Biochemistry Karpagam University

Objective： To identify the free radical scavenging activity of ethanolic extract of Evolvulus alsinoides. Methods： The free radical scavenging activity was evaluated by in vitro methods like reducing power assay, total antioxidant activity, 2,2-diphenyl-l-picrylhydrazyl （DppH） reduction, superoxide radical scavenging activity, 2,2＇-azinobis-（3-ethylbenzothiazoline-6-sulfonic acid）（ABTS＊） scavenging activity, hydroxyl radical scavenging assay, and nitric oxide radical scavenging assay, which were studied by using ascorbic acid as standard. Results： The extract showed significant activities in all antioxidant assays compared with the reference antioxidant ascorbic acid. The total antioxidant activity as well as the reducing power was also found to increase in a dose-dependent manner. Conclusion： Evolvulus alsinoides may act as a chemopreventive agent, providing antioxidant properties and offering effective protection from free radicals.

关键词： Evolvulus alsinoides ethanolic extract total antioxidant reducing power ascorbic acid convolvulaceae

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Chemical composition and antioxidant capacity of the aqueous extract of phellodendron amurense

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Journal of Forestry Research 2018年第4期29卷 1033-1040页

作者： Natarajan Velmurugan duraisamy Kalpana Jae Young Cho Yang Soo Lee Department of Forestry College of Agriculture and Life Sciences Chonbuk National University Jeonju 54896 Republic of Korea Branch Laboratory-Itanagar CSIR-North East Institute of Science and Technology Naharlagun Arunachal Pradesh 791 110 India Department of Agricultural Chemistry Chonbuk National University Jeonju 54896 Republic of Korea

The aqueous extract of phellodendron amurense Rupr. （Amur Cork Tree） provides a rich source of antioxidants and chemical compounds, and can be used for food and wood preservative materials. In this study, we characterized the chemical composition of this extract by GC and GC/MS. The antioxidant capacity was evaluated using a variety of antioxidant assays （superoxide radical, hydroxyl radical, nitric oxide radical, and DppH radical scavenging activity）. Additionally, total polyphenolic content was determined. phenolic acids and acetone derivatives were major compounds of the extract capable of scavenging the DppH free radical and reducing ferric ions. DppH and ferric ion reduction results were strongly correlated with total phenolic content of the extract which also exhibited strong nitric oxide, hydroxyl radical scavenging and superoxide anion radical scavenging activities.

关键词： phellodendron amurense Aqueous extract Chemical characterization Antioxidant activity

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