Zakaria Belboul, B. Toual, A. Kouzou, Abderrahman Bensalem
{"title":"Optimization of Hybrid PV/Wind/Battery/DG Microgrid Using MOALO: A Case Study in Djelfa, Algeria","authors":"Zakaria Belboul, B. Toual, A. Kouzou, Abderrahman Bensalem","doi":"10.1109/SSD54932.2022.9955892","DOIUrl":"https://doi.org/10.1109/SSD54932.2022.9955892","url":null,"abstract":"Hybrid Renewable Energy Sources (HRES) integrated into microgrid (MG) are promising in providing energy supply and economically viable for current and future use. This paper proposes the optimal sizing of an HRES connected to the autonomous microgrid system consisting of Photovoltaic (PV), Wind Turbine (WT), Battery (BT), Diesel Generator (DG), and Inverter, meant to meet the energy demand of five residential housing units. The loss of power supply probability (LPSP) and the cost of energy (COE) are considered as objective functions. The objective of the proposed Multi-Objective Ant Lion Optimizer (MOALO) is to determine the optimal system configuration that includes design variables such as the number of PV panels WT and battery autonomy days in order to maintain high reliability and the lowest cost. MOALO is the latest nature-inspired metaheuristic optimization algorithm chosen because it is simple to construct and requires fewer control parameters. The MATLAB environment was used to program, simulate and optimize the HRES. This research demonstrated the proposed approach's superiority in creating a reliable and cost-effective microgrid.","PeriodicalId":253898,"journal":{"name":"2022 19th International Multi-Conference on Systems, Signals & Devices (SSD)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115605637","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Experimental Study of PWM Based Hysteresis Controller and Amplifier Regulator for a DC/DC Converter","authors":"R. Behloul, M. Boudiaf, Kamel GUESMI, L. Mazouz","doi":"10.1109/SSD54932.2022.9955742","DOIUrl":"https://doi.org/10.1109/SSD54932.2022.9955742","url":null,"abstract":"This paper deals with a simulation and practical implementation of a PWM based hysteresis controller for a DC/DC boost converter operating in continuous conduction mode (CCM). Performances and properties of this controller are compared with those of amplifier regulator. Simulation results showed that the hysteresis control scheme provides better performances in the case for set-up DC/DC conversion purposes. Practical results are carried out to show the efficiency of the approach in terms of output voltage regulation and robustness against on line voltage and load disturbances.","PeriodicalId":253898,"journal":{"name":"2022 19th International Multi-Conference on Systems, Signals & Devices (SSD)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125225526","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An Economic Strategy for Energy Management of a Residential Grid-Connected PV-Battery System","authors":"Y. Houam, A. Tayeb, A. Khelifa","doi":"10.1109/SSD54932.2022.9955741","DOIUrl":"https://doi.org/10.1109/SSD54932.2022.9955741","url":null,"abstract":"Grid connected renewable energy systems guarantee the sustainability and reliability of energy production processes for the maximum possible period. This paper proposes the study of three different energy management strategies for a grid connected energy systems. The first strategy use the grid only, while the second employ the grid with photovoltaic (PV) energy source, and the third utilizes the grid connected PV-battery system, which it based on the strategy of buying the electricity at night only from the public grid company. The results deal that the proposed night buy strategy for grid-connected PV-Battery system offers the best performance with the highest benefits during the whole year, compared to other two strategies (only grid and only PV-grid).","PeriodicalId":253898,"journal":{"name":"2022 19th International Multi-Conference on Systems, Signals & Devices (SSD)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116768796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Effect of Non-Integer Order Moments on Parameter Estimation of Pareto Distributed Clutter plus Noise","authors":"Taha Hocine Kerbaa, A. Mezache, H. Oudira","doi":"10.1109/SSD54932.2022.9955964","DOIUrl":"https://doi.org/10.1109/SSD54932.2022.9955964","url":null,"abstract":"In this paper, accurate estimate of the Pareto plus noise shape parameter using a modified non-integer positive and negative order moment estimator is investigated. Closed form of the NIPNOME is derived in a previous work [16]. In single pulse case with a fixed value of the order moment, undesirable shape parameter estimates are obtained for high shape parameter values. In the prospect of improving the estimation performance, the NelderMead algorithm is used to optimize two parameters fitness function involving the shape and the non-integer order moment of the considered model. The impact of the order moment on the NIPNOME is examined firstly using simulated Pareto plus noise data. Then, via IPIX database, fitting comparisons are carried out using Pareto plus noise PDFs and CCDFs where [zlog(z)] and NIPNOME are employed to elucidate the robustness of the proposed estimator","PeriodicalId":253898,"journal":{"name":"2022 19th International Multi-Conference on Systems, Signals & Devices (SSD)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116988457","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Performance Evaluation of Bit-Flipping Based Algorithms for LDPC Convolutional Codes","authors":"Oulfa Laouar, I. Amamra, Nadir Derouiche","doi":"10.1109/SSD54932.2022.9955830","DOIUrl":"https://doi.org/10.1109/SSD54932.2022.9955830","url":null,"abstract":"It has previously been shown that ensembles of terminated LDPC convolutional codes (LDPC-CC) have an error performance comparable to that of their counterparts LDPC codes. Also they are capable of achieving capacity approaching performance with iterative message-passing decoding on the AWGN channel. In terms of complexity, throughput and latency of iterative decoding algorithms, various interesting tradeoffs have been compared between the two different types of codes. In this paper, we review Bit-Flipping (BF) decoding algorithm and its variants. We adapt BF, WBF (Weighted Bit-Flipping), MWBF (Improved Weighted Bit-Flipping) and IRRWBF (Implementation-Efficient Reliability Ratio-based WBF) decoding variants, in order to evaluate the bit error rate (BER) performance of LDPC-CCs. Extensive computer simulations and comparisons are provided to demonstrate the efficiency of LDPC-CCs and the differences between the considered variants of BF decoding algorithm.","PeriodicalId":253898,"journal":{"name":"2022 19th International Multi-Conference on Systems, Signals & Devices (SSD)","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127277925","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Task Scheduling in Cloud Computing Based on FPA Metaheuristic Algorithm","authors":"Arslan Nedhir Malti, B. Benmammar, M. Hakem","doi":"10.1109/SSD54932.2022.9955799","DOIUrl":"https://doi.org/10.1109/SSD54932.2022.9955799","url":null,"abstract":"In this paper, we propose to address the multi-objective task scheduling issue in cloud computing system in order to find the best assignment of the user-submitted tasks to the cloud resources provided by the cloud service providers. To achieve a high overall performance for computational cloud resources, a good scheduler algorithm is required to meet customer requirements and ensure efficient QoS. To this end, the Flower Pollination Algorithm metaheuristic has been used to orchestrate the trade-offs relationship between three end-user QoS-based criteria, namely reliability, time makespan and execution cost. The results obtained from the experiment conducted with the CloudSim simulator clearly show the interest of our approach based on FPA.","PeriodicalId":253898,"journal":{"name":"2022 19th International Multi-Conference on Systems, Signals & Devices (SSD)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125972731","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Maghrebian Accent Recognition Using SVM Classifier and MFCC Features","authors":"K. Mebarkia, A. Reffad, Rania Maatoug","doi":"10.1109/SSD54932.2022.9955877","DOIUrl":"https://doi.org/10.1109/SSD54932.2022.9955877","url":null,"abstract":"This work aims to design a system to automatically recognize the accent of Maghrebian speakers (Algerian, Tunisian and Moroccan). The recognition system is a support vector machine (SVM) classifier fed by the well-known Mel frequency cepstral coefficients (MFCC) features and their derivatives. The SVM classifier was trained and tested using database of 30 speakers from the three accents. The cumulative sum of the ranked MFCC features seems to have more discrimination between accents than the MFCC features and reaches a classification accuracy of 91.7%.","PeriodicalId":253898,"journal":{"name":"2022 19th International Multi-Conference on Systems, Signals & Devices (SSD)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126159742","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Flatness Design Control for Therapeutic Robot Based on Fuzzy Controller","authors":"Soraya Bououden, B. Brahmi, M. Rahman","doi":"10.1109/SSD54932.2022.9955692","DOIUrl":"https://doi.org/10.1109/SSD54932.2022.9955692","url":null,"abstract":"This study presents a flatness-based controller with fuzzy logic controller combined for controlling the artificial limb 2-DOF portable end-effector type therapeutic robot called iTbot (intelligent therapeutic robot). Compared with the most developed rehabilitation robots, this prototype has been operated at multiple manually selectable orientations to implement a wide range of robot-aided exercises for stroke survivors. To provide effective rehabilitation along with the physical therapy activities, we present the differential geometry transformations of the system to obtain triangu-lar canonical normal forms incorporated with fuzzy pre-compensator to achieve a high speed and high precision of specified trajectory. Simulations results show the efficiency of the suggested controller scheme.","PeriodicalId":253898,"journal":{"name":"2022 19th International Multi-Conference on Systems, Signals & Devices (SSD)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125268191","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Analysis and Design of Printed Antenna Based on Photonic Crystal Substrate for 5 GHz Applications","authors":"T. Messatfa, F. Chebbara, A. Annou","doi":"10.1109/SSD54932.2022.9955813","DOIUrl":"https://doi.org/10.1109/SSD54932.2022.9955813","url":null,"abstract":"In this paper, a triangular patch antenna with a photonic-crystal substrate has been designed and simulated using Computer Simulation Technology (CST). A photonic crystal substrate can be used to achieve high gain, low return loss, and the elimination of back and side lobes by the suppression of surface waves. The main objective of this work is to improve the antenna performance in terms of the bandwidth and radiation pattern by using the PBG Structure of the photonic crystal as a substrate. A triangular patch antenna was chosen in this research work due to the characteristics of the low coverage area, which is similar to that of the rectangular patch. The total size of the antenna is 30 × 30 mm2. This proposed antenna with PBG structure is extremely useful for 5 GHz-WLAN “IEEE802.11ac” applications in wireless systems (5.12-5.825 GHz).","PeriodicalId":253898,"journal":{"name":"2022 19th International Multi-Conference on Systems, Signals & Devices (SSD)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125567033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Khaled Dhibi, M. Mansouri, Kais Bouzrara, H. Nounou, M. Nounou
{"title":"Reduced KPCA based Ensemble Learning Approach for Fault Diagnosis of Grid-Connected PV Systems","authors":"Khaled Dhibi, M. Mansouri, Kais Bouzrara, H. Nounou, M. Nounou","doi":"10.1109/SSD54932.2022.9955929","DOIUrl":"https://doi.org/10.1109/SSD54932.2022.9955929","url":null,"abstract":"The main objective of this work is to develop novel fault diagnosis techniques using ensemble learning and multivariate statistical techniques. The proposed methods are capable of identifying and classifying PV faults. First, an ensemble learning (EL) method that combines several base models is proposed. Next, kernel principal components analysis (KPCA) and reduced KPCA are proposed to extract and select the pertinent characteristics from raw data. Then, the extracted significant characteristics are transmitted to the EL model for classification purposes. The main idea behind these proposals is to provide the best accuracy and also improve the results in terms of computation time. The diagno-sis results demonstrated the efficiency of the proposed frameworks.","PeriodicalId":253898,"journal":{"name":"2022 19th International Multi-Conference on Systems, Signals & Devices (SSD)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115051427","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}