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Results for “"Eklas Hossain"”

31+ results

Investigating customer churn in banking: a machine learning approach and visualization app for data science and management

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Pahul Singh, Fahim Islam Anik, Rahul Senapati, Arnav Sinha et al.

Journal: Data Science and ManagementYear: 2023Citations: 71

Customer attrition in the banking industry occurs when consumers quit using the goods and services offered by the bank for some time and, after that, end their connection with the bank. Therefore, customer retention is essential in today's extremely competitive banking market. Additionally, having a...

Social SciencesBusiness, Management and AccountingMarketingOpen Access
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Compact Three Phase Multilevel Inverter for Low and Medium Power Photovoltaic Systems

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Md. Halim Mondol, Mehmet Rıda Tür, Shuvra Prokash Biswas, Md. Kamal Hosain et al.

Journal: IEEE AccessYear: 2020Citations: 67

A new three phase multilevel inverter with reduced number of components count is proposed in this paper. This inverter is designed using a single DC source per phase to generate multiple level output voltage which makes it suitable for low and medium voltage applications, including ac-coupled renewa...

Physical SciencesEngineeringElectrical and Electronic EngineeringOpen Access
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Density based smart traffic control system using canny edge detection algorithm for congregating traffic information

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Taqi Tahmid, Eklas Hossain

Journal: 2017 3rd International Conference on Electrical Information and Communication Technology (EICT)Year: 2017Citations: 64

As the problem of urban traffic congestion intensifies, there is a pressing need for the introduction of advanced technology and equipment to improve the state-of-the-art of traffic control. The current methods used such as timers or human control are proved to be inferior to alleviate this crisis. ...

Physical SciencesEngineeringBuilding and Construction
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CNN-based Deep Learning Approach for Micro-crack Detection of Solar Panels

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Md. Raqibur Rahman, Sanzana Tabassum, Ehtashamul Haque, Mirza Muntasir Nishat et al.

Year: 2021Citations: 59

With the growing popularity and decreasing cost of solar power, crystalline solar panels have been widely adopted in residential and commercial applications. Increased production and prolonged usage of photovoltaic (PV) modules necessitate automatic detection of defects in utility-scale solar power ...

Physical SciencesEnergyRenewable Energy, Sustainability and the Environment
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A Comparative Analysis of Deep Neural Networks for Hourly Temperature Forecasting

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Ehtashamul Haque, Sanzana Tabassum, Eklas Hossain

Journal: IEEE AccessYear: 2021Citations: 51

High-resolution temperature forecasting can often prove to be challenging for conventional machine learning models as temperature is highly seasonal and varies with the time of the year as well as with passing hours of the day. In most cases, only the daily extremes or mean temperatures are provided...

Physical SciencesEnvironmental ScienceEnvironmental EngineeringOpen Access
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Utility Grid: Present Challenges and Their Potential Solutions

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Eklas Hossain, Md. Jakir Hossain, Fuad Un-Noor

Journal: IEEE AccessYear: 2018Citations: 47

Utility electric grid is expected to face some of the major challenges modern power generation, and distribution systems will pose in the years to come. In this paper, a complete overview of those challenges is presented, for the first time, with proper detailed explanation and their implication. Sm...

Physical SciencesEngineeringControl and Systems EngineeringOpen Access
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Investigation on North American Microgrid Facility

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Ramazan Bayındır, Eklas Hossain, Ersan Kabalcı, Kazi Md Masum Billah

Journal: International Journal of Renewable Energy ResearchYear: 2015Citations: 33

According to international reports that have also cited in this article, North America covers the 66% of the global electricity that has generated in microgrids. Besides its 2088 MW installed microgrid capacity in 2012, many new microgrids have been installed in North America. The microgrid plants u...

Physical SciencesEngineeringControl and Systems EngineeringOpen Access
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Integrated modeling and feasibility analysis of a rooftop photovoltaic systems for an academic building in Bangladesh

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Amit Kumer Podder, Anik Das, Eklas Hossain, Nallapaneni Manoj Kumar et al.

Journal: International Journal of Low-Carbon TechnologiesYear: 2021Citations: 32

Abstract This paper presents integrated modeling and feasibility analysis of a rooftop photovoltaic system (RPS) for an academic building in Bangladesh. The average daily load is 353.63 kWh/day, and the peak load demand for the studied region is 90.85 kW. Four different configurations of 46 kW, 64 k...

Physical SciencesEnvironmental SciencePollutionOpen Access
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Design of a Convolutional Neural Network Based Smart Waste Disposal System

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Md. Samiul Haque Sunny, Debopriya Roy Dipta, Shifat Hossain, Hossain Mansur Resalat Faruque et al.

Journal: 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)Year: 2019Citations: 32

In recent times, waste management problem has become a crucial challenge for Bangladesh, which is having a detrimental impact on the environment. This paper presents the proposition of designing a smart dustbin similar to an Automated Teller Machine (ATM) along with an intelligent embedded system, w...

Physical SciencesComputer ScienceComputer Vision and Pattern Recognition
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A Compact and Cost Efficient Multiconverter for Multipurpose Applications

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Md. Halim Mondol, Md. Shihab Uddin, Eklas Hossain, Shuvra Prokash Biswas

Journal: IEEE AccessYear: 2020Citations: 31

This paper presents a novel single-phase to single-phase multiconverter topology that can be applied in multiple areas. The proposed multiconverter is designed with only two soft power semiconductor switches (e.g. MOSFET or IGBT), four power diodes and a center-tapped transformer which makes it more...

Physical SciencesEngineeringElectrical and Electronic EngineeringOpen Access
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Exploring the Utilization of Energy Storage Systems for Frequency Response Adequacy of a Low Inertia Power Grid

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Md. Nahid Haque Shazon, Nahid‐Al Masood, Hasin Mussayab Ahmed, Shohana Rahman Deeba et al.

Journal: IEEE AccessYear: 2021Citations: 30

The utilization of Energy Storage Systems (ESS) for improving the frequency response of a low inertia power system is investigated in this article. Substantial wind power penetration is causing the replacement of conventional synchronous generators in several power systems. Variable speed wind machi...

Physical SciencesEngineeringElectrical and Electronic EngineeringOpen Access
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Real-Time Non-Intrusive Electrical Load Classification Over IoT Using Machine Learning

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Md. Tanvir Ahammed, Md. Mehedi Hasan, Md Shamsul Arefin, Md. Rafiqul Islam et al.

Journal: IEEE AccessYear: 2021Citations: 28

In this era of technological advancement, the flow of an enormous amount of information has become such an inevitable phenomenon that makes a path for the takeover of the internet of things (IoT) based smart grid from the currently available grid system. In a smart grid, demand-side management plays...

Physical SciencesEngineeringElectrical and Electronic EngineeringOpen Access
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Fixed Point Implementation of Grid Tied Inverter in Digital Signal Processing Controller

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Shuvangkar Shuvo, Eklas Hossain, Md. Ziaur Rahman Khan

Journal: IEEE AccessYear: 2020Citations: 27

Power inverters are one of the devices of great importance used in power grids to convert DC to AC, especially for grids with attached solar panels or wind turbines. The world is getting warmer due to coal- and oil-based power generation. So human existence is threatened due to the increased amount ...

Physical SciencesEngineeringControl and Systems EngineeringOpen Access
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Comprehensive NILM Framework: Device Type Classification and Device Activity Status Monitoring Using Capsule Network

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Dipayan Saha, Arnab Bhattacharjee, Dhiman Chowdhury, Eklas Hossain et al.

Journal: IEEE AccessYear: 2020Citations: 22

Non-intrusive load monitoring (NILM) discerns the individual electrical appliances of a residential or commercial building by disaggregating the accumulated energy consumption data without accessing to the individual components applying a single-point sensor. The fundamental concept is to decompose ...

Physical SciencesEngineeringElectrical and Electronic EngineeringOpen Access
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A Hybrid Deep Learning Model with Evolutionary Algorithm for Short-Term Load Forecasting

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Abdullah Al Mamun, Muntasir Hoq, Eklas Hossain, Ramazan Bayındır

Year: 2019Citations: 20

Load forecasting is a pivotal part of the power utility companies. To provide load-shedding free and uninterrupted power to the consumer, decision-makers in the utility sector must forecast the future demand of electricity with the least amount of error percentage. Load prediction with less percenta...

Physical SciencesEngineeringElectrical and Electronic Engineering
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