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Results for “"Shohana Rahman Deeba"”

16+ results

A Short-Term Load Forecasting Method Using Integrated CNN and LSTM Network

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Shafiul Hasan Rafi, Nahid‐Al Masood, Shohana Rahman Deeba, Eklas Hossain

Journal: IEEE AccessYear: 2021Citations: 489

In this study, a new technique is proposed to forecast short-term electrical load. Load forecasting is an integral part of power system planning and operation. Precise forecasting of load is essential for unit commitment, capacity planning, network augmentation and demand side management. Load forec...

Physical SciencesEngineeringElectrical and Electronic EngineeringOpen Access
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A time of use tariff scheme for demand side management of residential energy consumers in Bangladesh

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Abidur Rahman, Tareq Aziz, Nahid‐Al Masood, Shohana Rahman Deeba

Journal: Energy ReportsYear: 2021Citations: 50

The aim of this paper is to develop a new Time of Use (TOU) tariff scheme for Demand Side Management (DSM) of residential consumers in Bangladesh. In this advanced era of technology, the requirement of electrical energy is continuously increasing. However, the overall growth of electricity generatio...

Physical SciencesEngineeringElectrical and Electronic EngineeringOpen Access
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A Frequency and Voltage Stability-Based Load Shedding Technique for Low Inertia Power Systems

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Nahid‐Al Masood, Md. Nahid Haque Shazon, Shohana Rahman Deeba, Seema Rani Modak

Journal: IEEE AccessYear: 2021Citations: 42

The aim of this research work is to develop a load shedding methodology to improve the frequency response of low inertia grids by attaining satisfactory voltage stability. In recent times, wind energy integration has considerably increased in many power grids. Consequently, conventional synchronous ...

Physical SciencesEngineeringControl and Systems EngineeringOpen Access
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A methodology to prevent cascading contingencies using BESS in a renewable integrated microgrid

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Tareq Aziz, Nahid‐Al Masood, Shohana Rahman Deeba, Wayes Tushar et al.

Journal: International Journal of Electrical Power & Energy SystemsYear: 2019Citations: 40

One of the key features of a microgrid is its capability to operate in an islanded mode when required. However, due to limited resources and bidirectional power flows, a microgrid in islanded mode is susceptible to different contingencies with extensive effects, e.g., cascading loss of distributed g...

Physical SciencesEngineeringControl and Systems Engineering
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Improvement of system strength under high wind penetration: A techno-economic assessment using synchronous condenser and SVC

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Nahid‐Al Masood, Sajjad Uddin Mahmud, Md Nazmuddoha Ansary, Shohana Rahman Deeba

Journal: EnergyYear: 2022Citations: 34
Physical SciencesEngineeringControl and Systems Engineering
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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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Ensemble learning based transmission line fault classification using phasor measurement unit (PMU) data with explainable AI (XAI)

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S Akter, Tanmoy Sarkar Pias, Shohana Rahman Deeba, Jahangir Hossain et al.

Journal: PLoS ONEYear: 2024Citations: 25

A large volume of data is being captured through the Phasor Measurement Unit (PMU), which opens new opportunities and challenges to the study of transmission line faults. To be specific, the Phasor Measurement Unit (PMU) data represents many different states of the power networks. The states of the ...

Physical SciencesEngineeringControl and Systems EngineeringOpen Access
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Mitigation of Over-Frequency through Optimal Allocation of BESS in a Low-Inertia Power System

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

Journal: EnergiesYear: 2020Citations: 23

The primary objective of this paper is to alleviate the over-frequency problem in low-inertia power systems through optimal allocation of a Battery Energy Storage System (BESS). With prolific integration of wind power, conventional fossil-fuel driven synchronous generators are being replaced in the ...

Physical SciencesEngineeringControl and Systems EngineeringOpen Access
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Temperature sensitivity forecasting of electrical load

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Nahid Al-Masood, Mehdi Sadi, Shohana Rahman Deeba, Radwanul Hasan Siddique

Year: 2010Citations: 19

This paper presents a forecasting technique of the temperature sensitivity of electrical load. Temperature sensitivity of electrical load means the amount of change in load consumption for one degree change in temperature. A linear regression based analysis of temperature sensitivity of Bangladesh p...

Physical SciencesEngineeringElectrical and Electronic Engineering
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An Effective Short-Term Load Forecasting Methodology Using Convolutional Long Short Term Memory Network

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Shafiul Hasan Rafi, Nahid‐Al Masood, Shohana Rahman Deeba

Year: 2020Citations: 15

In this research work, an improved short-term electrical load forecasting technique is developed. Short-term load forecasting plays a key role in scheduling of generating units and spinning reserve evaluation. It essentially estimates the near-future electricity demand, which helps to ensure seamles...

Physical SciencesEngineeringElectrical and Electronic Engineering
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Design Of A Cost Effective Off-Grid Wind-Diesel Hybrid Power System In An Island Of Bangladesh

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Nahid Al-Masood, Rifat Mirza, Jubaer Ahmed, Amina Hasan Abedin et al.

Journal: Research Output (Edinburgh Napier University)Year: 2011Citations: 15

Bangladesh is a developing country with large population. Demand of electrical energy is increasing day by day because of increasing population and industrialization. But due to limited resources, people here are suffering from power crisis problem which is considered as a major obstacle to the econ...

Physical SciencesEnergyEnergy Engineering and Power TechnologyOpen Access
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Forecasting of Photovoltaic Power Generation: Techniques and Key Factors

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Nahid‐Al Masood, Md. Iqbal Asif, Ahmed Manavi Alam, Shohana Rahman Deeba et al.

Journal: 2019 IEEE Region 10 Symposium (TENSYMP)Year: 2019Citations: 12

The aim of this paper is first, to provide a detailed overview on conventional and modern techniques of solar photovoltaic (PV) forecasting and then, to determine the predominating factors that affect the generation of PV power. To mitigate the depletion of fossil fuel and reduce greenhouse gas emis...

Physical SciencesComputer ScienceArtificial Intelligence
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Investigation of post-fault voltage recovery performance with battery-based energy storage system in a microgrid

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Tareq Aziz, Shohana Rahman Deeba, Nahid Al-Masood

Year: 2016Citations: 10

Robust and resilient delivery are two principal features of future smart grids and energy storage can play a significant role in meeting these challenges. With increased renewable penetration, energy storage can improve the operating capabilities of hybrid microgrids. However, capability of storage ...

Physical SciencesEngineeringControl and Systems Engineering
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Analyzing the Factors Contributing to Graduate Unemployment

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Zannatul Ferdous, Ishtiaque Asad, Shohana Rahman Deeba

Year: 2019Citations: 9

Unemployment is directly related to economic growth and stability. For a developing country like Bangladesh, the increasing rate of unemployment is a challenging issue that may hinder country's economic growth. When employers from various sectors are asked about why there are insufficient jobs for g...

Social SciencesBusiness, Management and AccountingManagement Information Systems
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Performance Analysis of Floating Buoy Point Absorber and Oscillating Surge Wave Energy Converters in Onshore and Offshore Locations

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Lamiya Rahman, Jannatul Adan, Nahid-AI-Masood, Shohana Rahman Deeba

Year: 2018Citations: 3

The aim of this paper is to explore the performance of two well-known wave energy converters (WECs) namely Floating Buoy Point Absorber (FBPA) and Oscillating Surge (OS) in onshore and offshore locations. To achieve clean energy targets by reducing greenhouse gas emissions, integration of renewable ...

Physical SciencesEngineeringOcean Engineering
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