Sunila Bakhsh
Balochistan University of Information Technology, Engineering and Management Sciences
Deep learningAlgorithmElectrical engineeringOptimization problemArtificial intelligenceIterative methodSolar air conditioningMaxima and minimaRenewable energyPhotovoltaic thermal hybrid solar collectorVanishing gradient problemRoboticsEnvironmental scienceSolar gainComputer sciencePhotovoltaic systemUnit (housing)Solar energyPhotovoltaicsEngineering physicsTerm (time)Selection (genetic algorithm)RobotSolar irradiance
2Publications
0Citations
Publications 3
Newest
#1Ameer Tamoor Khan (PolyU: Hong Kong Polytechnic University)H-Index: 3
#2Abdul Rehman Khan (PIEAS: Pakistan Institute of Engineering and Applied Sciences)H-Index: 2
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Abstract null null The Photovoltaic generation inherits the instability due to the variability and non-availability of solar irradiation at times. Such unstable generation will cause grid management, planning, and operation issues. Researchers have proposed several classical and advanced algorithms to forecast the power generation of photovoltaic plants to avoid such unsuitability issues. Artificial Neural Networks advancement has pushed them in power forecasting, ranging from yearly to hourly p...
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#1Abdul Rehman Khan (PIEAS: Pakistan Institute of Engineering and Applied Sciences)H-Index: 2
#2Ameer Tamoor Khan (PolyU: Hong Kong Polytechnic University)H-Index: 3
Last. Sunila Bakhsh (Balochistan University of Information Technology, Engineering and Management Sciences)
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In this paper, we presented an autonomous control framework for the wall following robot using an optimally configured Gated Recurrent Unit (GRU) model with the hyperband algorithm. GRU is popularly known for the time-series or sequence data, and it overcomes the vanishing gradient problem of RNN. GRU also consumes less memory and is computationally more efficient than LSTMs. The selection of hyper-parameters of the GRU model is a complex optimization problem with local minima. Usually, hyper-pa...
3 CitationsSource
Last. Muhammad Khalid (Balochistan University of Information Technology, Engineering and Management Sciences)H-Index: 2
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Amongst the renewable energy resource solar energy has achieved a high remark. The solar energy being a sustainable energy source is used now-a-days for power generation. There are several ways to employing the solar energy directly. For example the use of PV technology for direct conversion of sunlight into electricity and the other method is the use of solar thermal systems e.g. solar collectors. Researchers around the world showed that the efficiency of the solar cells is greatly affected by ...