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PREDICTIVE ANALYTICS FOR EQUIPMENT FAILURE BY USING GATED RECURRENT UNIT – GENETIC ALGORITHM (GRU – GA) by ZAINUDDIN, ZAHIRAH

“…In this case, Deep Learning (DL) is chosen to construct the prediction activity for estimating the life expectancy of an equipment. Gated Recurrent Unit (GRU) algorithm is used to cater the predicting action of equipment state based on data from an oil and gas industry.…”
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Design and implementation of real data fast fourier transform processor on field programmable gates array by Ahmed, Mohammed Kassim

“…In this work, the memorybased FFT processor, based on radix-4 FFT algorithm is implemented on Cyclone II Field Programmable Gates Array (FPGA). …”
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Application of the Whale Optimization Algorithm (WOA) in Reservoir Optimization Operation Under Investigation of Climate Change Impact: A Case Study at Klang Gate Dam, Malaysia by Lai V., Huang Y.F., Koo C.H., Ahmed A.N., El-Shafie A.

“…The effectiveness of analyzing large amounts of data that comes with engaging climate change scenarios, for planning advanced reservoir management can be achieved through the use of optimization algorithms. …”

Optimizing the operation release policy using charged system search algorithm: A case study of klang gates dam, Malaysia by Latif S.D., Marhain S., Hossain M.S., Ahmed A.N., Sherif M., Sefelnasr A., El?shafie A.

Enhancing performance of XTS cryptography mode of operation using parallel design by Ahmed Alomari, Mohammad

“…To fully utilize the performance potential of XTS mode of operation, a parallel design for the algorithm is proposed. …”
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Predicting machine failure using recurrent neural network-gated recurrent unit (RNN-GRU) through time series data by Zainuddin, Z., P. Akhir, E.A., Hasan, M.H.

“…It helps those sectors such as production to foresee the state of machine in line with saving the cost from sudden breakdown as unplanned machine failure can disrupt the operation and loss up to millions. Thus, this paper offers a deep learning algorithm named recurrent neural network-gated recurrent unit (RNN-GRU) to forecast the state of machines producing the time series data in an oil and gas sector. …”
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Design of an advanced encryption standard crypto-processor core for field programmable gate array implementation by Ismail, Mohd. Izuan

“…The proposed AES Crypto-Processor accelerates the AES algorithm in reconfigurable Field Programmable Gate Arrays (FPGA). …”
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Optimization of reservoir operation at Klang Gate Dam utilizing a whale optimization algorithm and a L�vy flight and distribution enhancement technique by Lai V., Huang Y.F., Koo C.H., Ahmed A.N., El-Shafie A.

“…Taking it further, the KGD was studied using the nature-inspired meta-heuristic algorithms (MHAs). The Whale Optimisation Algorithm (WOA) solves complex technical issues. …”

Meta-heuristic approaches for reservoir optimisation operation and investigation of climate change impact at Klang gate dam by Lai, Vivien Mei Yen

“…Consequently, seeking managing of reservoir optimisation operations had always been at the forefront and to improve managing, algorithms have had been presented over the past few decades, beginning with conventional algorithms, followed by heuristic algorithms, and finally, the meta-heuristic algorithms (MHAs). …”
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Pipeline implementation of secure hash algorithm (SHA-l) for cryptographic application in network security by Hani, Mohamed Khalil, Sha'ameri, Ahmad Zuri, Chong, Wei Sheng

“…All input output data interface and internal operations are performed in 32-bit width. …”
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Implementation Of FPGA Based Encryption Chip Using VHD - Data Encryption Standard (DES) Algorithm by Lim, Mui Liang

“…The hardware based of encryption chip become realizable with Field Programmable Gate Arrays (FPGAs). There are many researchers used Data Encryption Standard (DES) Algorithm to implement in FPGAs. …”
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Improved genetic algorithm for direct current motor high speed controller implemented on field programmable gate array by Alkhafaji, Falih Salih

“…Firstly, to propose an accurate TF for the tested DC motors by designing High Speed Motor Data Acquisition System (HSMDAQS) to collect data in data to be imported into System Identification (Sys Ident). …”
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Fast fourier transform processor implementation for high inputs on field programmable gates array by Ali Abbas, Zaid

“…In the past few years, fast Fourier transform (FFT) proved to be an efficient method to accomplish the discrete Fourier transform (DFT) with less number of operations. FFT has been vastly applied for many applications, such as image processing technique, network data transmission (XDSL, WiMAX, and WLAN), orthogonal frequency-division multiplexing (OFDM), digital signal processing (DSP) and numerous applications that require high input data (1024 and up) processing. …”
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BinDCT Design and Implementation on FPGA with Low Power Architecture by Jabbar, Mohamad Hairol

“…Several works can be done for further power optimisation such as data gating and latency balancing at each stage (which can improves the throughput as well). …”
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Gravitational Search Algorithm based Long Short-term Memory Deep Neural Network for Battery Capacity and Remaining Useful Life Prediction with Uncertainty by Reza M.S., Hannan M.A., Mansor M., Ker P.J., Tiong S.K., Hossain M.J.

“…The method proposed in this work is evaluated based on the aging data from the NASA battery dataset, and its effectiveness is compared with that of BiLSTM, baseline gated recurrent unit (GRU), and baseline LSTM using various error metrics. …”

Prototyping a lightweight encryption on a field programmable gate array for securing tele-control data by Jidin R., Tukijan S.N., Al-Bahadly I., Jamil N., Qassim Q.S.

Design and Implementation of Advanced Encryption Standard Using Verilog HDL by Shamsiah, Suhaili, Rene Brooke, Fredrick, Zainah, Md. Zain, Norhuzaimin, Julai

“…Encryption plays an important role in data security against third-party attacks and it is significant to safeguard sensitive data and personal information for the community. …”
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Lightweight PRINCE algorithm IP core for securing GSM messaging using FPGA by Abbas Y.A., Jidin R., Jamil N., Z'aba M.R.

“…The system can cipher the data using PRINCE algorithm on a VIRTEX-403 FPGA evaluation board and using GSM modems to communicate over a cellular network. …”

Design of a floating point unit for 32-bit 5 stage pipeline processor by Low, Wai Hau

“…The development project will start by studying the algorithm of addition on floating point numbers. The addition algorithm is then implemented in the FPU so that the FPU can perform addition on floating point numbers. …”
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Reservoir water balance simulation model utilizing machine learning algorithm by Dashti Latif S., Najah Ahmed A., Sherif M., Sefelnasr A., El-Shafie A.