Mutiu Adegboye - Academia.edu (original) (raw)

Papers by Mutiu Adegboye

2022 9th International Conference on Soft Computing & Machine Intelligence (ISCMI)

Electronic (E)-health is the use of ICT in the health sector for clinical, education and administ... more Electronic (E)-health is the use of ICT in the health sector for clinical, education and administrative purpose, at both local site and distance. E-health enable the uses of computer, network and information technology to improve healthcare quality, patient safety and secure confidential access to health information to enable individual and communities to make the best possible health decision. E-health reducing the cost incurred on healthcare by cutting the heavy administration bill normally associated with public healthcare program, hereby improved reliability, secure and efficient of health delivery. (E)-health encouraging healthier lifestyles in the entire population, including increased physical activity, better nutrition, avoidance of behavioral risks, and wider use of preventative care. This paper review some of the research carried out in the area of e-health. Aside from the general reviews, discussion is made on agent oriented software engineering, agent oriented programmin...

KSII Transactions on Internet and Information Systems, 2020

Intelligent Systems with Applications, 2021

In recent years, resourceful technology and innovation advancement has occurred in the area of we... more In recent years, resourceful technology and innovation advancement has occurred in the area of web applications development, especially with advance integration of smart embedded systems (SES) which has contributed immensely to the collaborations between web applications and embedded system developers. Several challenges have been experienced in adopting computerized system for activities such as scheduling of work, time-tabling, lecture notes preparation and distribution, power point slide, results preparations and notifications of events in most institutions of higher learning, colleges, industries, banks and others. In this paper, the authors developed a remote lectures programming and audience notification system using internet of things technology (IoT) based on 6LowPAN platform. The proposed system herewith consists of an embeddedATmega328 microcontroller for the information processing, SIM900 GSM/GPRS module for SMS notification through the android web application. The web ap...

Applied Sciences, 2022

Hyperparameter tuning is a critical function necessary for the effective deployment of most machi... more Hyperparameter tuning is a critical function necessary for the effective deployment of most machine learning (ML) algorithms. It is used to find the optimal hyperparameter settings of an ML algorithm in order to improve its overall output performance. To this effect, several optimization strategies have been studied for fine-tuning the hyperparameters of many ML algorithms, especially in the absence of model-specific information. However, because most ML training procedures need a significant amount of computational time and memory, it is frequently necessary to build an optimization technique that converges within a small number of fitness evaluations. As a result, a simple deterministic selection genetic algorithm (SDSGA) is proposed in this article. The SDSGA was realized by ensuring that both chromosomes and their accompanying fitness values in the original genetic algorithm are selected in an elitist-like way. We assessed the SDSGA over a variety of mathematical test functions....

ATBU Journal of Science, Technology and Education, 2018

This p aper presents a Microcontroller based temperature -humidity measuring and control system w... more This p aper presents a Microcontroller based temperature -humidity measuring and control system which can be implemented in a poultry farm. The control of temperature and humidity have, overtime, become a major part of control systems operated in environ ment where these quantities are crucial entities . In this project, DHT11 temperature-humidity sensor is used for the sensing of the temperature and humidity of the poultry house, which is an input to the microcontroller . The microcontroller will get the temperature and humidity of the poultry from the temperature-humidity sensor and then compare it with the desired temperature for the poultry. If the measured temperature and/or humidity is not within the desired temperature and humidity of the poultry house, the control mechanism will be activated. The control of temperature and humidity is achieved through the use of some control mechanisms which include: fan, automated windows and heat source. The microcontroller used is the ATM...

Journal of Natural Gas Science and Engineering, 2021

Abstract Multiphase flows are of paramount importance in the oil and gas industry, considering th... more Abstract Multiphase flows are of paramount importance in the oil and gas industry, considering that most petroleum industries produce and transport oil and gas simultaneously. However, systematic research on pipeline leakage conveying more than one phase at a time is lacking attention. In this work, a numerical method is proposed to investigate the effect of two-phase gas-liquid leak flow behaviour in a subsea natural gas pipeline. The results of the simulations have been validated against the latest experimental and numerical data reported in the literature, and a good agreement has been obtained. The effect of leak sizes, longitudinal leak locations, multiple leakages and axial leak positions on the pressure gradient, flow rate and volume fractions in the pipeline were systematically investigated. The results show that the flow field parameters provide pertinent indicators in pipeline leakage detection. In particular, the upstream pipeline pressure could serve as a critical indicator for detecting leakage even if the leak size is small. Whereas, the downstream flow rate is a dominant leakage indicator if the flow rate monitoring is chosen for leak detection. The results also reveal that when two leaks with different sizes co-occur in a single pipe, detecting the small leak becomes difficult if its size is below 25% of the large leak size. However, in the event of a double leak with equal sizes, the leak closer to the pipe upstream is easier to detect.

2020 IEEE PES/IAS PowerAfrica, 2020

The function of the window is to provide comfort for the householders by regulating the indoor en... more The function of the window is to provide comfort for the householders by regulating the indoor environment. However, most of the residence windows are still controlled manually. Although, a quite number of automated windows based on the Internet of Things (IoT) has been proposed in the literature, yet a smart windows control with multi-objectives functions related to the environmental factors remain open gap. This paper aims to contribute to this area by developing a cyber-physical system (CPS) for smart room and windows automation control (SRWAC) using set of rules generated from the Petri Net simulator for determining the system response to the inputs data sensed from the indoor and outdoor sensing units (temperature, dust, rain, and carbon monoxide sensors) in coding Atmega 328 controller. We also simulate the window controller using Field Programmable Gate Array (FPGA) in Xilinx ISE. The results of the system tested show that automated response of the indoor and outdoor conditio...

There are significant numbers of relevant research works available that concerns VHDL programming... more There are significant numbers of relevant research works available that concerns VHDL programming and Field Programmable Gate Array (FPGA) based hardware design, simulation and implementation. This is because; both the FPGA design and VHDL programming realization are quiet new and useful to accomplish various tasks in the field of research for digital system designed and development of miniaturized embedded system. It is found difficult to understand and put into practice by the learners in the tertiary institution, which still requires rapid training and development. In this paper, we design and demonstrate an FPGAlogic circuit using 4-bit BCD adders and parallel 4-bit comparator with a stepwise development of the vital soft logic design flow, simulation and timing analysis. It also presents an educational concept designed for complementing courses offered like FPGA prototype and ASIC design. This perception of FPGA-based design flow will facilitate learner’s understanding, skills ...

Street lights are very crucial devices that enable vision especially during dark hours. Electrica... more Street lights are very crucial devices that enable vision especially during dark hours. Electrical energy lighting makes up the largest part of power consumption in the world particularly through the use of lamps. These lamps are mainly controlled using ordinary switches that are manually operated. Most of these are left on by individuals which leads to wastage of electrical power and increase in payment of such services hence the need for efficient power management. This gave rise to the development of various lighting control technology to increase energy efficiency and minimise cost. This paper discusses an intelligent energy-saving streetlight which is capable of minimizing energy consumption to as low as 30% by switching on the lamps at specific periods. The design inculcates random logic with the LDR acting as input sensors installed at strategic points for maximum efficiency. For a very busy road at night, the vehicles light hitting the light dependent resistor consistently f...

Fish product contributes a significant amount of protein demand of human nutrition and made up of... more Fish product contributes a significant amount of protein demand of human nutrition and made up of about 16% of human diet all around the world. However, Fish production is one of the factors that have been a bottleneck for development of fish farming for most developing countries such as Nigeria. One of the major and time consuming task in production is providing an accurate estimate of the fingerlings to farmers. The methods of counting fingerlings in most developing countries is done manually. These manual methods are inevitably influence by inaccuracies and exposer of the fingerlings to unnecessary stress that could lead to death. This paper proposed a fingerling counting algorithm using digital image technique. To achieved this aim, a robust segmentation algorithm, feature extraction algorithm and machine learning algorithm for fingerlings classification and counting are hereby formulated. At the end of this research, the proposed algorithm is expected to count different sizes o...

One of the sectors that contribute to the country’s economy is agriculture which needs the improv... more One of the sectors that contribute to the country’s economy is agriculture which needs the improvement of science and technology from time to time such as in its fertigation system. The manual applications of fertilizer that are commonly used are very stressful and consume enormous time especially when cultivating a large area of land and also do not ensure efficient management of fertilizer. This paper presents a Decision Support System (DSS) for automatic application of fertilizer and water to tomato plants using artificial neural network. The system is capable of dispensing required fertilizer to tomato plants; at the developmental stages based on nitrogen, phosphorous, and potassium contents of the soil. The tomato plant images at every stages of its growth were acquired using digital camera, in addition to NPK sensor used to measures the available fertilizer at every stages of the tomato plants. The acquired images were preprocessed using Contrast enhancement, RGB to Grayscale ...

Learning embedded system design, simulation and implementation opens a new paradigm in developing... more Learning embedded system design, simulation and implementation opens a new paradigm in developing practical laboratory experiments for embedded based systems. This paper showcases method of learning system circuit design with the use of simulation computer aided design tools like proteus virtual system modelling (PVSM), multism and Tiny CAD. In order to demonstrate this procedure on how virtual microcontroller-based circuit experiments were carried out in the laboratory, PIC16F887 chip was used as the major logic component. Several practical on hands-experiment were demonstrated with the aid of PVSM, and the result of each experiment performed were displayed with snapshot. Although, the intent of this paper is to put forward a technical approach for learning and engaged students in practices, expert in the progression of learning embedded system courses. This hands-on experiment will be an added advantage besides the class room teaching of students, and allows hobbyist, professional...

Time plays an important role in our daily activities, more particularly in sectional events or co... more Time plays an important role in our daily activities, more particularly in sectional events or conference arena where there is need for accurate time management. This paper focuses on the development and implementation of an improved digital timer with audio-visual unit using (PIC16F887) microcontroller chip and other electronics component such as LCD, 7-segment display, LED and buzzer as an I/O device. Thus, the need for this device in our daily activities is to monitor the time scheduled for events, updating and alert the audience using an audio-visual approach. The proposed system allows apt time management and avoids time wastage during seminar presentations and the likes. It particularly helps presenters to be time conscious, thus, making them to naturally adjust such that the allotted time is enough to cover up their presentation. The digital timer and alarm system presented herewith is also of advantage to the physically challenged like the deaf and blind in monitoring their ...

International Journal of Artificial Intelligence Research, 2018

The control of density traffic at cross junction road usually manned by human efforts or implemen... more The control of density traffic at cross junction road usually manned by human efforts or implementation of automatic traffic light system. This system seem and proves to be inefficient with some challenges. The major constraints of this traffic control are as a result of the inability of most traffic control systems to assign appropriate waiting time for vehicles based on the lane density. Also with little or no consideration for pedestrians, emergency and security agents priorities. In view of this, an intelligent density traffic control system using (fuzzy logic) which is capable of providing priority to the road users based on the density and emergency situations was developed and presented in this paper. This system will obtain the approximate amount of vehicle and presence of pedestrians respectfully on each lane with help of Infrared Sensors (IR) and siren detection system for emergency and security road users. The working principle of this system depending on the logic input...

Sensors, 2019

Pipelines are widely used for the transportation of hydrocarbon fluids over millions of miles all... more Pipelines are widely used for the transportation of hydrocarbon fluids over millions of miles all over the world. The structures of the pipelines are designed to withstand several environmental loading conditions to ensure safe and reliable distribution from point of production to the shore or distribution depot. However, leaks in pipeline networks are one of the major causes of innumerable losses in pipeline operators and nature. Incidents of pipeline failure can result in serious ecological disasters, human casualties and financial loss. In order to avoid such menace and maintain safe and reliable pipeline infrastructure, substantial research efforts have been devoted to implementing pipeline leak detection and localisation using different approaches. This paper discusses pipeline leakage detection technologies and summarises the state-of-the-art achievements. Different leakage detection and localisation in pipeline systems are reviewed and their strengths and weaknesses are highl...

Acta Electrotechnica et Informatica, 2019

Acta Electrotechnica et Informatica, 2017

Journal of Asian Scientific Research, 2017