{"title":"Real-time Monitoring of Nitrate Concentrations in Groundwater Using Wireless Sensor Network","authors":"Gifty Buah, I. Nti, R. Sowah","doi":"10.1109/ICAST52759.2021.9682122","DOIUrl":"https://doi.org/10.1109/ICAST52759.2021.9682122","url":null,"abstract":"In recent times, there has been an increase in awareness of groundwater pollution caused by excess nitrate ions. This is a necessary concern as groundwater is a significant source of drinking water for many people, and intake of water polluted with nitrate, primarily by infants, causes low levels of oxygen in the blood, a fatal condition known in biological terms as methemoglobinemia or the blue baby syndrome. As more nitrate ions are introduced into groundwater by applying nitrate fertilizers each year, seepage from septic systems, more lives are threatened. In view of this, the Environmental Protection Agency (EPA) has set a drinking water standard of 10 milligrams per liter (ml/L) nitrate concentration. An effective monitoring system must regularly measure nitrate ions’ concentration in underground water to adhere to this standard. To address the issue of effectively monitoring nitrate concentrations in groundwater while considering energy efficiency and mobility of the user, a real-time monitoring system for nitrate ions in groundwater was developed using a wireless sensor network consisting of nitrate sensors which were situated in the field (groundwater) to collect nitrate concentration data and send the data wirelessly via Bluetooth and the internet to be displayed in an android application. The readings of nitrate concentration were displayed in an android application both numerically and graphically, and a notification was sent to the application user when the nitrate concentration exceeded 8mg/L. The developed monitoring system detected and measured the concentration of nitrate ions in groundwater and transmitted the data obtained to the android application via Bluetooth and the internet through an online database in a delay time of 90 seconds of operation. The system operated and displayed the concentration of nitrate ions in real-time, enhancing early detection of groundwater pollution due to excess nitrate ions.","PeriodicalId":434382,"journal":{"name":"2021 IEEE 8th International Conference on Adaptive Science and Technology (ICAST)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116118379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Exploring Optimised Capsule Network on Complex Images for Medical Diagnosis","authors":"Y. Afriyie, B. Weyori, A. Opoku","doi":"10.1109/ICAST52759.2021.9682081","DOIUrl":"https://doi.org/10.1109/ICAST52759.2021.9682081","url":null,"abstract":"Deep learning techniques have effectively treated about one million gastrointestinal patients in recent years. It is the most advanced medical imaging technique for the diagnosis of gastrointestinal illnesses such as ulcers, polyps, bleeding, and so on. Because manual diagnosis is time-consuming and difficult for medical practitioners, researchers have developed computational techniques for disease detection and classification. To overcome these issues, we present a capsule network variation that is less sophisticated but still robust and capable of extracting features for a better classification. Experimental results show that the proposed model can achieve 87.3%, 93.84% and 85.50% test accuracies on complex images such as CIFAR 10, fashion-MNIST and kvasir-dataset-v2 datasets, respectively. The performance of the proposed model is comparable to that of the state-of-the-art models on the datasets with a relatively small number of parameters.","PeriodicalId":434382,"journal":{"name":"2021 IEEE 8th International Conference on Adaptive Science and Technology (ICAST)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123582078","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Investigating Factors Affecting Material Selection: The Impacts on Climate-Friendly Materials in Energetic Expense and Carbon Dioxide Emissions Reduction","authors":"G. Sarpong-Nsiah, A. Acakpovi, G. Aggrey","doi":"10.1109/ICAST52759.2021.9682181","DOIUrl":"https://doi.org/10.1109/ICAST52759.2021.9682181","url":null,"abstract":"Drawing on the concept of sustainability in environmental development, building stock makes a significant contribution to energetic expense and carbon dioxide emissions. Measures are required to address the housing situation with implications for energy consumption and potential climate change impact. Multiple factors present trade-off analysis that makes decision process in building materials selection complex. The aim of this paper is to address the following objective: identify key sustainability principal indicators that impact the selection of building materials; to establish and specify the impact weight of each indicator. With results derived from questionnaire surveys with a cross-section of house building stakeholders, key sustainability principle indicators impacting the selection of climate-friendly materials are identified, analyzed, grouped and ranked according to the relative importance that each decision factor holds, using multi-criteria approach and analytical hierarchy process technique. The rationale of this paper is built on the ground that energetic expense and carbon dioxide emissions reduction in materials selection process requires the assessment of the sociocultural, economic, environmental, and technical consequences of potential materials option.","PeriodicalId":434382,"journal":{"name":"2021 IEEE 8th International Conference on Adaptive Science and Technology (ICAST)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127406730","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Evaluating Overvoltage Protection Scheme of Pole Mounted Transformers Employed by ECG","authors":"G. Eduful","doi":"10.1109/ICAST52759.2021.9682167","DOIUrl":"https://doi.org/10.1109/ICAST52759.2021.9682167","url":null,"abstract":"Pole-Mounted-Transformer (PMT) failures present a major threat to the Electricity Company of Ghana (ECG). These failures have been observed to occur frequently during thunder and lightning activities, raising strong suspicion that ECG’s existing pole mounted transformer protection scheme is inadequate. Over the years, the company has used and relied on the protection scheme that separates the primary surge arrester’s grounding from the low voltage neutral terminal of the pole mounted transformer. Unfortunately, literature on the subject is equally inconclusive . Whilst certain schools of thoughts encourage the interconnection of arrester grounding and LV neutral grounding, some codes do not allow it. In this study MATLAB Simulink is used to evaluate the effectiveness of the existing protection scheme adopted by the Electricity Company of Ghana. It was found that separating the HV grounding from the LV neutral grounding makes the transformer more vulnerable to lightning-induced overvoltage. The study recommends alternative solutions to deal with the problem.","PeriodicalId":434382,"journal":{"name":"2021 IEEE 8th International Conference on Adaptive Science and Technology (ICAST)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127774943","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Multi-Criteria Approach for Energetic Expense and Carbon Dioxide Emission Decrease through Locally Sourced and Recycled Building Material Selection: Housing Construction in Ghana","authors":"G. Sarpong-Nsiah, A. Acakpovi, G. Aggrey","doi":"10.1109/ICAST52759.2021.9682000","DOIUrl":"https://doi.org/10.1109/ICAST52759.2021.9682000","url":null,"abstract":"Drawing on the concept of sustainability in environmental developments, this paper presents a multi-criteria decision process, in bringing cultural issues to the attention of house building stakeholders, towards the wider use of aluminum roofing sheets which is 41% as good as natural roofing tile, by a direct estimation which involves the expression of relative importance of the criteria in a direct way through questionnaire surveys to determine what kind of roofing material would be best for a separate house. Decisions involving sociocultural factors needed to be traded off. To do that, they have to be measured alongside sustainability principle indicators impacting the selection of Locally Sourced and Recycled Building Materials (LSRBM) whose measurements must also be evaluated as to, how well, they serve the selection of LSRBM with the least carbon dioxide emissions. The analytical hierarchy process is a concept of measurement to derive priority scales. These scales measure intangibles in relative terms. This explained 21.39% carbon dioxide emissions decrease and 64.17% energetic expense decrease for selecting concrete roofing tiles, the lack of informed knowledge and in the Ghanaian context towards climate change mitigation in West Africa.","PeriodicalId":434382,"journal":{"name":"2021 IEEE 8th International Conference on Adaptive Science and Technology (ICAST)","volume":"171 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122989989","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mohammed Yussif Umaru, W. A. Agangiba, Mensah Sitti
{"title":"Real-Time Monitoring and Control Covid-19 Disinfection System with Access","authors":"Mohammed Yussif Umaru, W. A. Agangiba, Mensah Sitti","doi":"10.1109/ICAST52759.2021.9681961","DOIUrl":"https://doi.org/10.1109/ICAST52759.2021.9681961","url":null,"abstract":"To prevent the spread of the covid-19 pandemic, health experts have recommended protocols such as social distancing, proper hand washing and regular temperature checks. Regular touching of face with the hand is also discouraged. To be effective however, these rules have to be well enforced and monitored. This paper presents an Arduino-based solution for monitoring and ensuring that several of the protocols are adhered to. Specifically, the protocols being monitored and enforced by this system are handwashing, Hand Sanitizing, body temperature measurement and social distancing. This provides a better solution compared to existing ones which mostly focus on enforcing fewer selected protocols.","PeriodicalId":434382,"journal":{"name":"2021 IEEE 8th International Conference on Adaptive Science and Technology (ICAST)","volume":"171 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117297474","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Wisdom O. Okafor, S. Edeagu, Chibuzo C. Ogbonna, O. Iloanusi
{"title":"Data-Driven Demand Side Orchestration in a Smart Grid Environment","authors":"Wisdom O. Okafor, S. Edeagu, Chibuzo C. Ogbonna, O. Iloanusi","doi":"10.1109/ICAST52759.2021.9682049","DOIUrl":"https://doi.org/10.1109/ICAST52759.2021.9682049","url":null,"abstract":"The quest for meaningful living in the area of electricity usage seeks to optimize electricity usage and supply by controlling the shape of consumption via data-based energy management techniques. This leads to electricity market price forecasting for the market participants in the given present varying electric power supply with customers high energy demand. In this research, the smart meter data is concomitantly used to generate useful data for settling forces of demand and supply of electric power. The Bernoulli and Binomial distribution models are used in this paper to determine the activation benchmark function and the demand side classification threshold value. The results show that using smart meter data, maximum control, and energy management efficiency is possible given the limited available power resources and unstable renewable energy sources mainly in African nations.","PeriodicalId":434382,"journal":{"name":"2021 IEEE 8th International Conference on Adaptive Science and Technology (ICAST)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133803426","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Romaric Adegbola, F. Fifatin, R. Agbokpanzo, A. Acakpovi
{"title":"Modelling and Simulation of Magnetic Fields in the Vicinity of High Voltage Transmission Line","authors":"Romaric Adegbola, F. Fifatin, R. Agbokpanzo, A. Acakpovi","doi":"10.1109/ICAST52759.2021.9682078","DOIUrl":"https://doi.org/10.1109/ICAST52759.2021.9682078","url":null,"abstract":"The aim of this study is to evaluate the magnetic field in the vicinity of the overhead high voltage transmission line, owing to the increasing concerns about the unpredictable health effects relating to magnetic field, produced by high voltage transmission lines. Low frequency magnetic fields around transmission line are time-varying quasi-static magnetic field for which the magnetic field is caused by current in the phase conductors. In this paper, the magnetic field produced by a power line is numerically modelled as the sum of the magnetic fields produced by each conductor current. Gmsh and GetDP open source software package are used for the simulation of the magnetic field created in the vicinity of two transmission lines that are located in Republic of Benin. The results of the study revealed that for the 161 kV and 330 kV transmission lines, there were some areas around the phase conductors where the magnitude of the magnetic field exceeded 75 μT and 200 μT respectively. A comparison of the study results with exposure limits specified by safety guidelines and regulations shows that there is no critical concern for the people living near the transmission lines. Rather, the exposure level seems dangerous for workers and individuals working closely to the line for a long duration. Consequently, the findings of this paper are useful in specifying appropriate clearance distance and duration to be maintain while working on life line as an amendment to existing standards in electromagnetic protection.","PeriodicalId":434382,"journal":{"name":"2021 IEEE 8th International Conference on Adaptive Science and Technology (ICAST)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132587780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
I. A. Aboagye, W. Owusu-Banahene, Kevin Amexo, Kwadwo A. Boakye-Yiadom, R. Sowah, Nii Longdon Sowah
{"title":"Design and Development of Computer Vision-Based Driver Fatigue Detection and Alert System","authors":"I. A. Aboagye, W. Owusu-Banahene, Kevin Amexo, Kwadwo A. Boakye-Yiadom, R. Sowah, Nii Longdon Sowah","doi":"10.1109/ICAST52759.2021.9681943","DOIUrl":"https://doi.org/10.1109/ICAST52759.2021.9681943","url":null,"abstract":"Vehicle accidents are a common occurrence worldwide, large portions of which are fatigue-related. In this research paper, we proposed the design and development of a system to control fatigue-related accidents. The system comprises a microcontroller, a camera, and a speaker. The microcontroller receives a video stream from the camera and analyses the eyes and mouth of the driver to detect signs of fatigue. The detection of fatigue signs is accomplished using Haar Cascades. Haar cascades are machine learning object detection algorithms. They use Haar features to determine the likelihood of a particular point being part of an object. Boosting algorithms are used to produce a strong prediction out of a combination of “weak” learners. Cascading classifiers are used to run boosting algorithms on different subsections of the input image received from the camera. The classifiers achieved high accuracy rates in detecting the various facial features with corresponding annotations. The system developed can detect fatigue with high accuracy. This paper recommends integrating computer vision-based fatigue detection and alert system into self-driving cars to automatically switch into autopilot when the driver continuously exhibits signs of fatigue.","PeriodicalId":434382,"journal":{"name":"2021 IEEE 8th International Conference on Adaptive Science and Technology (ICAST)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121484858","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
R. Sowah, Henry Osei Agyemang, Alfred Degbang, Elvis Bosomafi, A. Acakpovi, Gifty Buah
{"title":"Design and Development of Shuttlefy: A Smart Shuttle System For University of Ghana Campus","authors":"R. Sowah, Henry Osei Agyemang, Alfred Degbang, Elvis Bosomafi, A. Acakpovi, Gifty Buah","doi":"10.1109/ICAST52759.2021.9682012","DOIUrl":"https://doi.org/10.1109/ICAST52759.2021.9682012","url":null,"abstract":"A smart shuttle system incorporates several technologies such as real-time tracking of vehicles and other services like providing the estimated arrival time and payment system. This paper designed and implemented a smart shuttle system to help the University of Ghana students locate the shuttle’s position and estimate the arrival time via web and mobile applications. The system integrates an electronic payment system via mobile money, credit or debit card, and web tokens to allow students to pay for their rides without physical cash. This system comprises an integration of hardware and software modules. A real-time Google map and Arduino-based vehicle tracking system is implemented with the Global Positioning System (GPS) and Global System for Mobile Communication (GSM). An Arduino UNO controls the GPS module to get the geographic coordinates at regular time intervals. The GSM module transmits the shuttle’s location (latitude and longitude) to the web and mobile applications. Finally, the web and mobile application use Google Maps to show the shuttle’s location in real-time, making it possible for students to monitor a moving shuttle using their smartphones or laptops. The integrated payment system within the mobile app allows students to pay for a ride in the shuttle using credit cards, mobile money, and electronic tokens. The developed system was extensively tested for the various functionalities to ensure that the system was fully operational.","PeriodicalId":434382,"journal":{"name":"2021 IEEE 8th International Conference on Adaptive Science and Technology (ICAST)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126173242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}