Fault Detection and Prediction in Induction Motors

Capstone Project submitted to the Department of Engineering, Ashesi University in partial fulfillment of the requirements for the award of Bachelor of Science degree in Electrical and Electronic Engineering, May 2022ccInduction motors are expensive and the backbone of every industry. There would be no production when induction motors break down. It is also costly to repair them after a sudden shutdown. Industries are gradually adapting to predictive maintenance to prevent unnecessary shutdowns and reduce the cost of maintenance. The objective of this paper is to even make the predictive maintenance of inter-turn short circuit fault in induction motors more reliable by adding fault detection and deploying the entire system in an alarm and display system. In this project, secondary current data from a three-phase induction motor has been used because of the current's capabilities of detecting a higher percentage of electrical faults. This is achieved using predictive maintenance toolbox in MATLAB.Ashesi Universit

Possible future trajectory of COVID-19: emphasis on Africa

Coronavirus disease 2019 (COVID-19) has caused morbidity and mortality in many countries. COVID-19 has also negatively affected the economy of several nations. The dynamics of interaction between severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and host, and possible evolution of the virus into more virulent strains pose a threat to global eradication. With the advent of vaccination in most countries, vaccine hesitancy, especially in Africa, is expected to reduce. We also believe that the COVID-19 vaccine would have substantial impact on reducing incidence, hospitalizations, and deaths. A predictor model for COVID-19 infection pattern through to 2025 suggests that recurrent outbreaks are likely to occur. There is a prediction that Africa would not fully recover from the economic crises posed by the pandemic; nonetheless, we expect that economic activities on the continent will improve as countries undertake mass vaccinations and populace attain herd immunity. The growth of e-commerce has been remarkable during the pandemic and we don´t expect trend to decline anytime soon. The pandemic has led to technology and digital platform utilization and/or improvement, which invariably has the tendency to improve quality of lives in the future. These include effective big data monitoring, online shopping, among others. Our future trajectory for recurrent waves of COVID-19 is that these may occur in winter months in temperate climates. We believe that COVID-19 has strengthened Africa´s resilience to future pandemics

Household cost of chronic kidney disease care among patients presenting at Komfo Anokye Teaching Hospital, Ghana

Background: Chronic kidney disease (CKD) has a major effect on global health, both as a direct cause of morbidity and mortality and as a risk factor for cardiovascular disease. This study was carried out to determine the household cost of CKD care among patients receiving treatment at a tertiary healthcare facility in Ghana. Methods: This was a cross-sectional study conducted over a period of three months. The estimated household cost of CKD care was made up of direct and indirect cost of treating the condition. The direct cost was divided into direct medical cost and direct non-medical cost. The direct medical cost included cost of medication, outpatient consultations, cost of dialysis, diagnostic investigations (including laboratory investigations), and ultrasound and computed tomography requests. The direct non-medical cost included cost of feeding and transportation. The indirect cost was based on the total time lost to productivity. Results: A total of 224 patients were included in the study. The mean ±SD age of the patients was 49.62 ±15.37 years. The overall average monthly cost of CKD care for the 224 patients was GH₵ (US$) 1,121.42 (198.63), making up of 87.70% direct cost and 12.30% indirect cost. The cost incurred by CKD patients on dialysis was significantly higher and almost four times higher than that of the end stage non-dialysis CKD patients

Susceptibility pattern of uropathogens to ciprofloxacin at the Ghana police hospital

Introduction: Reports of increasing resistance of uropathogens to antimicrobials is of global concern. Culture and drug susceptibility tests remain a vital guide to effective therapy. The aim of this study was to determine the susceptibility pattern of isolated uropathogens to ciprofloxacin at the Ghana Police Hospital. Methods: A total of 705 mid-stream urine samples were collected from patients suspected of having  urinary tract infection, and visited the Ghana Police Hospital's laboratory from December 2013 to March  2014. Samples were cultured and isolates identified by standard methods, after which isolates  susceptibility to ciprofloxacin was determined. Results: Prevalence of urinary tract infection among patients' whose samples were analyzed was 15.9%. Predominant uropathogens isolated were E .coli (46.4%), Coliform (41.1%) and Coliform spp. with Candida (6.2%). Other isolates were Pseudomonas spp. (2.7%), Salmonella spp. (1.8%), Candida spp. (0.9%) and Klebsiella spp (0.9%). The overall resistance among the top three isolated uropathogens to ciprofloxacin was 35.9%. Resistance pattern demonstrated by  respective isolates to ciprofloxacin were: E. coli (38.5%), Coliform (54.3%), and Coliform spp. with Candida (15%). The other isolates showed 100% sensitivity.Conclusion: This study revealed a relatively high ciprofloxacin resistance among isolated uropathogens,  hence, the need for prudent prescribing and use of  ciprofloxacin in urinary tract infection management.Key words: Urinary tract infection, isolates, susceptibility, antibiotics, uropathogen

Covid-19 pandemic in resource-poor countries : challenges, experiences and opportunities in Ghana

The novel coronavirus, SARS-CoV-2, which causes COVID-19, is seen world-wide. In developing countries, adequate health facilities and staff numbers are a concern. Ghana recorded its first 2 cases of COVID-19 on 12 March 2020. On 30 March 2020, a partial lockdown for 14 days was imposed and later extended along with other measures. By the end of the initial lockdown, 19 April 2020, an estimated 86,000 people had been traced and 68,591 tests performed. Of the 68,591 tests, there were 1,042 (1.5%) positive cases, 9 deaths, and 99 recoveries, with Ghana ranked number one among African countries in administering tests per million people. Ghana’s effective track and trace system, as well as lockdown and other measures, have helped limit mortality with only 85 recorded deaths by 23 June 2020. Scientists from three facilities of the University of Ghana have also successfully sequenced the genomes of COVID-19 from 15 confirmed cases, and the Food and Drugs Authority in Ghana have also helped address shortages by fast-tracking certification of hand sanitizers and local production of 3.6 million standardized personal protective equipment. There has also been the development of prototypes of locally-manufactured mechanical ventilators to meet local need at intensive care units. Most people have also resorted to changing diets and the use of supplements to boost their immune system. Although initial results are encouraging, further research is needed to understand the dynamics of COVID-19 in Ghana and provide additional guidance

Antimicrobial point prevalence surveys in two Ghanaian hospitals : opportunities for antimicrobial stewardship

Background: Improved knowledge regarding antimicrobial use in Ghana is urgently needed to reduce antimicrobial resistance (AMR). This includes point prevalence studies (PPS) in hospitals. Objectives were: (i) provide baseline data in two hospitals (Keta Municipal Hospital – KMH and Ghana Police Hospital – GPH) and identify priorities for improvement; (ii) assess the feasibility of conducting PPS; (iii) compare results with others. Methods: Standard PPS design using the Global PPS paper forms, subsequently transferred to their template. Training undertaken by the Scottish team. Quality indicators included rationale for use; stop and review dates, and guideline compliance. Results: Prevalence of antibiotic use was 65.0% in GPH and 82.0% in KMH. Penicillins and other beta-lactam antibiotics were the most prescribed in both hospitals, with third generation cephalosporins mainly used in GPH. Antibiotic treatment was mainly empirical and commonly administered intravenously (IV), duration was generally short with timely oral switching, and infections were mainly community acquired. Encouragingly, good documentation of the indications for antibiotic use in both hospitals and 50.0-66.0% guideline compliance (although for many indications no guideline existed). In addition, almost all prescribed antibiotics had stop dates and there appeared no missed doses. The duration of use for surgical prophylaxis was generally more than one day (69.0% in GPH and 77.0% in KMH). Conclusions: These two hospitals were the first in Ghana to use the Global PPS system. We found the PPS was feasible and relatively rapid, achieved with limited training. Targets for improvement identified included broad-spectrum antibiotics, duration of treatment and high empiric use

Developing a Sustainable Antimicrobial Stewardship (AMS) Programme in Ghana: Replicating the Scottish Triad Model of Information, Education and Quality Improvement

(1) Background: Our aim was to develop robust and reliable systems for antimicrobial stewardship (AMS) in Keta Municipal Hospital and Ghana Police Hospital. Objectives were to build capacity through training staff in each hospital, establish AMS teams, collect data on antibiotic use and support local quality improvement initiatives. (2) (2) Methods: The Scottish team visited Ghana hospitals on three occasions and the Ghanaian partners paid one visit to Scotland. Regular virtual meetings and email communication were used between visits to review progress and agree on actions. (3) Results: Multi-professional AMS teams established and met monthly with formal minutes and action plans; point prevalence surveys (PPS) carried out and data collected informed a training session; 60 staff participated in training delivered by the Scottish team and Ghanaian team cascaded training to over 100 staff; evaluation of training impact demonstrated significant positive change in knowledge of antimicrobial resistance (AMR) and appropriate antibiotic use as well as improved participant attitudes and behaviours towards AMR, their role in AMS, and confidence in using the Ghana Standard Treatment Guidelines and antimicrobial app. (4) Conclusions: Key objectives were achieved and a sustainable model for AMS established in both hospitals

Supporting global antimicrobial stewardship : antibiotic prophylaxis for the prevention of surgical site infection in low and middle income countries (LMICs): a scoping review and meta-analysis

Background: The Scottish Antimicrobial Prescribing Group (SAPG) is supporting two hospitals in Ghana to develop antimicrobial stewardship. Early intelligence gathering suggested that surgical prophylaxis was suboptimal. We reviewed the evidence for use of surgical prophylaxis to prevent surgical site infections (SSI) in low and middle-income countries (LMICs) to inform this work. Methods: MEDLINE, Embase, Cochrane, CINHAL and Google Scholar were searched from inception to 17 February, 2020 for trials, audits, guidelines and systematic reviews in English. Grey literature, websites and reference lists of included studies were searched. Randomised clinical trials reporting incidence of SSI following Caesarian section were included in two meta-analyses. Narrative analysis of studies that explored behaviours and attitudes was conducted. Results: This review included 51 studies related to SSI and timing of antibiotic prophylaxis in LMICs. Incidence of SSIs is higher in LMICs, infection surveillance data is poor and there is a lack of local guidelines for antibiotic prophylaxis. Education to improve appropriate antibiotic prophylaxis is associated with reduction of SSI in LMICs.The random effects pooled mean risk ratio of SSI in Caesarian section was 0.77 (95% CI: 0.51 to 1.17) for pre-incision versus post-incision prophylaxis and 0.89 (95% CI: 0.55 to 1.14) for short versus long duration, Reduction in cost and nurse time was reported in shorter duration SAP. Conclusion: There is scope for improvement but interventions must include local context and address strongly held beliefs. Establishment of local multidisciplinary teams will promote ownership and sustainability of change

Practical Pharmacist-Led Interventions to Improve Antimicrobial Stewardship in Ghana, Tanzania, Uganda and Zambia.

The World Health Organisation (WHO) and others have identified, as a priority, the need to improve antimicrobial stewardship (AMS) interventions as part of the effort to tackle antimicrobial resistance (AMR). An international health partnership model, the Commonwealth Partnerships for Antimicrobial Stewardship (CwPAMS) programme, was established between selected countries in Africa (Ghana, Tanzania, Zambia and Uganda) and the UK to support AMS. This was funded by UK aid under the Fleming Fund and managed by the Commonwealth Pharmacists Association (CPA) and Tropical Health and Education Trust (THET). The primary aims were to develop local AMS teams and generate antimicrobial consumption surveillance data, quality improvement initiatives, infection prevention and control (IPC) and education/training to reduce AMR. Education and training were key components in achieving this, with pharmacists taking a lead role in developing and leading AMS interventions. Pharmacist-led interventions in Ghana improved access to national antimicrobial prescribing guidelines via the CwPAMS mobile app and improved compliance with policy from 18% to 70% initially for patients with pneumonia in one outpatient clinic. Capacity development on AMS and IPC were achieved in both Tanzania and Zambia, and a train-the-trainer model on the local production of alcohol hand rub in Uganda and Zambia. The model of pharmacy health partnerships has been identified as a model with great potential to be used in other low and middle income countries (LMICs) to support tackling AMR