https://www.selleckchem.com/products/Pyroxamide(NSC-696085).html Local scientists and developers have also developed rapid diagnostic test kits, ventilators, and solar-powered handwashing machines. This paper highlights Ghana's innovativeness, scientific, and technological breakthroughs achieved so far in the fight against the pandemic.COVID-19 pandemic has ultimately brought down the world in a status of standstill as a result of lockdown as one of the measures to combat the situation and to prevent cross transmission. On the other hand, it has raised issues like ethical obligation of medical doctors and other staff to attend COVID-19 patients without proper PPE and resources increasing the risk to the staff and their family. In addition, it has resulted in compromise of the services provided to the people like non-availability of medical services to chronic and non-urgent patients. Non-COVID-19 patients attending 'Fever Clinic' were harmed due to inappropriate management. Medical staff dealing with testing or working in hospitals, isolation wards or quarantine centres have been stigmatized as 'possibly infected' and even denied food and accommodation.In this study, gross final energy consumption (GFEC), energy consumption of renewable energy sources (RES) and its share in France, Germany, Italy, Spain, Turkey and the United Kingdom (UK) are forecasted by 2030. A novel model is proposed in this study which is called optimized fractional nonlinear grey Bernoulli model, briefly as OFANGBM(1,1). In this model, three parameters, which are background value λ, power index value γ and fractional order value r, are optimized by genetic algorithm (GA) method. Results of OFANGBM(1,1) show that GFEC in France, Germany, Italy, Spain, Turkey and UK will reach to 151.7 Mtoe, 227.6 Mtoe, 110.8 Mtoe, 84.5 Mtoe, 173.4 Mtoe and 132.2 Mtoe, respectively, in 2030. Additionally, energy consumption from RES in France, Germany, Italy, Spain, Turkey and UK is forecasted as 28.5 Mtoe, 53.8