This research introduces a PID controller designed for a Vehicle Suspension System (VSS) using the Wild Goat Optimization (WGO) algorithm. The goal is to improve ride comfort by mitigating the impacts caused by uneven...
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HVAC systems represent the most significant energy consumers in buildings, constituting over 60% of total energy usage. This research endeavors to enhance energy efficiency and thermal comfort within buildings, partic...
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Backscatter communication is burgeoning because of its low cost and low power consumption and become a key technology to the success of IoT. The bistatic backscatter is an transpiring paradigm of future IoT as it enla...
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Food insecurity is a pervasive phenomenon in Africa, and the paradox is that it affects farming households more than others. Although early and accurate detection of famine in farm households is a complex challenge, i...
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ISBN:
(纸本)9798350349955;9798350349948
Food insecurity is a pervasive phenomenon in Africa, and the paradox is that it affects farming households more than others. Although early and accurate detection of famine in farm households is a complex challenge, it remains very important to help reduce their vulnerability and inform policy and practice. Existing food security monitoring tools focus on isolated dimensions of the problem and some remain static. In this study, we focus on a composite metric of food security which combines three key indicators: Food Consumption Score (FCS), Livelihood Coping Strategies (LCS), and Food Expenditure Share (FES). We trained and tested various automatic classifications models, applied them to Burkina Faso's 2020 Permanent Agricultural Survey data to predict food security and validated our results with data from 2019. This prediction was compared to actual food security. The approach used correctly identifies the food security status of 84% of the households. Farms which practice agroecology are slightly less affected by food insecurity than those practicing conventional agriculture. We also find that households that implement integrated livestock-agriculture systems are less affected by food insecurity than households that do not. The proposed models can speedily predict food security status using multidimensional datasets and are able to identify the risk factors associated with predicted food insecurity trends, which is key to target priority areas for intervention by policymakers. They could also be integrated into data collection tools via server communication protocols to enable real-time monitoring.
The object of the research in the article is a heterogeneous local communication network. In such network, a complex access protocol is used to access the channel and transmit messages. This protocol implements the pr...
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This paper investigates the distributed consensus computing problem over heterogeneous opportunistic networks with heterogeneity in communication, caching and computing power. In existing work on distributed consensus...
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This article presents the chopper based rotor side speed control of wound rotor induction motor (WRIM) with rotor resistance variation. In conventional rotor resistance speed control of WRIM has unbalance voltage issu...
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The significant increase in the amount of generated data provides potential for organizations to improve performance. Accordingly, Data Science (DS), which encompasses the methods to extract knowledge from data, has i...
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As distribution automation technology develops, the design mode of domestic 10kV distribution terminals gradually turns to distributed distribution terminal unit(DTU) terminals. Howerver, there is not a good way to se...
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