Kingsley A. Ogudo - IEEE Xplore Author Profile

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One of the key methods for identifying anomalous activities, such as electricity theft, metering errors, cyber-attacks, and technical losses by distribution network operators (DNOs), is the detection of anomalies in residential energy consumption. In this paper, a machine learning-based method is utilized based on irregularities in residential electricity consumption data is presented to detect an...Show More
The development of Epitope-based vaccines (EBVs) necessitates the identification of antigenic fragments (AFs) of the target pathogen known as T-cell epitopes (TCEs). TCEs are recognized by immune system, specifically by T cells, B cells or antibodies. Traditional wet lab methods for identifying TCEs are often costly, challenging, and time-consuming compared to computational approaches. In the pres...Show More
Despite AI transforming algorithmic trading, the lack of transparency in these systems, sometimes referred to as “black boxes,” hinders wider confidence and acceptance. This proposed research presents a novel approach to uncovering the decision-making process of AI-driven trading strategies. It utilizes Generative Adversarial Networks (GANs) to produce visual explanations that are easy to understa...Show More
The automatic power source selection methods used in the different hybrid systems to select the required power supply according to the pre-selected requirements have en-countered different challenges including the optimal use. The need for power source selection technology originates from the need of combining different source of energy such as electricity produced from biomass feedstocks; this en...Show More
Multi-media content rendering is an important computing intensive task required for multi-media content generation. The content rendering is executed aboard ground based data centres. The operation of terrestrial data centres is inefficient when a significant amount of power is expended on cooling alongside a high-water footprint (WF). This results in a high-power usage effectiveness (PUE). The hi...Show More
The use of computing systems is expected to significantly increase with the rapid proliferation of high-speed computing networks, and their use in modern internet integrated power systems. The increased adoption of computing entities and systems is accompanied with associated usage-related cognitive concerns. An important concern in this regard is that of cognitive overstimulation. Cognitive overs...Show More
The power output of solar farms is affected by meteorological factors such as cloud formation and cloud height. Cloud height influences the incident solar radiation because of the occlusion of incident solar radiation. It is important to be able to classify a solar farm site as having either maximum cloud occlusion or minimum cloud occlusion. This is important to determine the suitability of a sit...Show More
Electricity theft is a significant challenge for energy distributors worldwide, leading to high distribution costs and rising energy expenditures. In South Africa, most energy distributors rely on utilities like Eskom to deliver their energy, which costs them money. Electricity theft also affects local governments and utilities or distributors, affecting their daily operations and reducing personn...Show More
This research examines how cloud and intelligent edge computing are affecting smart city physical environments. This shows how these technologies might transform urban life. Cloud and intelligent edge computing may improve urban life and sustainability. These applications are useful across sectors. Integrating centralized cloud resources with decentralized edge devices makes these applications ope...Show More
This assignment poses a challenging but essential problem for the rapidly developing discipline of natural language processing (NLP), which tries to classify information that is contested within texts that cover a variety of subject domains. The assignment in question seeks to classify information that is contested within texts. Enhanced Deep Inference for Text Segmentation (EDITS) is the name of ...Show More
This study examines how machine learning and artificial intelligence (AI) may be used to solve urgent worldwide issues with waste and energy management. It presents a thorough framework for employing AI technology to track and optimize trash production and energy use in residential communities. The framework reduces energy consumption and increases waste management efficiency by using sensors, dat...Show More
Alternative and embedded generation both make the decentralized approach to electricity generation, and they offset the grid import power near the consumption point. These are two different philosophies, but they have similar overall impacts on the environment, society, and the electricity economy. This paper aims to test both philosophies to evaluate the influence of alternative sources in a radi...Show More
Underwater data centers have been recognized to be suitable future computing platforms due to the benefits of low cooling. In addition, underwater computing platforms reduce content access latency for coastal subscribers. The performance of underwater data centers is influenced by different system configuration parameters and different events such as ocean warming that occurs in the underwater env...Show More
It is important to increase the number of young persons in technology-oriented careers and disciplines. This is also applicable to the domain of astronomy and space sciences. The existing approach to realizing the intended student stimulation targets young high school leavers and is organized by science voluntary organizations. Such an approach does not consider targeting individuals who are at th...Show More
The stratosphere is an aeronautical resource whose use is of benefit to the government in delivering aviation services. It also provides a freely cooling environment making it suitable for hosting non-terrestrial data centers. However, the development of a framework enabling the utilization of the stratosphere requires further research attention. The research presents a multientity architecture th...Show More
This paper presents a novel coupled Generative Adversarial Network (GAN) for the optimization of algorithmic trading techniques, termed Visio- Temporal Conditional Generative Adversarial Network (VTCGAN). The termed Visio- Temporal Conditional Generative Adversarial Network combines an Image Generative Adversarial Network and a Multivariate Time Series Generative Adversarial Network, offering an i...Show More
The millimeter-wave (mmWave) frequency band is rapidly becoming utilized in wireless technologies due to its large bandwidth and high data throughput. Wireless technology is increasingly becoming the backbone of the Internet of Things (IoT). This has resulted in increased applications of the radio frequency (RF) spectrum and congestion of the microwave band. This can be solved by utilizing more ba...Show More
Asymmetricity in user subscription aboard social media platforms leads to a case where emerging social media platforms have more users than existing and established social media platforms. This leads to a scenario where the computing capacity aboard the data centers of established social media platforms is unutilized or underutilized. In addition, emerging social media platforms are often capital ...Show More
The increasing role of the internet in society and enterprise necessitates that future engineers be trained in aspects enabling continued internet access in different contexts. An important context in this regard is that of training future engineers to be proficient in the aspect of integrating renewable energy technologies into the cloud data center. The cloud data center plays an important role ...Show More
Engineering academia makes use of emulation and simulation i.e software tools. These software tools should evolve to meet the new demands of provisioning of quality engineering education. This requires additional research consideration and is addressed in the presented research. The research proposes the evolution of simulation and emulation tools and describes a model wherein the intelligence is ...Show More
Subscribers seeking to access multimedia content utilize wireless networks significantly. Multimedia access is influenced and impaired by variability in the availability of wireless access links. The impairment arises due to the occurrence of rain induced attenuation. This results in a multimedia content viewing gap (MCVG). The proposed research addresses the challenge of the MCVG and proposes the...Show More
Remote networking is required for accessing data from modular data centres that are sited where there is no terrestrial network access. The use of satellite networks for modular data centres (MDC) is suitable in this regard. MDCs benefit from using mega–constellation satellite networks. This also increases the application and relevance of small satellite mega–constellation networks. The use in thi...Show More
Digital video processing and transmission can introduce numerous distortions while capturing signals from broadcasting stations. These distortions become a nightmare for multimedia companies, especially terrestrial broadcasting companies that have fully adopted the online video streaming service. While terrestrial broadcasting benefits from online streaming through over-the-top (OTT) channels, the...Show More
Communication protocols are a composite of supervisory control and data acquisition (SCADA) and they are used by the devices connected on the SCADA network. In this paper the distributed network protocol (DNP3) and International Electrotechnical Commission IEC 61850 communication protocols were modelled in OPNET. The simulation of DNP3 and IEC 61850 communication protocol is done in different scen...Show More
Crop production is an important task for ensuring food security. Hence, it is important to ensure a high global food production. However, flooding impairs crop production to achieve food security. The occurrence of large scale flooding causes the loss of a significant number of crops. This challenge arises due to the reliance of agriculture on terrestrial land resources. A solution that reduces th...Show More