DSpace 7
DSpace is the world leading open source repository platform that enables organisations to:
- easily ingest documents, audio, video, datasets and their corresponding Dublin Core metadata
- open up this content to local and global audiences, thanks to the OAI-PMH interface and Google Scholar optimizations
- issue permanent urls and trustworthy identifiers, including optional integrations with handle.net and DataCite DOI
Join an international community of leading institutions using DSpace.
The test user accounts below have their password set to the name of this software in lowercase.
- Demo Site Administrator = [email protected]
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Recent Submissions
A cloud-based Bi-directional LSTM approach to grid-connected solar PV energy forecasting for multi-energy systems
(Science Direct, 2023-12) Liu, Q., Darteh, O. F., Bilal, M., Huang, X., Attique, M., Liu, X., & Acakpovi, A.
The drive for smarter, greener, and more livable cities has led to research towards more effective solar energy forecasting techniques and their integration into traditional power systems. However, the availability of real-time data, data storage, and monitoring has become challenging. This research investigates a method based on Bi-directional LSTM (BDLSTM) neural network. BDLSTM takes into account the data’s past and future context. The future hidden layer takes input in ascending order while the past hidden layer evaluates the input in decreasing order, making BDLSTM relevant in analyzing the input data’s past context and evaluating future predictions. The eleven-year (2010–2020) weather dataset used for this paper was acquired from NASA. Two pre-processing approaches, Automatic Time Series Decomposition (ATSD) and Pearson correlation, were used to remove the noisy values from the residual components and for feature selection, respectively. To ensure storage and reuse of data, the architecture includes a cloud-based server for data management and reuse for future predictions. Popular in multi-energy systems, the cloud-based server also serves as a platform for monitoring predicted solar energy data. The metrics values and results obtained have demonstrated that the BDLSTM performs efficiently on the available data. Data from two separate climatic horizons proved the study’s quality and reliability.
Maximum power point tracking in power system control using reservoir computing
(Frontiers, 2022-02-24) Seddoh, M. A., Sackey, D. M., Acakpovi, A., Owusu-Manu, D. G., & Sowah, R. A.
Impact of energy efficiency and conservation programs on the national grid in some selected households in Ghana.
(Springer Nature Link, 2022-01-06) Acakpovi, A., Botwe-Ohenewaa, G., & Sackey, D. M.
This study evaluates the effect of energy efficiency and conservation on the Ghana National Grid. The motivation of this research study derives from the overwhelming lack of energy efficiency and conservation practices by consumers in Ghana while the existing generation continues to deplete with the increasing population and their growing energy needs. A survey was conducted on existing generation plants to assess their capacities and average power contributed to the national grid over a 6-month period. Energy efficiency and conservation awareness questionnaires was also administered to selected consumers to test their knowledge in energy efficiency and conservation. An energy audit and demand management program was established and implemented for a set of households, which were later audited, after a 3-month period to ascertain improvements in their energy consumption pattern. The study revealed that the implementation of energy efficiency and conservation measures led to a maximal reduction of energy consumed by 5.14% which is highly significant and subsequently led to positive economic and environmental implications. The study also found out that most of the respondents are unaware of energy efficiency and conservation measures; they make abusive use of non-efficient electrical appliances and do not implement any energy efficiency and conservation measures. The study recommended the development of policies and strategies to conduct mass education, to ensure the implementation of energy efficiency and conservation measures, and also to encourage the use of energy-efficient appliances. Successful implementation of the proposed recommendations contribute significantly to meeting the energy challenge in developing countries and subsequently sustain business while alleviating poverty.
Assessing the Performance of Liquid Waste Disposal Systems in West Africa: A Case Study in Ghana and Nigeria
(MDPI, 2022-09-28) Omani, J., & Acakpovi, A
This research is an assessment of existing liquid waste disposal systems in West Africa and their performances over the years, using systems in Ghana and Nigeria as a case study. The main purpose of the study was to improve upon the sustainability of the systems, which according to earlier research activities, have been failing and resulting in health hazards. Ghana and Nigeria were selected because, from occurrences, especially in the West African sub-region, the two countries dictate the pace in contributions to the body of knowledge. Many portable liquid waste disposal systems were identified as part of the research process, as earlier researchers called for a paradigm shift from the practice of Europeanized systems that had not been successful in the entire sub-region. Many reasons have been attributed to the failures, and more worryingly, the systems continue to be operational despite their states of malfunctioning. Frequent power cuts and ineffective revenue generation contribute to numerous problems. West Africans have been enduring these occurrences for a long time with no solution in place. In a few instances, raw sewage is piped into a central biogas system for the future generation of electrical power; this system was found to be right on point because it was determined from the initial stages of development that by-products could be used to mitigate the high costs of maintenance. Another system that combines a biofil digester with its treated wastewater being channeled into a saturation pond was found to be a success because the outflow from the biofil was not meant to be channeled into main drains, as it did not wholly meet EPA approvals. The centralized sewage treatment systems have been functioning well in advanced countries; however, they are found to be ineffective in developing countries. The reasons included lack of availability for spare parts and coagulants, etc., which were normally imported. Additionally, when a larger community is targeted, revenue generation becomes a problem, thereby affecting return on investments (ROI) and operating and maintenance (O&M). None of the available central sewerage systems harvest by-products, making revenue generation a difficult task. The portable systems have been discussed in this research study, with examples and a record of performance over the years that could contribute to the body of knowledge in the field of sustainability for sewage treatment processes suitable for West Africa and for the whole of sub-Saharan Africa.
ATU Library Chronicle, 2024
(2025-04-07) ATU LIBRARY