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Global scale solar energy harnessing: An advanced intra-hourly diffuse solar irradiance predicting framework for solar energy projects

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Neural Computing and Applications 2024年第18期36卷 10585-10598页

作者： El-kenawy, El-Sayed M. Bailek, Nadjem Bouchouicha, Kada Zerouali, Bilel Hassan, Muhammed A. Kuriqi, Alban Jamil, Basharat Colak, Ilhami Khalil, Adel Ibrahim, Abdelhameed Department of Communications and Electronics Delta Higher Institute of Engineering and Technology Mansoura35111 Egypt Laboratory of Mathematics Modeling and Applications Department of Mathematics and Computer Science Faculty of Sciences and Technology Ahmed Draia University of Adrar Adrar01000 Algeria Energies and Materials Research Laboratory Faculty of Sciences and Technology University of Tamanghasset Tamanrasset10034 Algeria MEU Research Unit Middle East University Amman Jordan Adrar01000 Algeria Vegetal Chemistry-Water-Energy Laboratory Faculty of Civil Engineering and Architecture Department of Hydraulic Hassiba Benbouali University of Chlef Ouled Fares Chlef02180 Algeria Mechanical Power Engineering Department Faculty of Engineering Cairo University Giza12613 Egypt School of Architecture University of Waterloo 7 Melville St S CambridgeONN1S 2H4 Canada CERIS Instituto Superior Tecnico Universidade de Lisboa Lisbon Portugal Civil Engineering Department University for Business and Technology PristinaKosovo10000 High Temperature Processes Unit IMDEA Energy Institute Av. Ramón de La Sagra 3 Móstoles Madrid28935 Spain Faculty of Engineering and Architectures Nisantasi University Istanbul Turkey Computer Engineering and Control Systems Department Faculty of Engineering Mansoura University Mansoura35516 Egypt

Diffuse horizontal irradiance (DHI) forecasts are critical for adopting solar photovoltaic technology. Yet, they can lack reliability given the limited and uncertain meteorological data available for desert areas. This research develops a new sine cosine dipper throated optimization (SCDTO) technique, targeting DHI prediction even given such data constraints. SCDTO uniquely hybridizes sine cosine metaheuristics, adept at exploration, with dipper throat optimization, providing focused exploitation. This hybridization aims to create a robust ensemble model capable of delivering reliable DHI predictions despite climatic uncertainty. The ensemble model, employing various input combinations, was rigorously evaluated across multiple meteorological stations. The SCDTO algorithm exhibited remarkable performance improvements, yielding substantial reductions exceeding 93% in root mean squared error and 98% in mean absolute error at key stations in Morocco, including Tan-Tan, Zagora, Erfoud, and Oujda. Comparative analyses against established optimization algorithms consistently underscored the superior predictive capabilities of SCDTO. Visualizations, including box plots and histograms, demonstrated SCDTO’s efficacy in minimizing prediction errors, particularly for Tan-Tan, Zagora, and Erfoud stations. Also, statistical validation through one-way analysis of variance (ANOVA) further affirmed the significance of the proposed SCDTO method. Therefore, this hybrid metaheuristic optimization enables more accurate DHI predictions from limited meteorological data. © The Author(s), under exclusive licence to Springer-Verlag London Ltd., part of Springer Nature 2024.

关键词： Solar energy

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Retrofitting coal-fired power plants with biomass co-firing and CCS for net zero carbon emission:A plant-by-plant assessment based on GIS-LCA framework

Retrofitting coal-fired power plants with biomass co-firing ...

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第一届全国碳中和与绿色发展大会

作者： Rui Wang Shiyan Chang Xueqin Cui Jin Li Linwei Ma Amit Kumar Yaoyu Nie Wenjia Cai Ministry of Education Key Laboratory for Earth System Modeling Department of Earth System ScienceTs International Joint Laboratory on Low Carbon Clean Energy Innovation Tsinghua UniversityBeijingChi State Key Joint Laboratory of Environment Simulation and Pollution Control(SKLESPC) School of Enviro State Key Laboratory of Power Systems Department of Thermal EngineeringTsinghua-BP Clean Energy Cen Department of Mechanical Engineering 10-263 Donadeo Innovation Centre for EngineeringUniversity of Ministry of Education Key Laboratory for Earth System Modeling Department of Earth System ScienceTs

The targets of limiting global warming levels below 2℃ or even 1.5℃ set by Paris Agreement heavily rely on bioenergy with carbon capture and storage(BECCS),which can remove carbon dioxide in the atmosphere and achieve net zero greenhouse gas(GHG)*** and coal co-firing with CCS is one of BECCS technologies,as well as a pathway to achieve low carbon transformation and upgrading through retrofitting coal power ***,few studies have considered co-firing ratio of biomass to coal based on each specific coal power plant's characteristic information such as location,installed capacity,resources allocation and logistic ***,there is a need to understand whether it is worth retrofitting any individual coal power plant for the benefit of GHG emissions *** is also important to understand which power plant is suitable for retrofit and the associated co-firing *** order to fulfill this gap,this paper develops a framework to solve these questions,which mainly include three ***,biomass resources are assessed at 1-km spatial resolution with the help of RS-GIS ***,by setting biomass collection points and linear program model,resource allocation and supply chain for each power plants are ***,assessing the life-cycle emission for each power *** this study,Hubei Province in China is taken as the research area and study *** main conclusions are as follows:(1)biomass co-firing ratio for each CCS coal power plant to achieve carbon neutral is between 40%~50%;(2)lower co-firing ratio sometimes may obtain better carbon emission reduction benefits;(3)even the same installed capacity power plants should consider differentiated retrofit strategy according to their own *** on the results and analysis above,retrofit suggestions for each power plant are made in the discussion.

关键词： Net zero carbon emission,coal-fired power plant,biomass co-firing GIS-LCA,supply chain,CCS

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Formalization of Representation of Sequence of Test Hypotheses in Diagnosing Electronic Schemes

Formalization of Representation of Sequence of Test Hypothes...

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IEEE International Conference on Electronics and Nanotechnology (ELNANO)

作者： A. Verlan S. Polozhaenko Department of Modeling Dynamic systems Institute of Modeling Problems in Power Engineering Kiev Ukraine Department of Computerized Control Systems Odessa National Polytechnic University Odessa Ukraine

ISBN: (纸本)9781538663844

A procedure for formalized presentation of a sequence of test (verify) hypotheses in the course of checking the health of electronic devices when they are decomposed into subschema is developed. The procedure is brought to a practical algorithm that provides an effective (from the point of view of minimizing labor input) search for faulty subschemas of the electronic device.

关键词： Testing Sparse matrices Conferences Nanotechnology Heuristic algorithms Training Topology

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A design approach to building a pseudo-coherent high duty-cycle X- and Ka-band radar

A design approach to building a pseudo-coherent high duty-cy...

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2013 23rd International Crimean Conference Microwave and Telecommunication Technology, CriMiCo 2013

作者： Dzyuba, V.P. Dorichenko, A.D. Yeryomka, V.D. Zykov, A.F. Malyovanyi, O.Ye. Milinevskiy, L.P. Mytsenko, I.M. Piven', A.N. Prokopenko, O.I. Roenko, A.N. Roskoshnyi, D.V. SE Plant generator 18 Novokonstantinovskaya Str.. Kyiv 04080 Ukraine SE kyiv State Plant burevestnik 2 Zdolbunivska Str. Kyiv 02081 Ukraine O.Ya. Usykov Institute for Radiophysics and Electronics of NAS of Ukraine 12 Ac. Proskury Str. Kharkiv 61085 Ukraine Department of Hybrid Modeling and Control Systems in Power Engineering Pukhov Institute for Modeling in Energy Engineering NAS of Ukraine 15 Generala Naumova Str. Kyiv 03164 Ukraine Co Ltd. electrotekhnik- New Technology 26/2 Melnitskaya Str. Odessa 65005 Ukraine Administration State Border Service of Ukraine 26 Volodymyrivska Str. Kyiv 01601 Ukraine Institute Telecommunication System NTUU kPI 2 Industrial Lane Kyiv-56 03056 Ukraine

ISBN: (纸本)9789663354019

A nonconventional way of construction of two-frequency (X-and Ka-ranges) pseudo-coherent pulsed radar of high porosity is described. It is shown that the offered way can be applied both for creation of radar guidance systems of new generation in the millimeter range of wavelengths, and for modernization of operating pulsed radars of the centimeter range. © 2013 CriMiCo'2013 Organising Committee, CrSTC.

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Beyond-the-horizon detection of the surface objects using the 'Burevestnik ZG' radar

Beyond-the-horizon detection of the surface objects using th...

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2013 23rd International Crimean Conference Microwave and Telecommunication Technology, CriMiCo 2013

作者： Dzyuba, V.P. Dorichenko, A.D. Yeryomka, V.D. Zykov, A.F. Malyovanyi, O.Ye. Milinevskiy, L.P. Mytsenko, I.M. Piven', A.N. Prokopenko, O.I. Roenko, A.N. Roskoshnyi, D.V. SE Plant generator 18 Novokonstantinovskaya Str.. Kyiv 04080 Ukraine SE kyiv State Plant burevestnik 2 Zdolbunivska Str. 02081 Kyiv Ukraine O.Ya. Usykov Institute for Radiophysics and Electronics of NAS of Ukraine 12 Ac. Proskury Str. Kharkiv 61085 Ukraine Department of Hybrid Modeling and Control Systems in Power Engineering Pukhov Institute for Modeling in Energy Engineering NAS of Ukraine 15 Generala Naumova Str. Kyiv 03164 Ukraine Co Ltd. electrotekhnik- New Technology 26/2 Melnitskaya Str. Odessa 65005 Ukraine Administration State Border Service of Ukraine 26 Volodymyrivska Str. Kyiv 01601 Ukraine Institute Telecommunication System NTUU kPI 2 Industrial Lane Kyiv-56 03056 Ukraine

ISBN: (纸本)9789663354019

One of the problems in the area of radio wave propagation and radar design is creation of radar facilities for navigation in the regions of the World Ocean with intensive shipping. Ukrainian radio-electronic industry has a large experience in development of different purpose radar systems, one of that is the radar Burevestnik. This radar is used to control and observe marine surface situation on the naval border check-points of Ukraine. In the paper it is suggested to modernize radar Burevestnik-1 for navigation and beyond-the-horizon detection of the surface objects. The possibilities of Burevestnik ZG effective application for beyond-the-horizon detection of the surface objects in the districts of the World Ocean are estimated. To illustrate the latter the centimeter radio waves attenuation factor database, created in IRE NASU on the base of experimental results, is used. Statistical distribution functions of the Burevestnik ZG radar coverage range in the districts of the World Ocean are determined. Comparison with experimental data for stationary navigation radars Don, Nayada and MRL-5 is conducted. Finally a conclusion, that radar Burevestnik ZG can be used in the regions of the World Ocean for navigation and beyond-the-horizon detection of the surface objects, is made. © 2013 CriMiCo'2013 Organising Committee, CrSTC.

关键词： Radio waves

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A design approach to building a pseudo-coherent high duty-cycle X- and Ka-band radar

A design approach to building a pseudo-coherent high duty-cy...

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International Crimean Conference on Microwave & Telecommunication Technology

作者： V.P. Dzyuba A.D. Dorichenko V.D. Yeryomka A.F. Zykov O.Ye. Malyovanyi L.P. Milinevskiy I.M. Mytsenko A.N. Piven' O.I. Prokopenko A.N. Roenko D.V. Roskoshnyi SE plant «Generator» 18 Novokonstantinovskaya Str.. Кyiv 04080 Ukraine SE «Kyiv state plant «Burevestnik» 2 Zdolbunivska Str. 02081 Ukraine O.Ya. Usykov Institute for Radiophysics and Electronics of NAS of Ukraine 12 Ac. Proskury Str. Kharkiv 61085 Ukraine The Department of Hybrid Modeling and Control Systems in Power Engineering of Pukhov Institute for Modeling in Energy Engineering NAS of Ukraine 15 Generala Naumova Str. Kyiv 03164 Ukraine Co Ltd. «Electrotekhnik- New Technology» 26/2 Melnitskaya Str. Odessa 65005 Ukraine Administration State Border Service of Ukraine 26 Volodymyrivska Str. Kyiv 01601 Ukraine Institute telecommunication system NTUU «KPI» 2 Industrial Lane Kyiv-56 03056 Ukraine

A nonconventional way of construction of two-frequency (X - and Ka-ranges) pseudo-coherent pulsed radar of high porosity is described. It is shown that the offered way can be applied both for creation of radar guidance systems of new generation in the millimeter range of wavelengths, and for modernization of operating pulsed radars of the centimeter range.

关键词： Radar Microwave oscillators Microwave technology Publishing Cathodes Communications technology Conference proceedings

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Beyond-the-horizon detection of the surface objects using the “Burevestnik ZG” radar

Beyond-the-horizon detection of the surface objects using th...

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International Crimean Conference on Microwave & Telecommunication Technology

One of the problems in the area of radio wave propagation and radar design is creation of radar facilities for navigation in the regions of the World Ocean with intensive shipping. Ukrainian radio-electronic industry has a large experience in development of different purpose radar systems, one of that is the radar . This radar is used to control and observe marine surface situation on the naval border check-points of Ukraine. In the paper it is suggested to modernize radar for navigation and beyond-the-horizon detection of the surface objects. The possibilities of effective application for beyond-the-horizon detection of the surface objects in the districts of the World Ocean are estimated. To illustrate the latter the centimeter radio waves attenuation factor database, created in IRE NASU on the base of experimental results, is used. Statistical distribution functions of the radar coverage range in the districts of the World Ocean are determined. Comparison with experimental data for stationary navigation radars , and is conducted. Finally a conclusion, that radar can be used in the regions of the World Ocean for navigation and beyond-the-horizon detection of the surface objects, is made.

关键词： Radar Sea surface Radio navigation Surface waves Terrestrial atmosphere Generators

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On the potentilities of detecting small-size sea surface objects using a marine radar «Burevisnyk-3»

On the potentilities of detecting small-size sea surface obj...

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International Crimean Conference on Microwave & Telecommunication Technology

作者： V. P. Dzyuba A. D. Dorichenko V. D. Yeryomka A. F. Zykov L. P. Milinyevskiy I. M. Mytsenko O. I. Prokopenko A. N. Roenko D. V. Roskoshnyi SE plant Generator Kyiv Ukraine SE plant Burevestnik Kyiv Ukraine Usikov Institute for Radiphysics and Electronics National Academy of Sciences of Ukraine Kharkiv Ukraine Department of Hybrid Modeling and Control Systems in Power Engineering Pukhov Institute for Modeling in Energy Engineering National Academy of Sciences of Ukraine Kyiv Ukraine Institute of Telecommunication Systems National Technical University Kharkov Polytechnic Institute Kyiv Ukraine

The function circuit and performance characteristics of dual band radioelectronic facilities (DBRF) “Burevisnyk-3”, which is a new-generation complex integrated radio electronics system operating in the X-band and Ka-band wavelength with a unitary control system, are described. The above radar system is intended for technical surveillance and monitoring of open water area situation. It is located at coastal observation points in an effort to tackle the navigation issues, to control the equipment operations aboard river and sea-going ships, including high-speed “screenplanes”, hydrofoil vessels and air-cushion vessels.

关键词： Monitoring Radar antennas Sea surface Radar tracking Cathodes Receivers

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On the potentilities of detecting small-size sea surface objects using a marine radar «burevisnyk-3»

On the potentilities of detecting small-size sea surface obj...

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2012 22nd International Crimean Conference Microwave and Telecommunication Technology, CriMiCo 2012

作者： Dzyuba, V.P. Dorichenko, A.D. Yeryomka, V.D. Zykov, A.F. Milinyevskiy, L.P. Mytsenko, I.M. Prokopenko, O.I. Roenko, A.N. Roskoshnyi, D.V. SE Plant Generator 18 Novokonstantinovskaya str. Kyiv 04080 Ukraine SE Plant Burevestnik 2 Zdolbunovskaya str. Kyiv 02081 Ukraine Usikov Institute for Radiphysics and Electronics National Academy of Sciences of Ukraine 12 Academician Proskura str. Kharkiv 61085 Ukraine Department of Hybrid Modeling and Control Systems in Power Engineering Pukhov Institute for Modeling in Energy Engineering NAS of Ukraine 15 Generala Naumova str. Kyiv-164 03164 Ukraine Institute of Telecommunication Systems National Technical University of Ukraine KPI 2 Industrial prov. Kyiv-56 03056 Ukraine

ISBN: (纸本)9789663353760

The function circuit and performance characteristics of dual band radioelectronic facilities (DBRF) Burevisnyk-3, which is a new-generation complex integrated radio electronics system operating in the X-band and Ka-band wavelength with a unitary control system, are described. The above radar system is intended for technical surveillance and monitoring of open water area situation. It is located at coastal observation points in an effort to tackle the navigation issues, to control the equipment operations aboard river and sea-going ships, including high-speed screenplanes, hydrofoil vessels and air-cushion vessels. © 2012 CriMiCo.

关键词： Surface waters

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Human systems integration and advanced technology in engineering department workload and manpower reduction

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NAVAL ENGINEERS JOURNAL 2003年第1期115卷 57-65页

作者： Lively, KA Seman, AJ Kirkpatrick, M KENNETH A. LIVELY graduated from the University of Colorado with a BS in applied mathematics and an MS in mathematics in 1976 and from the Massachusetts Institute of Technology with an MS in electrical engineering and the degree ocean engineer in naval architecture and marine engineering in 1984. He retired from the U.S. Navy in 1989 after 23 years of service. Assignments included electrical officer on the USS Constellation (CV 64) project engineer for the DDG 51 machinery control system (NAVSEA) and DDG 51 Technical Director (NAVSEA). He was vice president of the PDI Division of Bird-Johnson Company from July 1989 to November 1998 where he managed various gas turbine and machinery controls related development projects. He joined Anteon Corporation's Systems Engineering Group as senior controls engineer in December 1998 where he provided technical support to the integrated power systems program (NAVSEA PMS 510) and managed the Office of Naval Research Afloat Laboratory. DR. MARK KIRKPATRICK is currently an independent consultant in human factors and work-load/manning analysis and modeling. He holds a Ph.D. degree in experimental psychology from The Ohio State University and has 34 years of experience in applied human factors. From 1982 through 2000 Dr. Kirkpatrick served as the senior vice president of Carlow International. Prior to joining Carlow in 1982 Dr. Kirkpatrick served as a member of the technical staff at North American Rockwell's Missiles Division and as a project director and vice president for Essex Corporation. His areas of expertise include workload simulation task analysis operator-in-the-loop simulation human performance experimentation statistical analysis and human factors T&E. He has directed and/or participated in human factors projects for the U.S. Navy U.S. Army NASA Department of Transportation the U.S. Nuclear Regulatory Commission and private industry. ANTHONY J. SEMAN III is the technical manager for the reduced ship's crew by virtual presence (RSVP) advanced technology d

Aboard current ships, such as the DDG 51, engineering control and damage control activities are manpower intensive. It is anticipated that, for future combatants, the workload demand arising from operation of systems under conditions of normal steaming and during casualty response will need to be markedly reduced via automated monitoring, autonomous control, and other technology initiatives. Current DDG 51 class ships can be considered as a manpower baseline and under Condition III typical engineering control involves seven to eight watchstanders at manned stations in the Central control Station, the engine rooms and other machinery spaces. In contrast to this manning level, initiatives such as DD 21 and the integrated engineering plant (IEP) envision a partnership between the operator and the automation system, with more and more of the operator's functions being shifted to the automation system as manning levels decrease. This paper describes some human systems integration studies of workload demand reduction and, consequently, manning reduction that can be achieved due to application of several advanced technology concepts. Advanced system concept studies in relation to workload demand are described and reviewed including. Piecemeal applications of diverse automation and remote control technology concepts to selected high driver tasks in current DDG 51 activities. Development of the reduced ship's crew by virtual presence system that will provide automated monitoring and display to operators of machinery health, compartment conditions, and personnel health. The IEP envisions the machinery control system as a provider of resources that are used by various consumers around the ship. Resource needs and consumer priorities are at all times dependent upon the ship's current mission and the availability of equipment pawnbrokers.

关键词： Naval warfare

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