![]() ; ; et al in Entropy (2021), 23(8), 933 Achieving real-time inference is one of the major issues in contemporary neural network applications, as complex algorithms are frequently being deployed to mobile devices that have constrained storage ... [more ▼] Achieving real-time inference is one of the major issues in contemporary neural network applications, as complex algorithms are frequently being deployed to mobile devices that have constrained storage and computing power. Moving from a full-precision neural network model to a lower representation by applying quantization techniques is a popular approach to facilitate this issue. Here, we analyze in detail and design a 2-bit uniform quantization model for Laplacian source due to its significance in terms of implementation simplicity, which further leads to a shorter processing time and faster inference. The results show that it is possible to achieve high classification accuracy (more than 96% in the case of MLP and more than 98% in the case of CNN) by implementing the proposed model, which is competitive to the performance of the other quantization solutions with almost optimal precision. [less ▲] Detailed reference viewed: 57 (1 UL)![]() Thoemel, Jan ![]() in Proceedings of the 46 th AIAA Aerospace Sciences Meeting and Exhibit (2008) Detailed reference viewed: 7 (0 UL)![]() Gu, Wei ![]() in Angewandte Chemie International Edition (2011), 50(3), 768-771 Detailed reference viewed: 120 (2 UL)![]() ![]() Rappel, Hussein ![]() Poster (2012, February 23) Detailed reference viewed: 84 (2 UL)![]() Biryukov, Alex ![]() Part of book (2008) Detailed reference viewed: 155 (3 UL)![]() Adeleye, Damilola ![]() Doctoral thesis (2022) Cu(In,Ga)S2 is a chalcopyrite material suitable as the higher bandgap top cell in tandem applications in next generation multijunction solar cells. This owes primarily to the tunability of its bandgap ... [more ▼] Cu(In,Ga)S2 is a chalcopyrite material suitable as the higher bandgap top cell in tandem applications in next generation multijunction solar cells. This owes primarily to the tunability of its bandgap from 1.5 eV in CuInS2 to 2.45 eV in CuGaS2, and its relative stability over time. Currently, a major hinderance to the potential use of Cu(In,Ga)S2 in tandem capacity remains a deficient single-junction device performance in the form of low open-circuit voltage (VOC) and low efficiency. Aside interfacial recombination which leads to losses in the completed Cu(In,Ga)S2 solar cell, deficiencies stems from a low optoelectronic quality of the Cu(In,Ga)S2 absorber quantified by the quasi-Fermi level splitting (QFLS) and which serves as the upper limit of VOC achievable by a solar cell device. In this thesis, the QFLS is compared with the theoretical VOC (SQ-VOC) in the radiative limit, and “SQ-VOC deficit” is defined to compare the difference between SQ-VOC and QFLS as a comparable measure of the optoelectronic deficiency in the absorber material. In contrast to the counterpart Cu(In,Ga)Se2 absorber which has produced highly efficient solar cell devices, the Cu(In,Ga)S2 absorber still suffers from a high SQ-VOC deficit. However, SQ-VOC deficit in Cu(In,Ga)S2 can be reduced by growing the absorbers under Cu-deficient conditions. For the effective use of Cu(In,Ga)S2 as the top cell in tandem with Si or Cu(In,Ga)Se2 as the bottom cell, an optimum bandgap of 1.6-1.7 eV is required, and this is realized in absorbers with Ga content up to [Ga]/([Ga]+[In]) ratio of 0.30-0.35. However, the increase of Ga in Cu-poor Cu(In,Ga)S2 poses a challenge to the structural and optoelectronic quality of the absorber, resulting from the formation of segregated Ga phases with steep Ga/bandgap gradient which constitutes a limitation to the quality of the Cu(In,Ga)S2 absorber layer with a highSQ-VOC deficit and low open circuit voltage and overall poor performance of the finalized solar cell. In this work, the phase segregation in Cu(In,Ga)S2 has been circumvented by employing higher substrate temperatures and adapting the Ga flux during the first-stage of deposition when growing the Cu(In,Ga)S2 absorbers. A more homogenous Cu(In,Ga)S2 phase and improved Ga/bandgap gradient is achieved by optimizing the Ga flux at higher substrate temperature to obtain a Cu(In,Ga)S2 absorber with high optoelectronic quality and low SQ-VOC deficit. Additionally, the variation of the Cu-rich phase when growing the Cu(In,Ga)S2 absorber layers was found to not only alter the notch profile and bandgap minimum of the absorbers, but also influence the optoelectronic quality of the absorber. Shorter Cu-rich phase in the absorbers led to narrower notch profile and higher bandgap. Ultimately, several steps in the three-stage deposition method used for processing the Cu(In,Ga)S2 absorbers were revised to enhanced the overall quality of the absorbers. Consequently, the SQ-VOC deficit in high bandgap Cu(In,Ga)S2 absorbers is significantly reduced, leading to excellent device performance. This thesis also examines the temperature- and compositional-related optoelectronic improvement in pure Cu-rich CuInS2 absorbers without Ga, where improvement in QFLS was initially linked to a reduction of nonradiative recombination channels with higher deposition temperatures and increase in Cu content. Findings through photoluminescence decay measurements show that the origin of the improved QFLS in CuInS2 is rather linked to changes in doping levels with variations of deposition temperature and Cu content. Finally, in order to understand and gain insight into the influence of Ga in Cu(In,Ga)S2, the electronic structure of CuGaS2 absorbers was investigated in dependence of excitation intensity and temperature by low temperature photoluminescence measurements. A shallow donor level and three acceptor levels were detected. It was found that similar acceptor levels in CuInSe2 and CuGaSe2 which are otherwise shallow become deeper in CuGaS2. These deep defects serve as nonradiative recombination channels and their appearance in the Ga-containing compound is be detrimental to the optoelectronic quality of Cu(In,Ga)S2 absorbers as Ga content is increased therefore limiting the optimum performance of Cu(In,Ga)S2 devices. [less ▲] Detailed reference viewed: 82 (16 UL)![]() van der Elst, Louis ![]() ![]() ![]() in IEEE 5th International Symposium on Robotics and Intelligent Sensors, Ottawa, Canada, 5-7 October 2017 (2017, October) This research concerns the design and prototyping of an artificial middle finger, using Shape Memory Alloys (SMAs), PolyLactic Acid (PLA), and other technologies. The design is a biomimicry of the human ... [more ▼] This research concerns the design and prototyping of an artificial middle finger, using Shape Memory Alloys (SMAs), PolyLactic Acid (PLA), and other technologies. The design is a biomimicry of the human biological anatomical and muscular systems. After briefly describing the operational features and functioning of natural striated muscles, the document reviews the features, advantages and disadvantages of SMAs in the perspective of their use as an actuator of a prosthetic finger.Using different design parameters, such as the lightness of the device, actuation complexity, and resilience, a working prototype is proposed meeting the established criteria. [less ▲] Detailed reference viewed: 207 (4 UL)![]() Nguyen, Anh Quan ![]() ![]() ![]() Scientific Conference (2013, December 18) In this paper, we present a new energy efficiency model and architecture for cloud management based on a prediction model with Gaussian Mixture Models. The methodology relies on a distributed agent model ... [more ▼] In this paper, we present a new energy efficiency model and architecture for cloud management based on a prediction model with Gaussian Mixture Models. The methodology relies on a distributed agent model and the validation will be performed on OpenStack. This paper intends to be a position paper, the implementation and experimental run will be conducted in future work. The design concept leverages the prediction model by providing a full architecture binding the resource demands, the predictions and the actual cloud environment (Openstack). The prediction analysis feeds the power-aware agents that run on the compute nodes in order to turn the nodes into sleep mode when the load state is low to reduce the energy consumption of the data center. [less ▲] Detailed reference viewed: 233 (15 UL)![]() ; ; et al in Current Directions in Biomedical Engineering (2022, September), 8(2), 572-575 Detailed reference viewed: 39 (6 UL)![]() Duong, Pham ![]() in Energies (2015), 8(9), Nuclear power with strengthened safety regulations continues to be used as an important resource in the world for managing atmospheric greenhouse gases and associated climate change. This study examined ... [more ▼] Nuclear power with strengthened safety regulations continues to be used as an important resource in the world for managing atmospheric greenhouse gases and associated climate change. This study examined the environmentally benign separation of zirconium tetrachloride (ZrCl4) and hafnium tetrachloride (HfCl4) for nuclear power reactor applications through extractive distillation using a NaCl-KCl molten salt mixture. The vapor–liquid equilibrium behavior of ZrCl4 and HfCl4 over the molten salt system was correlated with Raoult’s law. The molten salt-based extractive distillation column was designed optimally using a rigorous commercial simulator for the feasible separation of ZrCl4 and HfCl4. The molten salt-based extractive distillation approach has many potential advantages for the commercial separation of ZrCl4 and HfCl4 compared to the conventional distillation because of its milder temperatures and pressure conditions, smaller number of required separation trays in the column, and lower energy requirement for separation, while still taking the advantage of environmentally benign feature by distillation. A heat-pump-assisted configuration was also explored to improve the energy efficiency of the extractive distillation process. The proposed enhanced configuration reduced the energy requirement drastically. Extractive distillation can be a promising option competing with the existing extraction-based separation process for zirconium purification for nuclear power reactor applications [less ▲] Detailed reference viewed: 134 (5 UL)![]() ; Kedziora, Slawomir ![]() Report (2016) A goal of the project was done to develop a new good-looking racing rim of a sports car which would be lighter than existing ones. To achieve the goal, lightweight magnesium alloy Mg ZK60-T5 was applied ... [more ▼] A goal of the project was done to develop a new good-looking racing rim of a sports car which would be lighter than existing ones. To achieve the goal, lightweight magnesium alloy Mg ZK60-T5 was applied for the rim, and its preliminary shape was developed employing topology op-timisation. The rim was designed for forging technology; this means that it had to have all manu-facturing features required by that production process. Based on a literature review, loads, boundary conditions and structural requirements were established, which are crucial for a further development process. The initial design was created using the topology optimisation, and then a parametric model was developed using a CAD system. As a next step, the first part of validation was done employing FEA in order to meet strength and stiffness targets; some modifications of the CAD model were imposed. As the last step, the final validation was done employing simply fatigue assessment. The optimisation and FEA were completed using Hyperworks 14/ Inspire 2015 software and the CAD model employing Autodesk Inventor 2015. The results show that the rim design meets theoretically all structural requirements and a good-looking shape was reached. The total mass of 7.9 kg of the designed rim is obtained, which means a reduction about 1.8 kg with the comparison with a reference rim. The 3D model and a technical drawing are completed; this means that the rim can be sent to a production phase. The results of the project also show that the topology optimisation technology provided by Hyperworks and the advanced CAD system can be used to generate competitive designs with any design offices without difficulties. [less ▲] Detailed reference viewed: 320 (17 UL)![]() Soliman, Ahmed Abdelsalam Mohamed ![]() ![]() Scientific Conference (2022, June 27) Detailed reference viewed: 31 (12 UL)![]() ![]() ; ; Ottersten, Björn ![]() in IEEE Transactions on Communications (2004), 52(7), 11911203 Detailed reference viewed: 59 (0 UL)![]() ; Kedziora, Slawomir ![]() Report (2019) As the people’s needs develop, so does the technology. Bicycles exist already for a long time, and ever since the appearance of electrically driven ones, the necessity to change their drivetrain and ... [more ▼] As the people’s needs develop, so does the technology. Bicycles exist already for a long time, and ever since the appearance of electrically driven ones, the necessity to change their drivetrain and transmission started getting more important. What makes the development of bicycles even more impressive is the fact that their efficiency ranks first among travelling animals and machines, if we consider the energy consumed by moving a certain distance as a function of body weight. Different bicycle drivetrains are researched and explained in this report, especially CVT hubs. A continuously variable transmission based on a patent of Hiroyuki Urabe has been designed with the CAD method, and their main parts were analysed using the FEA method. The final construction has a theoretical total ratio of 400% and a mass of about 2.7kg (without lubricant). This transmission is using the principles of frictional traction to transfer torque. In general, this work shows how the designing process proceeded and gives an idea, how this type of gearbox could be constructed. [less ▲] Detailed reference viewed: 169 (10 UL)![]() Caire, Patrice ![]() ![]() in Social Networks and Multiagent Systems symposium; Artificial Intelligence and Simulation of Behaviour, AISB, April 6-9, 2009 at the Heriot-Watt University, Edinburgh (Scotland). (2009) Detailed reference viewed: 70 (0 UL)![]() Muralidharan, Vivek ![]() in Journal of the Institution of Engineers (India): Mechanical Engineering Division (2017), 99 Every second in a racing competition counts the performance of a team against the other. Many innovative and sophisticated techniques are being employed to overcome loses in time and add to the ... [more ▼] Every second in a racing competition counts the performance of a team against the other. Many innovative and sophisticated techniques are being employed to overcome loses in time and add to the performance of the vehicle. Especially in a car racing challenge there is more freedom to install these innovative systems to empower the car to maximum efficiency due to availability of more space. At the global spectrum there are few events which encourage such innovations. Formula Student Racing competitions are one of the global events organized by the Society of Automotive Engineers of different countries which gives opportunity to university students to build and race formula style cars. Like any other racing competitions in this high octane event having an inch over their opponents is always an advantage. Not just better acceleration and high velocities but also good deceleration is required to excel in the competition. Aerodynamic braking system is utilizing the aerodynamic drag force to create high deceleration. This mechanism can be installed on any car with spoilers with minimum modification. Being a student event great amount of care needs to be given to the safety concerns of the driver [less ▲] Detailed reference viewed: 112 (1 UL)![]() ; Arts, Joachim ![]() in IISE Transactions (2018) Detailed reference viewed: 219 (8 UL)![]() Despotovic, Vladimir ![]() in Proceedings of the 21st Telecommunications Forum Telfor (TELFOR) (2013, November) Linear predictive coding is probably the most frequently used technique in speech signal processing. Its main advantage comes from the analogy of the simplified vocal tract model with speech production ... [more ▼] Linear predictive coding is probably the most frequently used technique in speech signal processing. Its main advantage comes from the analogy of the simplified vocal tract model with speech production system. However, this neglects nonlinearities in the speech production process. The paper deals with nonlinear prediction of speech based on truncated Volterra series. Long-term one-tap Volterra predictor is designed in order to decrease computational complexity. Further improvements are obtained using frame/subframe structure and fractional delay. [less ▲] Detailed reference viewed: 112 (0 UL)![]() Tibolt, Mike ![]() Doctoral thesis (2015) Today’s building façades are not imaginable without the building material glass. Modern architects capitalise the transparency and the load carrying capacity of glass elements in the design of filigree ... [more ▼] Today’s building façades are not imaginable without the building material glass. Modern architects capitalise the transparency and the load carrying capacity of glass elements in the design of filigree and light-flooded structures. Priority is thereby given to the maximal transparency and the energy efficiency of the glass façade. In fact, the strategy paper “EU 2020” formulated by the European Union has an important impact on the design of glass façade and the energy efficiency will be a focal point in the design of glass façades in future. The optimal combination of transparency and energy efficiency is achieved by using point fitted insulation glass units. Their application in glass façades becomes therefore indispensable in the future. <br />Currently, three different point fitting systems for point fitted insulation glass units exist. They however present several disadvantages concerning their installation procedure and the tightness of the glazing cavity. Additionally, a general design concept for point fitted insulation glass does currently not exist. In consequence, point fitted insulation glass is a non-regulated construction product and requires an approval in individual cases from the national building authorities. <br />A model to proof the structural integrity of a developed point fitted insulation glass unit with a suitable point fitting system and edge seal system is proposed. A state of the art investigation reveals the Fischer undercut anchor to be the most suitable type for the application in insulation glass. A novel design concept for point fitted insulation glass with undercut anchors is developed. The concept considers the determination of the climate loads and proposes a verification procedure for each structural element of the insulation glass unit. For this purpose, an existing climate load model for linearly supported insulation glass is analytically extended to the static system of point fitted insulation glass units with undercut anchors. For the verification of the connection undercut anchor in glass, an existing design method for point fitted single and laminated glazing is extended to point fitted insulation glass. Component tests are conducted on the Fischer anchor and its ultimate load bearing capacity in glass is determined. A calibrated numerical model of the proposed point fitted insulation glass unit with the Fischer anchor is developed for parametric studies. Large scale tests on the proposed new point fitted insulation glass unit are run with the aim to verify the numerical model, the climate load model and the extended design method and to proof the structural integrity of the entire unit. Finally a new point fitted insulation glass unit with a suitable point fitting type and a corresponding novel design concept is developed. [less ▲] Detailed reference viewed: 278 (35 UL)![]() Shirnin, Denis ![]() ![]() ![]() in Proceedings of the 4th International Conference on Computer Supported Education, Porto, Portugal 16-18 April, 2012 (2012) We show in this position paper how we designed Proactive Scenarios for an automatic and enhanced management of the online assignments on MoodleTM for both student and teacher users, through their ... [more ▼] We show in this position paper how we designed Proactive Scenarios for an automatic and enhanced management of the online assignments on MoodleTM for both student and teacher users, through their implementation with Proactive Rules to be run on top of our prototype Proactive Engine developed for this LMS. According to the diversity of issues that arise from the users activity on LMS, Proactive Scenarios are of two main types, which differ in their main goals, features and complexity. Meta Scenarios are devoted to capture major events of interest and to trigger off the dedicated Target Scenarios, which will undertake the appropriate actions. These Proactive Scenarios will thus take care of specifically predefined situations such as notifications, reminders, problem prevention, user guiding etc. In our opinion, LMS supplemented by such capabilities could provide a boosted effect on the students’ learning process as it takes an individual approach for each user and therefore could be characterized as a type of intelligent tutoring system. However, in order to sustain or modify the direction of our research activity, we now consider to undertake empirical studies on real-life online courses using the Enhanced E-learning Platform, which runs our Proactive Scenarios. [less ▲] Detailed reference viewed: 266 (51 UL) |
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