1,869 research outputs found
Recent Achievements in Numerical Simulation in Sheet Metal Forming Processes
Purpose of this paper: During the recent 10-15 years, Computer Aided Process Planning and Die Design evolved as one of the most
important engineering tools in sheet metal forming, particularly in the automotive industry. This emerging role is strongly emphasized by
the rapid development of Finite Element Modelling, as well. The purpose of this paper is to give a general overview about the recent
achievements in this very important field of sheet metal forming and to introduce some special results in this development activity.
Design/methodology/approach: Concerning the CAE activities in sheet metal forming, there are two main approaches: one of them may
be regarded as knowledge based process planning, whilst the other as simulation based process planning. The author attempts to integrate
these two separate developments in knowledge and simulation based approach by linking commercial CAD and FEM systems.
Findings: Applying the above approach a more powerful and efficient process planning and die design solution can be achieved radically
reducing the time and cost of product development cycle and improving product quality.
Research limitations: Due to the different modelling approaches in CAD and FEM systems, the biggest challenge is to enhance the
robustness of data exchange capabilities between various systems to provide an even more streamlined information flow.
Practical implications: The proposed integrated solutions have great practical importance to improve the global competitiveness of sheet
metal forming in the very important segment of industry.
Originality/value: The concept described in this paper may have specific value both for process planning and die design engineers
NASA Thesaurus supplement: A four part cumulative supplement to the 1988 edition of the NASA Thesaurus (supplement 3)
The four-part cumulative supplement to the 1988 edition of the NASA Thesaurus includes the Hierarchical Listing (Part 1), Access Vocabulary (Part 2), Definitions (Part 3), and Changes (Part 4). The semiannual supplement gives complete hierarchies and accepted upper/lowercase forms for new terms
A Methodology for Data-Informed Process Control in Progressive Die Sheet Metal Forming
This thesis investigates the coupled relationship between the strip transfer and forming operations in
progressive die sheet metal forming, including the effects of the strip layout geometry, and its effect on
the process speed and accuracy. Servo-actuated strip lifters and feeder are considered to assist in
minimizing the dynamic response of the strip during the transfer process. A methodology is proposed
for identifying suitable trajectories to prescribe the motion of active strip lifters and feeder to obtain
consistent part quality without risk of process failures for a progressive die operation.
Multiple iterations of a finite element (FE) model were constructed in LS-DYNA to simulate a
progressive die operation. Various FE analysis techniques were used to reduce the computational cost
of the simulations to allow for enough data to be generated for machine learning applications. Both
explicit and implicit time-integration schemes were considered in iterations of the FE model.
Both single and dual carrier strip layouts were considered. The results of the FE simulations suggest
that the single carrier strip layouts produce larger predicted dynamic displacements and rotations of the
work-piece as compared to the dual carrier strip layouts during strip transfer. Furthermore, the single
carrier strip layout is shown to be susceptible to strip misalignment.
The final version of the FE model utilized geometry based on a demonstrator tool being deployed at
the Technische Universität München. A total of 1000 simulations were generated, 500 each for the ‘I’
and ‘O’ stretch-web types using a single carrier strip layout. Each simulation considered a unique
permutation of control inputs sampled from the set of possible strokes rates and trajectories for the
lifters and feeder. Cubic splines were used to generate the trajectories for the strip lifter and feeder by
varying the position of two knots used to define the shape of the spline.
The results from the 1000 simulations indicate that in general the ‘S’ stretch-web produces a larger
variance in the predicted dynamic response and ‘work-piece placement as compared to the ‘I’ stretchweb. Furthermore, the stroke rate and lifter trajectory were shown to have a large influence on the
overshooting of the work-pieces during strip transfer and the probability of whether tooling collisions
occurred.
Multiple machine learning models were trained on the data generated by the final FE model. Two
types of classifiers were constructed using neural network and XGBoost architectures. The first
classifier predicts whether the clearance between the strip and binder are within a specified tolerance (to prevent collision with the tooling) during strip transfer. The second classifier predicts whether the
placement accuracy of the work-piece on the forming die after strip transfer is within a specified
tolerance. A range of tolerances were considered when labeling the data for both classifiers. Nestedcross fold validation was used to select the hyperparameter tuning and model selection.
The machine learning classifiers were used to test all possible control inputs using a ‘minimum feed
clearance’ of 10 mm and a maximum ‘work-piece placement error of 0.11 mm. The maximum stroke
rate at which a given pair of lifter and feeder trajectories can operate was identified for all permutations.
Five permutations that achieved the highest predicted stroke rate were simulated for an additional five
strokes. The classifiers showed a reasonable ability to predict the ‘minimum feed clearance’ and ‘workpiece placement in the extended FE simulations for the selected trajectories, but, was unable to account
for the strip misalignment which occurred after several strokes in all simulations.
This research successfully demonstrates a methodology for using machine learning models trained
on FE simulations to predict process outcomes of a progressive die operation with variable feeder and
lifter trajectories. The FE simulations used to train the machine learning models were generated by
adopting computationally-effective FE modelling techniques in a single press stroke model. The
machine learning models were shown to reasonably predict the process outcomes of novel input
permutations in a multi-stroke FE simulation. One of the largest constraints in this research is the FE
simulation time which limited the model complexity that could be considered in the training set
generation. Furthermore, the demonstration of the machine learning predictions for a multi-stroke
process was limited due to the susceptibility of the single carrier strip layout to misalign after strip
progression. Future work should consider the use of dual carrier strip layouts for the generation of the
training data. Alternative approaches may also be considered, such as a machine learning framework
for directly predicting the forward dynamics of the progressive die operation or a co-simulation
approach in which a robust controller interacts directly with the FE simulation
Three-terminal tandem solar cells enabled by back-contacted bottom cells featuring passivating, carrier-selective polysilicon based junctions
This thesis investigates back-contacted (IBC) bottom solar cells with passivating and carrier-selective
POLO contacts with three terminals (3T-POLO-IBC cell). Such cells form the
foundation of monolithic three-terminal tandem solar cells. This novel tandem solar cell
enables the use of sub-cells with mismatched photocurrents. Thus, this tandem solar cell
technology platform offers the flexibility with respect to subcell material selection, the ease
of fabrication, and a robustness to spectral variations of incident light over the course of
the day and year. Three building blocks of the 3T POLO IBC bottom solar cell, which are
based on each other, are examined: First, the passivating and carrier-selective POLO contact.
Second, the integration of POLO contacts on the rear side of a solar cell. Third, the principle
of operation of a bottom cell with three terminals.
In the first part, the process of charge carrier extraction at selective contacts to the photoabsorber
is theoretically explored. The selectivity of a contact is defined on the basis of
(reaction) kinetic considerations at the contact in terms of the rate ratio of desired processes
to undesired processes. The extraction efficiency of charge carriers at the contact is derived
as the ratio of the external voltage versus the internal voltage from a thermodynamic point of
view. To emphasize the unifying nature of the definitions in this thesis, the existing literature
definitions are calculated from the definitions in this thesis. The extraction efficiency is
related to the selectivity coefficient of the contact and the limiting efficiency of a silicon solar
cell with given contact selectivity is calculated accordingly. After the detailed theoretical
investigation on selectivity, the properties of n+ and p+ POLO contacts are examined. Low
saturation current densities between 2 fA/cm² and 18 fA/cm² and contact resistivities between
0.4mOhmcm² and 10mOhmcm² are found at the same time. It is shown that the efficient carrier
transport of majority carriers is ensured by pinholes in the interfacial oxide. The resulting
logarithmic selectivity coefficient of POLO contacts is determined to be above 15, which is
one of the highest values measured. This makes POLO contacts predestined for solar cells
with the highest efficiencies.
POLO contacts are integrated on the rear side of a back-contact cell with POLO contacts for
both polarities. Thereby, the p+ and n+ doped poly-Si on the backside of the solar cell form
a parasitic graded p+n+ junction within the defect-rich poly-Si with a carrier lifetime of a few
picoseconds. The arising recombination limits the achievable efficiency of the POLO-IBC cell
to about 18%. For this reason, the parasitic junction is removed during the cell fabrication
process by wet-chemically introducing a trench between the n+- and p+-doped poly-Si regions.
The POLO-IBC cell with isolated n+- and p+ poly-Si regions achieves a certified efficiency of
24.25%.
For the last part, a third POLO contact is added to the POLO-IBC cell and the 3T-IBC
bottom cell is studied in detail using current-voltage measurements. First, the different
realization options for a 3T tandem solar are sorted and the corresponding nomenclature is
presented. Two different 3T IBC bottom cell architectures are identified. The first one – the
unijunction bottom solar cell – contains a single minority carrier contact and two majority
carrier contacts. The second one – the bipolar junction bottom solar cell – on the other hand,
has two minority carrier contacts and a single majority carrier contact.
Both 3T bottom cell architectures are fabricated based on a modified POLO-IBC fabrication
process. The principles of operation and loss mechanisms are elucidated using J-V measurements
on illuminated devices and by means of analytical modeling. The experiments
show that the third contact of a 3T unijunction and bipolar junction bottom cell allows the
collection or injection of additional minority or majority carriers from or into the bottom
cell. Ideally, the power output of such a 3T bottom cell is nearly independent of the current
density applied by the top cell. Therefore, no current matching of both subcells is required.
However, the transport of majority carriers or minority carriers through the unijunction
or bipolar junction bottom cell causes a loss, which, however, can be made negligible by a
specific design of the bottom cell. The design rules are explained in detail. After the detailed
investigations, a 3T unijunction bottom cell with a textured n+-POLO front contact with an
efficiency of 20.3% and a simplified screen-printed PERC-like 3T bipolar junction bottom
cell with 14.4% are developed. The latter is an attractive approach to utilize the dominant
PERC technology in a low-cost tandem solar cell with maximum energy yield.
Finally, the first 3T GaInP//POLO-IBC tandem cell demonstrator is fabricated with an
efficiency of 27.3% and a net efficiency gain of 0.9% is demonstrated compared to the 2T
operation of the 3T tandem cell.Die vorliegende Arbeit untersucht Rückkontakt-Bottomsolarzellen mit passivierenden und
ladungsträger-selektiven POLO-Kontakten mit drei Anschlüssen (3T-POLO-IBC-Bottomzelle).
Sie bilden das Fundament monolithischer Tandemsolarzellen mit drei Anschlüssen. Diese
neuartigen Tandemsolarzelle erlaubt die Verwendung von Subzellen, dessen Fotoströme
fehlangepasst sind. Damit bietet diese Tandemsolarzellen-Technologie Flexibilität bei der
Materialauswahl der Subzellen, einfache Herstellbarkeit und Robustheit gegenüber spektraler Änderung des einfallenden Lichts im Tages- und Jahresverlauf. Es werden drei aufeinander aufbauende Bausteine der 3T-POLO-IBC-Bottomsolarzelle untersucht: Erstens, der passivierende und ladungsträger-selektive POLO-Kontakt. Zweitens, die Integration von
POLO-Kontakten auf der Rückseite der Solarzelle. Drittens, die Funktionsweise einer Bottomzelle mit drei Anschlüssen.
Im ersten Teil wird der Prozess der Ladungsträgerextraktion an selektiven Kontakten zum
Fotoabsorber theoretisch ergründet. Die Selektivität eines Kontaktes wird auf der Grundlage
von (reaktions-) kinetischen Betrachtungen am Kontakt als das Ratenverhältnis gewollter
Prozesse zu ungewollten Prozessen definiert. Die Extraktionseffizienz von Ladungsträgern am Kontakt wird als das Verhältnis der externen Spannung gegenüber der internen Spannung aus thermodynamischen Gesichtspunkten abgeleitet. Um den vereinheitlichenden Charakter der Definitionen in dieser Arbeit hervorzuheben, werden die bestehenden Literatur-Definitionen aus den Definitionen in dieser Arbeit berechnet. Die Selektivität und Extraktionseffizienz werden miteinander korreliert und daraus der Wirkungsgrad einer Solarzelle mit vorgegebener Kontaktselektivität errechnet. Nach der detaillierten theoretischen Untersuchung der Selektivität werden die Eigenschaften von n+ und p+ POLO-Kontakten untersucht. Es werden niedrige Sättigungsstromdichten zwischen 2 fA/cm² und 18 fA/cm² und gleichzeitig Kontaktwiderstände zwischen 0,4 mOhmcm² und 10 mOhmcm² ermittelt. Es wird gezeigt, dass der effiziente Ladungsträgertransport der Majoritäten durch Pinholes im Grenzflächenoxid sichergestellt wird. Der resultierende logarithmische Selektivitäts-Koeffizient von POLO-Kontakten wird auf über 15 bestimmt. Damit gehören POLO-Kontakte zu den Kontakten mit der höchsten Selektivität und sind für Solarzellen mit höchsten Effizienzen prädestiniert.
Die POLO-Kontakte werden auf der Rückseite einer Rückkontaktzelle mit POLO-Kontakten
für beide Polaritäten integriert. Dabei formt das p+ und n+ dotierte Poly-Si auf der Rückseite
der Solarzelle einen parasitären, gradierten p+n+-Übergang im defektreichen Poly-Si mit
einer Ladungsträgerlebensdauer von wenigen Pikosekunden. Die resultierende Rekombination limitiert die erreichbare Effizienz der POLO-IBC-Zelle auf etwa 18%. Aus diesem Grund wird der parasitäre Übergang während des Zellherstellungsprozesses entfernt, indem ein Graben zwischen die n+- und p+-dotierten Poly-Si-Regionen nasschemisch eingebracht wird. Die POLO-IBC-Zelle mit isolierten n+- und p+-Poly-Si-Gebieten erzielt einen zertifizierten Wirkungsgrad von 24,25%.
Für den letzten Baustein wird die POLO-IBC-Zelle um einen dritten POLO-Kontakt ergänzt
und die 3T-IBC-Bottomzelle mittels Strom-Spannungsmessungen im Detail untersucht. Zuerst
werden die unterschiedlichen Realisierungsmöglichkeiten für eine 3T-Tandemsolar einsortiert und die dazugehörige Nomenklatur vorgestellt. Dabei werden zwei verschiedene 3T-IBC-Bottomzellen-Architekturen unterschieden. Eine Unijunction-Bottomsolarzelle enthält einen einzigen Minoritätsladungsträgerkontakt und zwei Majoritätsträgerkontakte. Eine Bipolar-Junction-Bottomsolarzelle hingegen hat zwei Minoritätsladungsträgerkontakte und einen einzigen Majoritätsladungsträgerkontakt. Beide 3T-Bottomzell-Architekturen werden auf Basis eines modifizierten Herstellungsprozesses für POLO-IBC-Solarzellen realisiert. Das Funktionsprinzip und die Verlustmechanismen werden mit Hilfe von J-V -Messungen an beleuchteten Bauelementen und mit Hilfe analytischer Modellierung untersucht. Die Experimente zeigen, dass der dritte Kontakt einer 3T-Unijunction- und Bipolar-Junction-Bottomzelle das Sammeln oder Injizieren von zusätzlichen Minoritäts- oder Majoritätsladungsträgern aus der oder in die Bottomzelle ermöglicht.
Im Idealfall ist die Leistungsabgabe einer solchen 3T-Bottomzelle nahezu unabhängig von
der Stromdichte, die von der Topzelle angelegt wird. Daher ist keine Stromanpassung beider
Subzellen erforderlich. Allerdings verursacht der Transport von Majoritätsladungsträgern
bzw. Minoritätsladungsträgern durch die Unijunction- bzw. Bipolar-Junction-Bottomzelle
hindurch einen Verlust, welcher jedoch durch eine gezielte Auslegung der Bottomzelle vernachlässigbar klein ausfallen kann. Die Auslegung wird im Detail erläutert. Schließlich wird eine 3T-Unijunction-Bottomzelle mit einem texturierten n+-POLO-Frontkontakt mit einem Wirkungsgrad von 20,3% und eine vereinfachte siebgedruckte PERC-ähnliche 3T-Bipolar-Junction-Bottomzelle mit 14,4% entwickelt. Letztere ist ein attraktiver Ansatz, um die
dominierende PERC-Technologie in einer kostengünstigen Tandemsolarzelle mit maximaler
Energieausbeute zu nutzen.
Abschließend wird der erste 3T-GaInP//POLO-IBC-Tandemzellen-Demonstrator mit einem
Wirkungsgrad von 27,3% hergestellt und ein Netto-Wirkungsgradgewinn von 0,9% im Vergleich zum 2T-Betrieb der 3T-Tandemzelle demonstriert
A Two Stage Stand Alone Solar PV System
Stand-alone systems based on solar photovoltaic (PV) have developed as a sustainable alternative pertaining to issue of electrification in areas particularly where the grid is not present. Main challenges in scheming this kind of systems are 1) Maximum power extraction from PV array 2) Dc to ac conversion 3) Protecting battery from over discharging and overcharging and 4) Facilitating satisfactory stepping up of voltage. As many objectives are needed to be met, schemes hitherto for standalone systems need a minimum of three converter stages, resulting in significant decline in efficiency and reliability of system. To tackle this problem, a two stage stand-alone topology comprising a novel transformer coupled dual input converter (TCDIC) is connected to a normal full bridge inverter is discussed in this thesis. Discussed TCDIC can facilitate charge control of battery while tracking maximum power point and keeping proper voltage level at load terminal. Mathematical model of TCDIC through small signal based approach is also included. A suitable control strategy for TCDIC is also presented to generate pulses. The operational efficiency of this topology is verified by performing simulation studies in detail
Development of a Novel Hybrid Multi-Junction Architecture for Silicon Solar Cells
Although existing technology can produce highly efficient solar cells, they remain commercially cost-prohibitive. A low-cost alternative was investigated in this research by developing a novel hybrid multi-junction silicon (HMJ-Si) solar cell architecture through modeling, fabrication, and testing. The architecture consists of stacked silicon solar cells with an air gap between them and was designed with metal grating contacts that exploit interference patterns for light management. The interference patterns were examined in MATLAB and verified using Lumerical FDTD Solutions. Development focused on wafer configuration; diffusion profile; front contact design; optical, electrical, and thermal loss reduction; and efficiency. The architecture was optimized using an unpolished-front, p-type top cell with 128nm of Si3N4, a butterfly front contact, and 400 m grating spaced 900 m apart; a polished-front, n-type bottom cell with 200 m grating spaced 1100 m apart; and both cells having an enhanced back surface field diffusion profile with 500nm silver contacts. Efficiency peaked at 8.42% using a silver-coated wafer in lieu of the bottom cell. The results indicate that the architecture is a viable solar cell design requiring additional research for optimization
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