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We have seen that bionic optimization can be a powerful tool when applied to problems with non-trivial landscapes of goals and restrictions. This, in turn, led us to a discussion of useful methodologies for applying this optimization to real problems. On the other hand, it must be stated that each optimization is a time consuming process as soon as the problem expands beyond a small number of free parameters related to simple parabolic responses. Bionic optimization is not a quick approach to solving complex questions within short times. In some cases it has the potential to fail entirely, either by sticking to local maxima or by random exploration of the parameter space without finding any promising solutions. The following sections present some remarks on the efficiency and limitations users must be aware of. They aim to increase the knowledge base of using and encountering bionic optimization. But they should not discourage potential users from this promising field of powerful strategies to find good or even the best possible designs.
In this chapter we introduce methods to improve mechanical designs by bionic methods. In most cases we assume that a general idea of the part or system is given by a set of data or parameters. Our task is to modify these free parameters so that a given goal or objective is optimized without violation of any of the existing restrictions.
Motivation
(2016)
Since human beings started to work consciously with their environment, they have tried to improve the world they were living in. Early use of tools, increasing quality of these tools, use of new materials, fabrication of clay pots, and heat treatment of metals: all these were early steps of optimization. But even on lower levels of life than human beings or human society, we find optimization processes. The organization of a herd of buffalos to face their enemies, the coordinated strategies of these enemies to isolate some of the herd’s members, and the organization of bird swarms on their long flights to their winter quarters: all these social interactions are optimized strategies of long learning processes, most of them the result of a kind of collective intelligence acquired during long selection periods.
Wissen schaffen für klimafreundliche Energietechnik : das Erfolgsgeheimnis der Kraft-Wärme-Kopplung
(2017)
Als hocheffiziente Energieerzeugungstechnologie spielt die KWK eine wichtige Rolle bei der Energiewende und dem Klimaschutz. Gerade für den Gebäudebereich und Unternehmen kann die KWK eine wirtschaftliche und umweltschonende Möglichkeit sein, Strom und Wärme zu erzeugen. Für die Planung, Umsetzung und den Betrieb von KWK-Anlagen werden fachkundige Handwerke und Ingenieure gebraucht. Aus diesem Grund hat das Ministerium für Umwelt, Klima und Energiewirtschaft in den Jahren 2015 und 2016 zusammen mit dem Handwerkstag Baden-Württemberg ... den Qualifizierungskurs "Kraft-Wärme-Kopplung - Kompetenz für den Wärme- und Energiemarkt von heute und morgen" durchgeführt... Aufgrund des Erfolges der Seminarreihe wird diese auch 2017 ff. fortgesetzt.
This article covers the design of highly integrated gate drivers and level shifters for high-speed, high power efficiency and dv/dt robustness with focus on automotive applications. With the introduction of the 48 V board net in addition to the conventional 12 V battery, there is an increasing need for fast switching integrated gate drivers in the voltage range of 50 V and above. State-of-the-art drivers are able to switch 50 V in less than 5 ns. The high-voltage electrical drive train demands for galvanic isolated and highly integrated gate drivers. A gate driver with bidirectional signal transmission with a 1 MBit/s amplitude modulation, 10/20 MHz frequency modulation and power transfer over one single transformer will be discussed. The concept of high-voltage charge storing enables an area-efficient fully integrated bootstrapping supply with 70 % less area consumption. EMC is a major concern in automotive. Gate drivers with slope control optimize EMC while maintaining good switching efficiency. A current mode gate driver, which can change its drive current within 10 ns, results in 20 dBuV lower emissions between 7 and 60 MHz and 52 % lower switching loss compared to a conventional constant current gate driver.
Die Analyse der geometrischen Parameter der Werkzeuge und der kinematisch bedingten Eingriffsverhältnisse beim Fräsen führen zu einer erheblichen Beeinflussung der Schneidenbelastungen während des Einsatzes. Eine exzentrische Aufnahme von Schaftwerkzeugen bedeutet eine deutliche Belastung der exzentrischen Schneiden. Diese Belastung liegt deutlich über der durch die Ungleichteilung erzeugten Kraftmodulation. Weiterhin werden durch die Impulsbelastung der Schneideneintritte die Resonanzen der Struktur angeregt. Dies beeinflusst zum einen die Messungen mit der Kraftmessplattform. Zum anderen werden während der realen Bearbeitung durch diese Wechselwirkung die Oberflächen der bearbeiteten Bauteile beeinflusst.
Der Entwurf analoger integrierter Schaltkreise ist bis heute durch einen weitgehend manuellen Entwurfsstil mit anschließender Verifikation gekennzeichnet. Das Backend dieses Prozesses bildet der Layoutentwurf, der mit der SDL-Methode (schematic driven layout) durchgeführt und mit den Verifikationsschritten DRC und LVS abgeschlossen wird. Als Ziel wird i.a. in Analogie zu den im Digitalbereich existierenden Lösungen eine vollautomatische Layoutsynthese auch für Analogschaltungen angestrebt. Die hier vorgeschlagene neue Designmethodik hat nicht diese vielfach geforderte Layoutsynthese im Analogbereich zum Inhalt. Sie stellt vielmehr einen realistischeren - und aus Sicht des Autors vor allem notwendigen - Zwischenschritt dar. Die Kernaussage besteht darin, dass zunächst eine Methode bereitzustellen ist, bei der alle die Schaltungsfunktion beeinflussenden Randbedingungen (constraints) rechnergestützt prüfbar sein müssen. Erst auf dieser Basis wird es gelingen, in einem weiteren Schritt analoges Layout zu synthetisieren. Diese These wird aus einer Betrachtung der historischen Entwicklung der EDA-Werkzeuge hergeleitet. Die Extrapolation dieser Historie lässt eine Wegskizze für einen neuen "constraint-driven" Designflow erkennen, dessen Hauptvorteil in einer rechnergestützten Absicherung der Schaltungsfunktion besteht. Weitere mögliche neue Merkmale eines solchen Designflows werden diskutiert: Abkehr von den klassischen sequentiellen Designschritten wie Platzierung und Routing hin zu einer "kontinuierlichen" Layoutentstehung und neuartige Chancen für eine wesentlich verbesserte Wiederverwendbarkeit (reuse) von Layoutergebnissen durch die Nutzung höherer Abstraktionsebenen.
Virtual prototyping of integrated mixed-signal smart sensor systems requires high-performance co-simulation of analog frontend circuitry with complex digital controller hardware and embedded real-time software. We use SystemC/TLM 2.0 in conjunction with a cycle-count accurate temporal decoupling approach (TD) to simulate digital components and firmware code execution at high speed while preserving clock-cycle accuracy and, thus, real-time behavior at time quantum boundaries. Optimal time quanta ensuring real-time capability can be calculated and set automatically during simulation if the simulation engine has access to exact timing information about upcoming inter-process communication events. These methods fail in the case of non-deterministic, asynchronous events, resulting in potentially invalid simulation results. In this paper, we propose an extension to the case of asynchronous events generated by blackbox sources from which a priori event timing information is not available, such as coupled analog simulators or hardware in the loop. Additional event processing latency or rollback effort caused by temporal decoupling is minimized by calculating optimal time quanta dynamically in a SystemC model using a linear prediction scheme. We analyze the theoretical performance of the presented predictive temporal decoupling approach (PTD) by deriving a cost model that expresses the expected simulation effort in terms of key parameters such as time quantum size and CPU time per simulation cycle. For an exemplary smart-sensor system model, we show that quasi-periodic events that trigger activities in TD processes are handled accurately after the predictor has settled.
Automated stabilization of loading capacity of coal shearer screw with controlled cutting drive
(2015)
A solution of topical scientific problem of coal shearer output increase providing minimum specific power supply for coal cutting, transportation, and loading in terms of thin seams has been proposed. The solution is based on the use of earlier proposed criterion of screw gumming for optimum cutting velocity-coal shearer feed rate ratio in the context of increased screw rotation owing to phase voltage frequency increase. Simulation results of automated control system for coal shearer operations with frequency-controlled cutting drive within thin seams have confirmed the efficiency of the system using proposed algorithm of smart analysis of coal shearer power signal.
Despite 30 years of Electronic Design Automation, analog IC layouts are still handcrafted in a laborious fashion today due to the complex challenge of considering all relevant design constraints. This paper presents Self-organized Wiring and Arrangement of Responsive Modules (SWARM), a novel approach addressing the problem with a multi-agent system: autonomous layout modules interact with each other to evoke the emergence of overall compact arrangements that fit within a given layout zone. SWARM´s unique advantage over conventional optimization-based and procedural approaches is its ability to consider crucial design constraints both explicitly and implicitly. Several given examples show that by inducing a synergistic flow of self-organization, remarkable layout results can emerge from SWARM’s decentralized decision-making model.