197 research outputs found

    Convex Relaxations and Approximations of Chance-Constrained AC-OPF Problems

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    This paper deals with the impact of linear approximations for the unknown nonconvex confidence region of chance-constrained AC optimal power flow problems. Such approximations are required for the formulation of tractable chance constraints. In this context, we introduce the first formulation of a chance-constrained second-order cone (SOC) OPF. The proposed formulation provides convergence guarantees due to its convexity, while it demonstrates high computational efficiency. Combined with an AC feasibility recovery, it is able to identify better solutions than chance-constrained nonconvex AC-OPF formulations. To the best of our knowledge, this paper is the first to perform a rigorous analysis of the AC feasibility recovery procedures for robust SOC-OPF problems. We identify the issues that arise from the linear approximations, and by using a reformulation of the quadratic chance constraints, we introduce new parameters able to reshape the approximation of the confidence region. We demonstrate our method on the IEEE 118-bus system

    Chance-Constrained AC Optimal Power Flow Integrating HVDC Lines and Controllability

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    The integration of large-scale renewable generation has major implications on the operation of power systems, two of which we address in this work. First, system operators have to deal with higher degrees of uncertainty due to forecast errors and variability in renewable energy production. Second, with abundant potential of renewable generation in remote locations, there is an increasing interest in the use of High Voltage Direct Current lines (HVDC) to increase transmission capacity. These HVDC transmission lines and the flexibility and controllability they offer must be incorporated effectively and safely into the system. In this work, we introduce an optimization tool that addresses both challenges by incorporating the full AC power flow equations, chance constraints to address the uncertainty of renewable infeed, modelling of point-to-point HVDC lines, and optimized corrective control policies to model the generator and HVDC response to uncertainty. The main contributions are twofold. First, we introduce a HVDC line model and the corresponding HVDC participation factors in a chance-constrained AC-OPF framework. Second, we modify an existing algorithm for solving the chance-constrained AC-OPF to allow for optimization of the generation and HVDC participation factors. Using realistic wind forecast data, for 10 and IEEE 39 bus systems with HVDC lines and wind farms, we show that our proposed OPF formulation achieves good in- and out-of-sample performance whereas not considering uncertainty leads to high constraint violation probabilities. In addition, we find that optimizing the participation factors reduces the cost of uncertainty significantly

    Coordinating Flexibility under Uncertainty in Multi-Area AC and DC Grids

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    Umzingelte BĂŒhnen

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    Diese Diplomarbeit stellt eine Grundlagenforschung in der Sarajevoer Theaterszene während der Belagerung der bosnisch-herzegowinischen Hauptstadt (April 1992 – Februar 1996) dar. Zweierlei Forschungskerne standen dabei im Mittelpunkt: Einerseits wurde das im Mai 1992 neu gegründete „Sarajevoer Kriegstheaters/Sarajevski Ratni Teatar/ SARTR“ in seiner Entstehung und historischen Entwicklung von 1992 bis heute betrachtet, andererseits wurde anhand dieser Institution auch versucht, Rückschlüsse auf die damalige Produktions- und Rezeptionssituation in Sarajevo zu ziehen. Im historischen Teil dieser Diplomarbeit liegt der Fokus auf der Belagerungsperiode. Nachdem andere Theaterhäuser der Stadt vorgestellt und ein grober Einblick in deren Tätigkeiten im Laufe des Krieges gegeben wurde, wurde anhand von Zeitungsausschnitten der damaligen Zeit sowie noch unveröffentlichten Materialien des SARTRs die historische Entwicklung dieses Hauses nachgezeichnet. Auch wurde die Phase nach 1996 betrachtet, wobei den Schlussteil dieser Diplomarbeit ein Blick in die theaterpolitische Neuorientierung unter dem seit Anfang 2012 amtierenden Direktor Nihad Kresevljakovic bildet. Dabei wurde die Frage nach der Möglichkeit einer Fortführung von „Kriegstheater“ in Zeiten des Friedens gestellt. Ebenso wurde das erste Stück des SARTRs, Skloniste, im Rahmen dieser Diplomarbeit vom Verfasser unter dem Titel Der Unterschlupf ins Deutsche übersetzt und im Anhang, zusammen mit anderen Materialien, beigelegt. Anhand einer text- und inszenierungsanalytischen Herangehensweise an das Stück, welches insbesondere der Frage nach der Sinnhaftigkeit von Theater während des Krieges nachgeht, sowie mit Hilfe zahlreicher Aussagen von ZeitzeugInnen wurde versucht, Rückschlüsse über die Besonderheiten dieses Belagerungstheaters zu ziehen. Hierfür wurden zahlreiche TheatermacherInnen (SchauspielerInnen, Regisseure, andere Kulturschaffende) dieser Zeit, aber auch VertreterInnen des damaligen Publikums befragt. Anhand des Primärtextes und der Interviews wurden Rückschlüsse zur veränderten Ko-Präsenz von SchauspielerIn und ZuschauerIn geschlossen, das Theater als (Schutz)ort neu definiert, dem illusorischen Element von Theater während des Krieges nachgegangen sowie die politische Funktion des damaligen Theaters hinterfragt

    Convex Relaxations of Chance Constrained AC Optimal Power Flow

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    Importance of clinical examination in diagnostics of Osgood-Schlatter Disease in boys playing soccer or basketball

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    Introduction: Osgood–Schlatter disease is an irritation of the patellar tendon at the tibial tubercle. Sports with jumps, running, and repeated contractions of knee extension apparatus are considered to be importantexternal risk-factors which could cause Osgood–Schlatter disease.Objectives of the study are to draw attention to the importance of clinical examination in diagnostics of Osgood–Schlatter disease in boys playing soccer or basketball.Methods: The research included data obtained from 120 boys, average age of 14 years. Examinees were split into two groups, one with young athletes which regularly have soccer or basketball trainings and thesecond one with boys who do not participating in sports. We performed anthropological measurements and clinical examinations of both knees and hips for both groups. For the statistical analysis we used pointbiserialcorrelation coefficient.Results: Based on clinical examination, Osgood–Schlatter disease was diagnosed in 51 examinees (42.5%). In “athletic group” Osgood–Schlatter disease had 31 boys or 52%, comparing with “non-athletic group” wherewe found 20 adolescents with disease (33%). Number of boys with Osgood–Schlatter disease was higher for 19% in “athletic group” comparing with “non-athletic group”. Comparing incidence rate for boys in both groups with diagnosed II and III level of Osgood–Schlatter disease we found that rate is higher in “athletic group” 2.25 times comparing with “non-athletic group”.Conclusions: Clinical examination is critical method in the process of diagnosing Osgood–Schlatter disease especially for identifying II and III level of this disease

    Data-driven Security-Constrained AC-OPF for Operations and Markets

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    Genetic Regulation of Plasma Lipid Species and Their Association with Metabolic Phenotypes.

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    The genetic regulation and physiological impact of most lipid species are unexplored. Here, we profiled 129 plasma lipid species across 49 strains of the BXD mouse genetic reference population fed either chow or a high-fat diet. By integrating these data with genomics and phenomics datasets, we elucidated genes by environment (diet) interactions that regulate systemic metabolism. We found quantitative trait loci (QTLs) for approximately 94% of the lipids measured. Several QTLs harbored genes associated with blood lipid levels and abnormal lipid metabolism in human genome-wide association studies. Lipid species from different classes provided signatures of metabolic health, including seven plasma triglyceride species that associated with either healthy or fatty liver. This observation was further validated in an independent mouse model of non-alcoholic fatty liver disease (NAFLD) and in plasma from NAFLD patients. This work provides a resource to identify plausible genes regulating the measured lipid species and their association with metabolic traits

    Side chain structure determines unique physiologic and therapeutic properties of norursodeoxycholic acid in Mdr2<SUP>-/-</SUP> mice

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    24-norursodeoxycholic acid (norUDCA), a side chain-modified ursodeoxycholic acid derivative, has dramatic therapeutic effects in experimental cholestasis and may be a promising agent for the treatment of cholestatic liver diseases. We aimed to better understand the physiologic and therapeutic properties of norUDCA and to test if they are related to its side chain length and/or relative resistance to amidation. For this purpose, Mdr2-/- mice, a model for sclerosing cholangitis, received either a standard diet or a norUDCA-, tauro norursodeoxycholic acid (tauro- norUDCA)-, or di norursodeoxycholic acid (di norUDCA)-enriched diet. Bile composition, serum biochemistry, liver histology, fibrosis, and expression of key detoxification and transport systems were investigated. Direct choleretic effects were addressed in isolated bile duct units. The role of Cftr for norUDCA-induced choleresis was explored in Cftr-/- mice. norUDCA had pharmacologic features that were not shared by its derivatives, including the increase in hepatic and serum bile acid levels and a strong stimulation of biliary HCO3- -output. norUDCA directly stimulated fluid secretion in isolated bile duct units in a HCO3- -dependent fashion to a higher extent than the other bile acids. Notably, the norUDCA significantly stimulated HCO 3- -output also in Cftr-/- mice. In Mdr2-/- mice, cholangitis and fibrosis strongly improved with norUDCA, remained unchanged with tauro- norUDCA, and worsened with di norUDCA. Expression of Mrp4, Cyp2b10, and Sult2a1 was increased by norUDCA and di norUDCA, but was unaffected by tauro- norUDCA. Conclusion:The relative resistance of norUDCA to amidation may explain its unique physiologic and pharmacologic properties. These include the ability to undergo cholehepatic shunting and to directly stimulate cholangiocyte secretion, both resulting in a HCO3- -rich hypercholeresis that protects the liver from cholestatic injury
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