9 Bayern 4.0 Berlin, Stadt 4.0 Brandenburg 4.0 Bremen 4.9 Hamburg 4.1 Hessen 4.0 Mecklenburg-Vorpommern 4.1 Niedersachsen 4.0 Nordrhein-Westfalen 4.1 Rheinland-Pfalz 3.4 Saarland 4.5 Sachsen 4.3 Sachsen-Anhalt [...] Brandenburg 4.2 Bremen 4.4 Hamburg 4.0 Hessen 3.9 Mecklenburg-Vorpommern 4.2 Niedersachsen 3.9 Nordrhein-Westfalen 3.9 Rheinland-Pfalz 3.2 Saarland 4.0 Sachsen 4.4 Sachsen-Anhalt 4.5 Schleswig-Holstein 4.5 Thüringen [...] Brandenburg 4.1 Bremen 4.4 Hamburg 4.0 Hessen 3.8 Mecklenburg-Vorpommern 4.1 Niedersachsen 4.0 Nordrhein-Westfalen 3.8 Rheinland-Pfalz 3.2 Saarland 3.6 Sachsen 4.5 Sachsen-Anhalt 4.7 Schleswig-Holstein 4.4 Thüringen …

Dynamic Data Driven Dimensioning of Balancing Power with k-Nearest Neighbors

and weekday (4) (a) 50Hertz in 2012 (b) Amprion in 2012 (c) inference of the net load in 2012 Fig. 4: Inference of the parameters wind (0), PV (1), vert. load (2), price (3) and weekday (4) reserve for [...] value the mean of the joint balance is calculated. In figure 3 and 4 the effect of the wind (0), PV (1), load (2), price (3), weekday (4) and its interaction is plotted. The bar represents the effect when [...] the following studies aim at DER integration in the power markets through economic optimizing [3], [4], [5]. Besides these studies to integrate single technologies, there is already related work dealing …

Microsoft Word - Al-Daoud_011010_proof.doc

α =300 Previous No. Avg. Len. T S T S T S T S Positive Sequences 1317 219.1 59 0.15 89 0.17 92.4 .20 92.4 .24 Negative Ran- dom Families 2814 624.5 60 0.33 95.7 0.52 96.5 0.6 96.5 .7 Negative Random Sequences [...] KKLLNKVIELLVDFFNSIGYRAAYIN CDFLLDEAEVPKELTQLHE Seq3: NTLFNLFFDFITGILKNIGNIAAYSTC DFIMDEVEVPKELTQLHE Seq4: TVLVDLIIKLFTFLLQSIGTIASFTPCT TYFDEPEVPEELTNAK Seq5: MQIFDLLFKVISFIFEKIGFLAGYRTC NTYFDEPEVPKELFETYQ [...] DFIMDEVEVPKELTQLHE The average of the reduction by using the most 15, 100 and 200 significant pairs are 0.39, 0.86 and 0.91, respectively. Let α iArrFreq = ),( αλθ seed i be an array contains the most significant …

92 2.69 99 0.58 50 5.08 35 4.92 1 1.24 21 4.34 22 4.81 Mecklenburg-Vorpommern / / / / / / / / / / / / / / Niedersachsen 80 3.84 99 1.04 29 4.79 36 4.72 11 3.35 26 4.47 24 4.73 Nordrhein-Westfalen 79 2 [...] / / / Hessen 22 4.42 50 5.13 65 4.97 79 4.28 59 5.21 98 1.22 12 3.41 Mecklenburg-Vorpommern / / / / / / / / / / / / / / Niedersachsen 83 3.96 80 4.39 58 5.47 76 4.53 71 4.80 99 0.73 15 4.63 Nordrhein-Westfalen [...] 21 17 2.77 Rheinland-Pfalz 35 4.76 99 0.93 56 5.26 23 4.72 19 4.48 45 5.47 17 4.84 Saarland / / / / / / / / / / / / / / Sachsen 100 0.00 99 0.68 18 4.27 64 5.24 10 3.40 19 4.41 24 5.23 Sachsen-Anhalt / / …

Stadt 12 112.5 9 27.2 58 4.9 4 2 3 55954024 Schwelm, Stadt 17 30.0 24 17.8 83 4.6 4 2 3 55978032 Selm, Stadt 15 58.7 15 14.5 39 4.4 4 2 3 55382060 Siegburg, Stadt 5 58.2 7 17.4 86 4.4 4 2 3 55962060 Werdohl [...] 546 2,736 10 4 4 55566028 Ibbenbüren, Stadt 25 60.0 27 25.8 141 4.8 10 4 4 55158020 Langenfeld (Rhld.), Stadt 17 30.0 26 11.3 91 4.4 10 4 4 55162022 Meerbusch, Stadt - - 9 19.7 129 2.5 10 4 4 55362036 Pulheim [...] 9 214.9 102.5 112.3 10 4 4 5158020 Langenfeld (Rhld.), Stadt 316.4 345.6 171.9 201.2 144.4 74.8 69.6 10 4 4 5162022 Meerbusch, Stadt 210.6 340.8 169.1 299.4 41.4 16.9 24.5 10 4 4 5362036 Pulheim, Stadt …

5 58.4 76.6 67.1 121.3 75.4 99.4 Jugendamtstyp 9 447.4 356.4 403.8 273.6 223.1 249.4 173.8 133.3 154.4 64.6 65.7 65.1 109.3 67.7 89.3 10 4 4 5566028 Ibbenbüren, Stadt 484.4 436.5 461.6 261.0 245.4 253.5 [...] 120.8 158.4 32.4 130.4 17.3 58.8 51.8 64.4 19.4 40.4 13.9 47.0 46.0 198.0 25.9 64.7 9 3 4 5362028 Hürth, Stadt 84.9 227.0 382.4 439.2 91.3 228.2 65.1 163.4 277.2 180.3 50.7 138.8 14.2 31.8 57.4 37.0 0.0 [...] 129.0 3.3 14.6 37.4 41.6 33.2 24.0 10.0 4.9 18.7 106.4 66.4 37.8 10 4 4 5362036 Pulheim, Stadt 182.9 188.6 315.9 312.1 100.4 223.2 165.3 127.4 201.1 158.3 59.1 147.2 17.6 51.0 81.4 81.4 17.7 49.1 0.0 10 …

245 383 4.1 2,392 25.9 4,350 47.1 1,116 12.1 369 4.0 208 2.2 427 4.6 Bayern 9,193 408 4.4 3,017 32.8 3,474 37.8 1,478 16.1 492 5.4 185 2.0 139 1.5 Berlin 2,787 597 21.4 151 5.4 707 25.4 679 24.4 279 10 [...] 324 7.0 4,220 . . . . 1,904 45.1 1,358 32.2 Deutschland 53,742 9,065 2,031 22.4 4,700 51.8 1,956 21.6 378 4.2 27,673 1,773 6.4 15,458 55.9 8,126 29.4 2,316 8.4 17,004 519 3.1 4,493 26.4 7,757 45.6 4,235 24 [...] 493 5.4 2,337 25.7 4,122 45.4 1,151 12.7 371 4.1 196 2.2 411 4.5 Bayern 8,960 413 4.6 3,096 34.6 3,352 37.4 1,387 15.5 421 4.7 167 1.9 124 1.4 Berlin 2,718 550 20.2 176 6.5 722 26.6 652 24.0 283 10.4 124 …

324 7.0 4,220 . . . . 1,904 45.1 1,358 32.2 Deutschland 53,742 9,065 2,031 22.4 4,700 51.8 1,956 21.6 378 4.2 27,673 1,773 6.4 15,458 55.9 8,126 29.4 2,316 8.4 17,004 519 3.1 4,493 26.4 7,757 45.6 4,235 24 [...] 493 5.4 2,337 25.7 4,122 45.4 1,151 12.7 371 4.1 196 2.2 411 4.5 Bayern 8,960 413 4.6 3,096 34.6 3,352 37.4 1,387 15.5 421 4.7 167 1.9 124 1.4 Berlin 2,718 550 20.2 176 6.5 722 26.6 652 24.0 283 10.4 124 [...] 8 3,671 8.4 1,624 3.7 2,039 4.7 Ostdeutschland 10,272 810 7.9 644 6.3 3,249 31.6 3,383 32.9 1,378 13.4 382 3.7 426 4.1 Deutschland 53,742 4,323 8.0 7,737 14.4 17,988 33.5 14,174 26.4 5,049 9.4 2,006 3.7 …

3 3.9 3.3 3.3 3.0 2.7 2.6 2.6 2.4 2.5 2.3 -0.2 -0.8 Niedersachsen 4.3 4.2 4.1 4.1 4.1 4.1 4.2 4.5 4.2 4.3 4.4 +0.1 +0.0 Bremen 4.6 5.2 4.8 4.5 4.8 4.8 4.2 4.7 4.7 4.6 4.7 +0.1 -0.0 Nordrhein-Westfalen [...] 4.2 4.4 4.4 4.5 4.5 4.6 4.6 4.6 4.6 +0.5 -0.0 Saarland 3.9 3.7 4.2 4.2 4.1 4.3 4.5 4.7 4.8 5.2 5.5 +1.7 +0.4 Ostdeutschland 6.6 6.4 6.5 6.5 6.3 6.5 6.5 6.4 6.2 6.2 6.2 -0.4 -0.0 Berlin 3.1 2.9 2.6 2.6 [...] 8 -0.4 Niedersachsen 4.1 4.0 4.0 4.0 4.0 4.0 4.0 4.2 3.9 4.0 4.2 +0.1 +0.2 Bremen 4.4 4.5 4.3 3.9 4.3 4.4 3.8 4.0 4.1 3.9 3.9 -0.5 +0.0 Nordrhein-Westfalen 7.3 7.1 7.1 7.1 7.2 7.1 7.3 7.2 7.3 7.4 7.5 +0 …

Preparing the successor through familial support and legitimacy: a multilevel framework

65 4.52 4.77 2.74 Slovenia 0.66 4.47 5.15 2.97 South Africa 0.66 4.36 4.92 2.06 Spain 0.39 4.66 4.86 2.11 Switzerland 0.19 4.17 5.03 2.10 Turkey 0.89 4.98 4.53 2.72 United Arab Emirates 0.98 4.87 4.90 [...] Indonesia 0.81 5.00 4.97 4.20 Ireland 0.38 4.67 5.06 2.59 Italy 0.62 4.42 4.86 2.49 Japan 0.63 3.54 3.76 2.65 Jordan 0.70 4.93 4.82 3.18 Korea 0.68 4.56 4.22 2.63 Lithuania 0.56 4.69 5.18 2.70 Mexico 0.83 [...] Zealand 0.00 4.10 4.54 1.84 Norway 0.10 4.54 4.77 2.02 Pakistan 0.89 4.77 5.02 3.10 Peru 0.82 5.24 5.55 3.20 Poland 0.72 4.39 5.07 2.22 Portugal 0.57 4.61 4.98 2.39 Saudi Arabia 0.65 4.52 4.85 2.47 Slovakia …