DAG-UPB/TS-Arena

1# TS-Arena Challenges: Technical Reference2 3Reference for the TS-Arena forecasting challenges. Each challenge is documented in its own section with its challenge ID, frequency, horizon and context length, a short description of what it forecasts, and the full list of time series it contains (with series IDs).4 5## SMARD: German & European electricity market (Bundesnetzagentur)6 7### Challenge 1. SMARD Day-Ahead Market Price Challenge: 24h horizon, 15-min frequency8 9**Challenge ID:** 110 11**Frequency:** 15-minute (PT15M) · **Horizon:** 24 hours (P1D) = 96 steps · **Context length:** 1,000 observations per series12 13Forecast the day-ahead wholesale electricity price (€/MWh), the price set in the previous day's auction for each delivery period. The series cover the German-Luxembourg (DE-LU) bidding zone and the neighbouring European bidding zones that SMARD publishes.14 15**Companion challenge:** ID 4 (same series at 72h horizon, 1h frequency).16 17**Series (15)**18 19- `[68]` **DE-LU**: Germany/Luxembourg core bidding-zone price20- `[66]` **DE-LU neighbors**: aggregate price of zones bordering DE-LU21- `[57]` **AT**: Austria bidding-zone price22- `[58]` **BE**: Belgium bidding-zone price23- `[59]` **CH**: Switzerland bidding-zone price24- `[60]` **CZ**: Czech Republic bidding-zone price25- `[67]` **DK1**: Denmark West (DK1) price26- `[70]` **DK2**: Denmark East (DK2) price27- `[69]` **FR**: France bidding-zone price28- `[76]` **HU**: Hungary bidding-zone price29- `[77]` **IT-North**: Northern Italy bidding-zone price30- `[78]` **NL**: Netherlands bidding-zone price31- `[79]` **NO2**: Southern Norway (NO2) price32- `[80]` **PL**: Poland bidding-zone price33- `[86]` **SI**: Slovenia bidding-zone price34 35### Challenge 4. SMARD Day-Ahead Market Price Challenge: 72h horizon, 1h frequency36 37**Challenge ID:** 438 39**Frequency:** hourly (PT1H) · **Horizon:** 72 hours (P3D) = 72 steps · **Context length:** 1,000 observations per series40 41Forecast the day-ahead wholesale electricity price (€/MWh), the price set in the previous day's auction for each delivery period. The series cover the German-Luxembourg (DE-LU) bidding zone and the neighbouring European bidding zones that SMARD publishes.42 43**Companion challenge:** ID 1 (same series at 24h horizon, 15-min frequency).44 45**Series (15)**46 47- `[68]` **DE-LU**: Germany/Luxembourg core bidding-zone price48- `[66]` **DE-LU neighbors**: aggregate price of zones bordering DE-LU49- `[57]` **AT**: Austria bidding-zone price50- `[58]` **BE**: Belgium bidding-zone price51- `[59]` **CH**: Switzerland bidding-zone price52- `[60]` **CZ**: Czech Republic bidding-zone price53- `[67]` **DK1**: Denmark West (DK1) price54- `[70]` **DK2**: Denmark East (DK2) price55- `[69]` **FR**: France bidding-zone price56- `[76]` **HU**: Hungary bidding-zone price57- `[77]` **IT-North**: Northern Italy bidding-zone price58- `[78]` **NL**: Netherlands bidding-zone price59- `[79]` **NO2**: Southern Norway (NO2) price60- `[80]` **PL**: Poland bidding-zone price61- `[86]` **SI**: Slovenia bidding-zone price62 63### Challenge 2. SMARD Net Load Challenge: 24h horizon, 15-min frequency64 65**Challenge ID:** 266 67**Frequency:** 15-minute (PT15M) · **Horizon:** 24 hours (P1D) = 96 steps · **Context length:** 1,000 observations per series68 69Forecast total grid load (Netzlast), the electricity demand drawn from the transmission grid, in MW. Despite the "Net Load" name, the series are SMARD's total grid-load figures broken down by transmission control area and country aggregate, not residual (demand-minus-renewables) load.70 71**Companion challenge:** ID 5 (same series at 72h horizon, 1h frequency).72 73**Series (10)**74 75- `[109]` **50Hertz**: grid load in the 50Hertz zone (north-east Germany)76- `[111]` **Amprion**: grid load in the Amprion zone (western Germany)77- `[114]` **TenneT**: grid load in the TenneT DE zone (north-south corridor)78- `[113]` **TransnetBW**: grid load in the TransnetBW zone (south-west Germany)79- `[106]` **DE**: total German grid load80- `[107]` **DE-LU**: combined Germany-Luxembourg grid load81- `[105]` **AT**: total Austrian grid load82- `[110]` **APG**: grid load in Austria's APG control area83- `[108]` **LU**: total Luxembourg grid load84- `[112]` **Creos**: grid load in Luxembourg's Creos network85 86### Challenge 5. SMARD Net Load Challenge: 72h horizon, 1h frequency87 88**Challenge ID:** 589 90**Frequency:** hourly (PT1H) · **Horizon:** 72 hours (P3D) = 72 steps · **Context length:** 1,000 observations per series91 92Forecast total grid load (Netzlast), the electricity demand drawn from the transmission grid, in MW. Despite the "Net Load" name, the series are SMARD's total grid-load figures broken down by transmission control area and country aggregate, not residual (demand-minus-renewables) load.93 94**Companion challenge:** ID 2 (same series at 24h horizon, 15-min frequency).95 96**Series (10)**97 98- `[109]` **50Hertz**: grid load in the 50Hertz zone (north-east Germany)99- `[111]` **Amprion**: grid load in the Amprion zone (western Germany)100- `[114]` **TenneT**: grid load in the TenneT DE zone (north-south corridor)101- `[113]` **TransnetBW**: grid load in the TransnetBW zone (south-west Germany)102- `[106]` **DE**: total German grid load103- `[107]` **DE-LU**: combined Germany-Luxembourg grid load104- `[105]` **AT**: total Austrian grid load105- `[110]` **APG**: grid load in Austria's APG control area106- `[108]` **LU**: total Luxembourg grid load107- `[112]` **Creos**: grid load in Luxembourg's Creos network108 109### Challenge 3. SMARD Generation Challenge (all generation types): 24h horizon, 15-min frequency110 111**Challenge ID:** 3112 113**Frequency:** 15-minute (PT15M) · **Horizon:** 24 hours (P1D) = 96 steps · **Context length:** 1,000 observations per series114 115Forecast electricity generation (MW) broken down by energy source and transmission control area. A representative round carried 16 series covering lignite, photovoltaics (solar), offshore wind and onshore wind across the German, Austrian and Luxembourg control areas. The full catalogue for this challenge can reach roughly two dozen source-by-area series and varies between rounds.116 117**Companion challenge:** ID 6 (same series at 72h horizon, 1h frequency).118 119**Series (16)**120 121- `[18]` **Lignite (50Hertz)**: brown-coal (lignite) output, 50Hertz zone122- `[19]` **Lignite (Amprion)**: brown-coal (lignite) output, Amprion zone123- `[138]` **Photovoltaic (50Hertz)**: solar PV output, 50Hertz zone124- `[139]` **Photovoltaic (APG)**: solar PV output, Austria (APG)125- `[140]` **Photovoltaic (Amprion)**: solar PV output, Amprion zone126- `[137]` **Photovoltaic (Creos)**: solar PV output, Luxembourg (Creos)127- `[141]` **Photovoltaic (TenneT)**: solar PV output, TenneT zone128- `[142]` **Photovoltaic (TransnetBW)**: solar PV output, TransnetBW zone129- `[171]` **Wind Offshore (50Hertz)**: offshore wind output, 50Hertz (Baltic Sea)130- `[172]` **Wind Offshore (TenneT)**: offshore wind output, TenneT (North Sea)131- `[179]` **Wind Onshore (50Hertz)**: onshore wind output, 50Hertz zone132- `[177]` **Wind Onshore (APG)**: onshore wind output, Austria (APG)133- `[180]` **Wind Onshore (Amprion)**: onshore wind output, Amprion zone134- `[178]` **Wind Onshore (Creos)**: onshore wind output, Luxembourg (Creos)135- `[181]` **Wind Onshore (TenneT)**: onshore wind output, TenneT zone136- `[182]` **Wind Onshore (TransnetBW)**: onshore wind output, TransnetBW zone137 138### Challenge 6. SMARD Generation Challenge (all generation types): 72h horizon, 1h frequency139 140**Challenge ID:** 6141 142**Frequency:** hourly (PT1H) · **Horizon:** 72 hours (P3D) = 72 steps · **Context length:** 1,000 observations per series143 144Forecast electricity generation (MW) broken down by energy source and transmission control area. A representative round carried 16 series covering lignite, photovoltaics (solar), offshore wind and onshore wind across the German, Austrian and Luxembourg control areas. The full catalogue for this challenge can reach roughly two dozen source-by-area series and varies between rounds.145 146**Companion challenge:** ID 3 (same series at 24h horizon, 15-min frequency).147 148**Series (16)**149 150- `[18]` **Lignite (50Hertz)**: brown-coal (lignite) output, 50Hertz zone151- `[19]` **Lignite (Amprion)**: brown-coal (lignite) output, Amprion zone152- `[138]` **Photovoltaic (50Hertz)**: solar PV output, 50Hertz zone153- `[139]` **Photovoltaic (APG)**: solar PV output, Austria (APG)154- `[140]` **Photovoltaic (Amprion)**: solar PV output, Amprion zone155- `[137]` **Photovoltaic (Creos)**: solar PV output, Luxembourg (Creos)156- `[141]` **Photovoltaic (TenneT)**: solar PV output, TenneT zone157- `[142]` **Photovoltaic (TransnetBW)**: solar PV output, TransnetBW zone158- `[171]` **Wind Offshore (50Hertz)**: offshore wind output, 50Hertz (Baltic Sea)159- `[172]` **Wind Offshore (TenneT)**: offshore wind output, TenneT (North Sea)160- `[179]` **Wind Onshore (50Hertz)**: onshore wind output, 50Hertz zone161- `[177]` **Wind Onshore (APG)**: onshore wind output, Austria (APG)162- `[180]` **Wind Onshore (Amprion)**: onshore wind output, Amprion zone163- `[178]` **Wind Onshore (Creos)**: onshore wind output, Luxembourg (Creos)164- `[181]` **Wind Onshore (TenneT)**: onshore wind output, TenneT zone165- `[182]` **Wind Onshore (TransnetBW)**: onshore wind output, TransnetBW zone166 167## Gridstatus: US electricity ISOs/RTOs (CAISO & NYISO)168 169### Challenge 7. Gridstatus Hub / Zone Market Price Challenge: 24h horizon, 15-min frequency170 171**Challenge ID:** 7172 173**Frequency:** 15-minute (PT15M) · **Horizon:** 24 hours (P1D) = 96 steps · **Context length:** 1,000 observations per series174 175Forecast US locational marginal prices (LMPs, $/MWh) at trading hubs and load zones. The 18 series cover California's three CAISO trading hubs and the fifteen NYISO pricing locations (eleven New York load zones plus four external proxy interfaces to neighbouring markets).176 177**Companion challenge:** ID 10 (same series at 72h horizon, 1h frequency).178 179**Series (18)**180 181- `[204]` **CAISO NP15**: NorthPath-15 hub price (northern California)182- `[205]` **CAISO SP15**: SouthPath-15 hub price (southern California)183- `[206]` **CAISO ZP26**: ZonePath-26 hub price (central California)184- `[261]` **NYISO CAPITL**: Capital zone price (Albany area)185- `[262]` **NYISO CENTRL**: Central New York zone price186- `[263]` **NYISO DUNWOD**: Dunwoodie zone price (lower Hudson)187- `[264]` **NYISO GENESE**: Genesee zone price188- `[265]` **NYISO H Q**: Hydro-Québec proxy interface price189- `[266]` **NYISO HUD VL**: Hudson Valley zone price190- `[267]` **NYISO LONGIL**: Long Island zone price191- `[268]` **NYISO MHK VL**: Mohawk Valley zone price192- `[269]` **NYISO MILLWD**: Millwood zone price193- `[270]` **NYISO N.Y.C.**: New York City zone price194- `[271]` **NYISO NORTH**: North zone price (Plattsburgh area)195- `[272]` **NYISO NPX**: New England proxy interface price196- `[273]` **NYISO O H**: Ontario proxy interface price197- `[274]` **NYISO PJM**: PJM proxy interface price198- `[275]` **NYISO WEST**: Western New York zone price (Buffalo area)199 200### Challenge 10. Gridstatus Hub / Zone Market Price Challenge: 72h horizon, 1h frequency201 202**Challenge ID:** 10203 204**Frequency:** hourly (PT1H) · **Horizon:** 72 hours (P3D) = 72 steps · **Context length:** 1,000 observations per series205 206Forecast US locational marginal prices (LMPs, $/MWh) at trading hubs and load zones. The 18 series cover California's three CAISO trading hubs and the fifteen NYISO pricing locations (eleven New York load zones plus four external proxy interfaces to neighbouring markets).207 208**Companion challenge:** ID 7 (same series at 24h horizon, 15-min frequency).209 210**Series (18)**211 212- `[204]` **CAISO NP15**: NorthPath-15 hub price (northern California)213- `[205]` **CAISO SP15**: SouthPath-15 hub price (southern California)214- `[206]` **CAISO ZP26**: ZonePath-26 hub price (central California)215- `[261]` **NYISO CAPITL**: Capital zone price (Albany area)216- `[262]` **NYISO CENTRL**: Central New York zone price217- `[263]` **NYISO DUNWOD**: Dunwoodie zone price (lower Hudson)218- `[264]` **NYISO GENESE**: Genesee zone price219- `[265]` **NYISO H Q**: Hydro-Québec proxy interface price220- `[266]` **NYISO HUD VL**: Hudson Valley zone price221- `[267]` **NYISO LONGIL**: Long Island zone price222- `[268]` **NYISO MHK VL**: Mohawk Valley zone price223- `[269]` **NYISO MILLWD**: Millwood zone price224- `[270]` **NYISO N.Y.C.**: New York City zone price225- `[271]` **NYISO NORTH**: North zone price (Plattsburgh area)226- `[272]` **NYISO NPX**: New England proxy interface price227- `[273]` **NYISO O H**: Ontario proxy interface price228- `[274]` **NYISO PJM**: PJM proxy interface price229- `[275]` **NYISO WEST**: Western New York zone price (Buffalo area)230 231## Gridstatus: US electricity ISOs/RTOs (NYISO)232 233### Challenge 8. Gridstatus Load Challenge: 24h horizon, 15-min frequency234 235**Challenge ID:** 8236 237**Frequency:** 15-minute (PT15M) · **Horizon:** 24 hours (P1D) = 96 steps · **Context length:** 1,000 observations per series238 239Forecast electricity demand (load, in MW) across the eleven NYISO pricing zones that partition New York State.240 241**Companion challenge:** ID 11 (same series at 72h horizon, 1h frequency).242 243**Series (11)**244 245- `[214]` **CAPITL**: Capital region demand (Albany area)246- `[215]` **CENTRL**: Central New York demand247- `[216]` **DUNWOD**: Dunwoodie demand (lower Hudson)248- `[217]` **GENESE**: Genesee demand249- `[218]` **HUD VL**: Hudson Valley demand250- `[219]` **LONGIL**: Long Island demand251- `[220]` **MHK VL**: Mohawk Valley demand252- `[221]` **MILLWD**: Millwood demand253- `[222]` **N.Y.C.**: New York City demand254- `[224]` **NORTH**: North New York demand (Plattsburgh area)255- `[225]` **WEST**: Western New York demand (Buffalo area)256 257### Challenge 11. Gridstatus Load Challenge: 72h horizon, 1h frequency258 259**Challenge ID:** 11260 261**Frequency:** hourly (PT1H) · **Horizon:** 72 hours (P3D) = 72 steps · **Context length:** 1,000 observations per series262 263Forecast electricity demand (load, in MW) across the eleven NYISO pricing zones that partition New York State.264 265**Companion challenge:** ID 8 (same series at 24h horizon, 15-min frequency).266 267**Series (11)**268 269- `[214]` **CAPITL**: Capital region demand (Albany area)270- `[215]` **CENTRL**: Central New York demand271- `[216]` **DUNWOD**: Dunwoodie demand (lower Hudson)272- `[217]` **GENESE**: Genesee demand273- `[218]` **HUD VL**: Hudson Valley demand274- `[219]` **LONGIL**: Long Island demand275- `[220]` **MHK VL**: Mohawk Valley demand276- `[221]` **MILLWD**: Millwood demand277- `[222]` **N.Y.C.**: New York City demand278- `[224]` **NORTH**: North New York demand (Plattsburgh area)279- `[225]` **WEST**: Western New York demand (Buffalo area)280 281## Gridstatus: US electricity ISOs/RTOs (CAISO & NYISO)282 283### Challenge 9. Gridstatus Generation Challenge (all generation types ISO): 24h horizon, 15-min frequency284 285**Challenge ID:** 9286 287**Frequency:** 15-minute (PT15M) · **Horizon:** 24 hours (P1D) = 96 steps · **Context length:** 1,000 observations per series288 289Forecast electricity generation (MW) broken down by fuel type, the ISO "fuel mix." A representative round carried 14 series: nine CAISO fuel categories and five NYISO categories. The full catalogue for this challenge can reach roughly 17 series and varies between rounds.290 291**Companion challenge:** ID 12 (same series at 72h horizon, 1h frequency).292 293**Series (14)**294 295- `[183]` **CAISO Batteries**: battery storage net discharge296- `[184]` **CAISO Biogas**: biogas-fired generation297- `[185]` **CAISO Biomass**: biomass-fired generation298- `[186]` **CAISO Geothermal**: geothermal generation299- `[188]` **CAISO LargeHydro**: large hydro generation300- `[189]` **CAISO NaturalGas**: natural-gas-fired generation301- `[192]` **CAISO SmallHydro**: small hydro generation302- `[191]` **CAISO Solar**: solar generation303- `[193]` **CAISO Wind**: wind generation304- `[207]` **NYISO DualFuel**: dual-fuel (gas/oil) generation305- `[208]` **NYISO Hydro**: hydro generation306- `[209]` **NYISO NaturalGas**: natural-gas-fired generation307- `[212]` **NYISO OtherRenewable**: other renewable generation308- `[213]` **NYISO Wind**: wind generation309 310### Challenge 12. Gridstatus Generation Challenge (all generation types ISO): 72h horizon, 1h frequency311 312**Challenge ID:** 12313 314**Frequency:** hourly (PT1H) · **Horizon:** 72 hours (P3D) = 72 steps · **Context length:** 1,000 observations per series315 316Forecast electricity generation (MW) broken down by fuel type, the ISO "fuel mix." A representative round carried 14 series: nine CAISO fuel categories and five NYISO categories. The full catalogue for this challenge can reach roughly 17 series and varies between rounds.317 318**Companion challenge:** ID 9 (same series at 24h horizon, 15-min frequency).319 320**Series (14)**321 322- `[183]` **CAISO Batteries**: battery storage net discharge323- `[184]` **CAISO Biogas**: biogas-fired generation324- `[185]` **CAISO Biomass**: biomass-fired generation325- `[186]` **CAISO Geothermal**: geothermal generation326- `[188]` **CAISO LargeHydro**: large hydro generation327- `[189]` **CAISO NaturalGas**: natural-gas-fired generation328- `[192]` **CAISO SmallHydro**: small hydro generation329- `[191]` **CAISO Solar**: solar generation330- `[193]` **CAISO Wind**: wind generation331- `[207]` **NYISO DualFuel**: dual-fuel (gas/oil) generation332- `[208]` **NYISO Hydro**: hydro generation333- `[209]` **NYISO NaturalGas**: natural-gas-fired generation334- `[212]` **NYISO OtherRenewable**: other renewable generation335- `[213]` **NYISO Wind**: wind generation336 337## Fingrid: Finnish national grid (Fingrid open data)338 339### Challenge 13. FINGRID Challenge (mixed): 24h horizon, 15-min frequency340 341**Challenge ID:** 13342 343**Frequency:** 15-minute (PT15M) · **Horizon:** 24 hours (P1D) = 96 steps · **Context length:** 1,000 observations per series344 345Forecast a mixed bundle of Finnish power-system series from Fingrid's open data, combining generation by plant type, total production, consumption series and derived intensity indicators in a single challenge.346 347**Companion challenge:** ID 14 (same series at 72h horizon, 1h frequency).348 349**Series (9)**350 351- `[410]` **cogeneration_district_heating_power_plant_generation**: CHP output linked to district heating352- `[415]` **industrial_cogeneration_power_plant_generation**: industrial combined-heat-and-power output353- `[414]` **hydropower_power_plant_generation**: hydropower generation354- `[419]` **wind_onshore_power_plant_generation**: onshore wind generation355- `[412]` **electricity_production**: total Finnish electricity production356- `[411]` **electric_boiler_consumption**: power drawn by electric boilers (power-to-heat)357- `[416]` **net_consumption**: national net electricity consumption358- `[413]` **emission_factor_consumed_electricity**: carbon intensity of consumed electricity (gCO₂/kWh)359- `[417]` **non_fossil_generation_share**: share of generation from non-fossil sources (%)360 361### Challenge 14. FINGRID Challenge (mixed): 72h horizon, 1h frequency362 363**Challenge ID:** 14364 365**Frequency:** hourly (PT1H) · **Horizon:** 72 hours (P3D) = 72 steps · **Context length:** 1,000 observations per series366 367Forecast a mixed bundle of Finnish power-system series from Fingrid's open data, combining generation by plant type, total production, consumption series and derived intensity indicators in a single challenge.368 369**Companion challenge:** ID 13 (same series at 24h horizon, 15-min frequency).370 371**Series (9)**372 373- `[410]` **cogeneration_district_heating_power_plant_generation**: CHP output linked to district heating374- `[415]` **industrial_cogeneration_power_plant_generation**: industrial combined-heat-and-power output375- `[414]` **hydropower_power_plant_generation**: hydropower generation376- `[419]` **wind_onshore_power_plant_generation**: onshore wind generation377- `[412]` **electricity_production**: total Finnish electricity production378- `[411]` **electric_boiler_consumption**: power drawn by electric boilers (power-to-heat)379- `[416]` **net_consumption**: national net electricity consumption380- `[413]` **emission_factor_consumed_electricity**: carbon intensity of consumed electricity (gCO₂/kWh)381- `[417]` **non_fossil_generation_share**: share of generation from non-fossil sources (%)382 383## Tankerkönig: German retail fuel prices (Federal Cartel Office feed)384 385### Challenge 29. Tankerkönig Fuel Price Challenge: 24h horizon, 15-min frequency386 387**Challenge ID:** 29388 389**Frequency:** 15-minute (PT15M) · **Horizon:** 24 hours (P1D) = 96 steps · **Context length:** 1,000 observations per series390 391Forecast German retail road-fuel prices (€/litre) reported by filling stations to the Federal Cartel Office's market-transparency unit and published through the Tankerkönig feed. The series cover three fuel grades (diesel, Super E5 and Super E10) for three cities (Berlin, Hamburg, Paderborn).392 393**Companion challenge:** ID 30 (same series at 24h horizon, 1h frequency).394 395**Series (9)**396 397- `[1539192]` **Berlin (Diesel)**: diesel price in Berlin398- `[1539191]` **Berlin (E10)**: Super E10 price in Berlin399- `[1539190]` **Berlin (E5)**: Super E5 price in Berlin400- `[1539189]` **Hamburg (Diesel)**: diesel price in Hamburg401- `[1539188]` **Hamburg (E10)**: Super E10 price in Hamburg402- `[1539187]` **Hamburg (E5)**: Super E5 price in Hamburg403- `[1539198]` **Paderborn (Diesel)**: diesel price in Paderborn404- `[1539197]` **Paderborn (E10)**: Super E10 price in Paderborn405- `[1539196]` **Paderborn (E5)**: Super E5 price in Paderborn406 407### Challenge 30. Tankerkönig Fuel Price Challenge: 24h horizon, 1h frequency408 409**Challenge ID:** 30410 411**Frequency:** hourly (PT1H) · **Horizon:** 24 hours (P1D) = 24 steps · **Context length:** 1,000 observations per series412 413Forecast German retail road-fuel prices (€/litre) reported by filling stations to the Federal Cartel Office's market-transparency unit and published through the Tankerkönig feed. The series cover three fuel grades (diesel, Super E5 and Super E10) for three cities (Berlin, Hamburg, Paderborn).414 415**Companion challenge:** ID 29 (same series at 24h horizon, 15-min frequency).416 417**Series (9)**418 419- `[1539192]` **Berlin (Diesel)**: diesel price in Berlin420- `[1539191]` **Berlin (E10)**: Super E10 price in Berlin421- `[1539190]` **Berlin (E5)**: Super E5 price in Berlin422- `[1539189]` **Hamburg (Diesel)**: diesel price in Hamburg423- `[1539188]` **Hamburg (E10)**: Super E10 price in Hamburg424- `[1539187]` **Hamburg (E5)**: Super E5 price in Hamburg425- `[1539198]` **Paderborn (Diesel)**: diesel price in Paderborn426- `[1539197]` **Paderborn (E10)**: Super E10 price in Paderborn427- `[1539196]` **Paderborn (E5)**: Super E5 price in Paderborn428