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Singapore: thermal generation doesn't account for oil and biomass, and configuration wrongly assumes all Steam Turbine generation is renewable #6508
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Is there any evidence to indicate that they run on oil in Singapore? Certainly I would be surprised if a small country with well-developed infrastructure reported "gas turbine" generation but actually fired it with oil.
Should we use Our World in Data data over operator-provided data in this case? https://www.ema.gov.sg/resources/statistics/plant-mix-for-electricity-generation with linked PDF or XLS https://www.ema.gov.sg/content/dam/corporate/resources/statistics/files/excel/Plant-mix.xls.coredownload.xls gives following averages for 2022: "combined-cycle plants" 95.61%, solar 1.17% (though noting that it's estimated), "others" 3.08%, and "steam plants" 0.14% averaged over year (though it went to 0 in September 2022 and stayed at 0) https://www.ema.gov.sg/resources/statistics/fuel-mix-for-electricity-generation showing "the contribution of the various fuel types towards gross electricity generation" gives "natural gas" as source for 92% of generation in 2022, "petroleum products" as 2.57%, and "others" as 5.41% (so assuming solar is around 1.4%, that's about 4% of "others" unaccounted for). I wonder if some of the differences is due to local generation at big industry locations? |
A bit more of a breakdown for 2022 here: https://www.ema.gov.sg/resources/singapore-energy-statistics/chapter2 that specifies that Coal is 1% and others 4.4%. |
To clarify, gas turbine is a type of engine. The word 'gas' doesn't mean 'natural gas' here, but that the working fluid is in gaseous form. Quoting ChatGPT:
See also https://en.wikipedia.org/wiki/Combined_cycle_power_plant#Fuel_for_combined_cycle_power_plants |
Interestingly, most of the 'other' generation is further specified in the Excel files one can download at the right of the page. (This is from the "Tidy Data (XLSX, 4 MB)" file, tab T2.1. Note that it also has e.g. capacity data.) Unfortunately it's only biomass and municipal waste, but it's still a significant part of 'other' generation. |
@mathilde-daugy do you have some insights or opinions here? |
@VIKTORVAV99 I will investigate this in more detail tomorrow. Right off the bat I would say that we should not make any hasty changes because our parser is a live parser and we won't be able to backfill the data :) After a first read, I do think that we should aggregate all non solar production and adjust the EF! |
When did this happen?
The unknown='renewable' part since 2020, the rest even longer (possibly from the beginning).
What zones are affected?
SG
What is the problem?
The actual energy generation breakdown according to Our World in Data
For comparison, ElectricityMap incorrectly reports 96.2% gas and 2.65% 'unknown' generation for the same year. (As well as solar.)
Proposed solution
Map all non-solar generation to 'unknown' and add a custom carbon intensity override, like was done with e.g. El Salvador (#6412) and other countries.
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