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    <title>DEV Community: Sustainable Digital Assets</title>
    <description>The latest articles on DEV Community by Sustainable Digital Assets (@sdatoken).</description>
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      <title>Nordic grid's low-inertia hours nearly quadrupled versus 2025</title>
      <dc:creator>Sustainable Digital Assets</dc:creator>
      <pubDate>Thu, 05 Nov 2026 16:18:37 +0000</pubDate>
      <link>https://dev.to/sdatoken/nordic-grids-low-inertia-hours-nearly-quadrupled-versus-2025-334p</link>
      <guid>https://dev.to/sdatoken/nordic-grids-low-inertia-hours-nearly-quadrupled-versus-2025-334p</guid>
      <description>&lt;p&gt;&lt;em&gt;By Antti Jussila, CSO, Sustainable Digital Assets Inc. &lt;br&gt;
First published at &lt;a href="https://sdafintech.com/articles/2026/nordic-low-inertia-hours" rel="noopener noreferrer"&gt;sdafintech.com&lt;/a&gt; on 14 October 2026.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;The rotors that keep spinning inside generators help steady the grid when a large power source suddenly disconnects. From January to 26 September 2026, the Nordic grid had far more hours with a low reading of that stored motion than in the same period of 2025. Finland’s grid operator had booked a rapid reserve for about three in four of those 2026 hours.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;If a large generator suddenly disconnects, electricity supply drops. Inside generators still connected to the grid, heavy rotors slow slightly, releasing some of their stored motion energy. This cushions the immediate drop in the grid’s frequency—the roughly 50 Hz rhythm of alternating current—until fast reserves respond. That cushioning effect is called &lt;strong&gt;inertia&lt;/strong&gt;. It comes from many machines already connected to the grid.&lt;/p&gt;

&lt;p&gt;The Nordic grid operators estimate that stored kinetic energy every 15 minutes across Finland, Sweden, Norway and eastern Denmark. For this analysis, we counted a clock hour if &lt;strong&gt;at least one&lt;/strong&gt; of its four readings fell below 150 gigawatt-seconds (GWs). Fingrid says 120–280 GWs is typical. We chose 150 GWs, near the bottom of that range, to compare the two years; Fingrid does not publish it as a rule for buying reserves. Fingrid is Finland’s transmission-grid operator. (&lt;a href="https://www.fingrid.fi/en/electricity-market-information/InertiaofNordicpowersystem/" rel="noopener noreferrer"&gt;Fingrid’s inertia explainer&lt;/a&gt;; &lt;a href="https://data.fingrid.fi/en/datasets/260" rel="noopener noreferrer"&gt;kinetic-energy data&lt;/a&gt;)&lt;/p&gt;

&lt;p&gt;From January through 26 September 2026, Nordic inertia dipped below 150 GWs at least once in &lt;strong&gt;1,137 separate hours&lt;/strong&gt;—&lt;strong&gt;17.6%&lt;/strong&gt; of the hours with complete data. Over the same dates in 2025, that happened in &lt;strong&gt;291 hours (4.6%)&lt;/strong&gt;. Such dips were nearly four times as common in 2026, though these records cannot tell us why.&lt;/p&gt;

&lt;h2&gt;
  
  
  The first seconds after a power loss
&lt;/h2&gt;

&lt;p&gt;Moving parts delay a sudden change but cannot restore balance on their own. Operators prepare a rapid response before it is needed. One such service is &lt;strong&gt;Fast Frequency Reserve (FFR)&lt;/strong&gt;, which can add power or cut demand in about a second during low-inertia hours. (&lt;a href="https://www.fingrid.fi/en/electricity-market/reserves/power-system-reserves/" rel="noopener noreferrer"&gt;Fingrid on reserves&lt;/a&gt;; &lt;a href="https://www.fingrid.fi/en/electricity-market/reserves/reserve-products/fast-frequency-reserve-ffr/" rel="noopener noreferrer"&gt;FFR product information&lt;/a&gt;)&lt;/p&gt;

&lt;p&gt;Too little fast reserve does not immediately cause a blackout. After a major power loss, frequency can fall without customers noticing; at 48.8 Hz, automatic protection starts disconnecting some customers to avert a wider blackout. (&lt;a href="https://www.fingrid.fi/globalassets/dokumentit/fi/sahkomarkkinat/reservit/overview_of_frequency_control_in_the_nordic_power_system.pdf" rel="noopener noreferrer"&gt;Fingrid’s Nordic frequency-control overview&lt;/a&gt;)&lt;/p&gt;

&lt;p&gt;A 100-megawatt (MW) FFR booking sets aside that much response &lt;strong&gt;capacity&lt;/strong&gt; for an hour. Fingrid pays to keep it ready; the booking is not a record of 100 megawatt-hours (MWh) of electricity delivered. Reserve units monitor grid frequency and respond automatically at their preset trigger. Fingrid’s hourly purchase data show what was reserved, but not whether it responded or by how much. (&lt;a href="https://www.fingrid.fi/en/electricity-market/reserves/reserve-markets/" rel="noopener noreferrer"&gt;Fingrid reserve markets&lt;/a&gt;; &lt;a href="https://www.fingrid.fi/en/electricity-market-information/reserve-market-information/fast-frequency-reserve/" rel="noopener noreferrer"&gt;FFR market information&lt;/a&gt;; &lt;a href="https://data.fingrid.fi/en/datasets/276" rel="noopener noreferrer"&gt;procured-volume data&lt;/a&gt;)&lt;/p&gt;

&lt;p&gt;The order of events matters. Providers submit bids the previous evening, and Fingrid confirms the next day’s hourly purchases that evening. The kinetic-energy readings in this analysis come from the &lt;strong&gt;following delivery hours&lt;/strong&gt;. A low reading at, for example, 14:15 on Wednesday could coincide with capacity Fingrid had already booked on Tuesday evening. It could not have caused that earlier booking. (&lt;a href="https://www.fingrid.fi/en/electricity-market/reserves/reserve-markets/" rel="noopener noreferrer"&gt;Fingrid reserve markets&lt;/a&gt;; &lt;a href="https://www.fingrid.fi/en/electricity-market-information/reserve-market-information/fast-frequency-reserve/" rel="noopener noreferrer"&gt;FFR market information&lt;/a&gt;)&lt;/p&gt;

&lt;h2&gt;
  
  
  Finland’s FFR bookings during low-inertia hours
&lt;/h2&gt;

&lt;p&gt;We lined up Fingrid’s Nordic inertia readings with its Finnish FFR purchases hour by hour. An hour counted only if it had all four inertia readings and a recorded FFR value, including zero. The inertia figure covers the whole Nordic grid; the purchase figure covers Finland alone. (&lt;a href="https://data.fingrid.fi/en/datasets/260" rel="noopener noreferrer"&gt;Fingrid data on kinetic energy&lt;/a&gt;; &lt;a href="https://data.fingrid.fi/en/datasets/276" rel="noopener noreferrer"&gt;FFR purchases&lt;/a&gt;)&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Period, 1 Jan–26 Sep&lt;/th&gt;
&lt;th&gt;Hours with complete data&lt;/th&gt;
&lt;th&gt;Hours with a reading below 150 GWs&lt;/th&gt;
&lt;th&gt;Of those, hours with FFR booked&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;2025&lt;/td&gt;
&lt;td&gt;6,371&lt;/td&gt;
&lt;td&gt;291 (4.6%)&lt;/td&gt;
&lt;td&gt;233 (80.1%)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;2026&lt;/td&gt;
&lt;td&gt;6,455&lt;/td&gt;
&lt;td&gt;1,137 (17.6%)&lt;/td&gt;
&lt;td&gt;854 (75.1%)&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;Both years cover the same dates, but some hours are missing a reading, especially in 2025. We left those hours out, which is why the table has different totals for the two years.&lt;/p&gt;

&lt;p&gt;The gap between the years opened in late spring and persisted through summer. September ends on the 26th in both years. The comparison does not identify a cause: these two series cannot tell us which generation technologies changed the Nordic grid’s inertia or support blaming batteries, wind or any other single factor.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ff36f5wj5i2rphm1f2dzb.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ff36f5wj5i2rphm1f2dzb.png" alt="Monthly numbers of hours with at least one Nordic inertia reading below 150 GWs. Each bar distinguishes hours when Finland had booked FFR from hours when it had not. The chart compares January through 26 September in both 2025 and 2026." width="800" height="487"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;em&gt;Hours with at least one 15-minute reading below 150 GWs. Teal shows hours with FFR capacity booked by Fingrid; amber shows hours without a positive booking. Source: Fingrid datasets 260 and 276; analysis by the author.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;For &lt;strong&gt;283&lt;/strong&gt; of the 2026 hours with low Nordic readings, Fingrid’s purchase record shows no FFR booking. That was a slightly larger share than in 2025, despite far more low readings in 2026.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fptlbo3a3knxcjp35elw0.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fptlbo3a3knxcjp35elw0.png" alt="Of hours with a Nordic inertia reading below 150 GWs, Fingrid had booked FFR for 233 of 291 hours in January–26 September 2025 and 854 of 1,137 hours in the same 2026 period. The chart also shows the remainder without a positive booking." width="800" height="288"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;em&gt;Among hours with at least one reading below 150 GWs, the proportion with FFR booked by Finland’s operator. Both bars cover 1 January–26 September; the bars show overlap, not activation or a buying rule. Source: Fingrid datasets 260 and 276.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;The overlap is informative, but it is not a scorecard for the operator. Fingrid bases its FFR need on forecasts of inertia &lt;strong&gt;and&lt;/strong&gt; the size of the largest failure it prepares for. The purchase is made ahead of time, while our comparison uses the later, measured inertia. A coincident low reading alone should not be treated as the trigger for a purchase. (&lt;a href="https://www.fingrid.fi/en/electricity-market/reserves/reserve-products/fast-frequency-reserve-ffr/" rel="noopener noreferrer"&gt;Fingrid FFR product information&lt;/a&gt;)&lt;/p&gt;

&lt;h2&gt;
  
  
  The gap survives a tougher test
&lt;/h2&gt;

&lt;p&gt;The low readings were not confined to isolated quarter-hours. In &lt;strong&gt;940 hours&lt;/strong&gt; of 2026, all four readings fell below 150 GWs; the same test found &lt;strong&gt;224 hours&lt;/strong&gt; over the matching dates in 2025. Fingrid had booked FFR for most of those hours in both years.&lt;/p&gt;

&lt;p&gt;The 150 GWs mark is useful for a consistent comparison, but a different line would produce different counts. Fingrid’s typical range of 120–280 GWs does not make either endpoint a rule for buying FFR. The available records also do not show why Nordic inertia changed between these years. Explaining that would require generation and system-operation evidence beyond these two series.&lt;/p&gt;

&lt;h2&gt;
  
  
  Why battery storage matters
&lt;/h2&gt;

&lt;p&gt;As wind and solar displace conventional generation, fewer generator rotors may be online in some hours. Lower inertia lets frequency fall faster after a sudden power loss, increasing the need for FFR. EV charging adds demand; it does not itself lower inertia. Batteries can provide FFR if they pass the grid operator’s tests. (&lt;a href="https://www.fingrid.fi/globalassets/dokumentit/fi/tiedotteet/ajankohtaista/julkaisu-wind-and-solar-in-the-nordic-reserve-markets-id-431541.pdf" rel="noopener noreferrer"&gt;Nordic grid operators on wind, solar and FFR&lt;/a&gt;; &lt;a href="https://www.fingrid.fi/en/electricity-market/reserves/reserve-products/fast-frequency-reserve-ffr/" rel="noopener noreferrer"&gt;Fingrid’s FFR requirements&lt;/a&gt;)&lt;/p&gt;

&lt;p&gt;Sustainable Digital Assets Inc., issuer of &lt;a href="https://sdafintech.com/documentation/whitepaper" rel="noopener noreferrer"&gt;SDA Token (SDA)&lt;/a&gt;, lists battery energy storage systems (BESS) among its proposed projects. If built, qualified and selected in Fingrid’s hourly market, they would supply FFR capacity during low-inertia hours. (&lt;a href="https://sdafintech.com/projects" rel="noopener noreferrer"&gt;SDA’s proposed projects&lt;/a&gt;; &lt;a href="https://www.fingrid.fi/en/electricity-market/reserves/reserve-products/fast-frequency-reserve-ffr/" rel="noopener noreferrer"&gt;Fingrid’s FFR market&lt;/a&gt;)&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;How we checked the data:&lt;/strong&gt; We matched Fingrid’s &lt;a href="https://data.fingrid.fi/en/datasets/260" rel="noopener noreferrer"&gt;Nordic kinetic-energy readings&lt;/a&gt; with its &lt;a href="https://data.fingrid.fi/en/datasets/276" rel="noopener noreferrer"&gt;FFR purchases&lt;/a&gt; for the same hour. We counted only hours with every reading present. Some records from 2025 are stamped a minute early and overlap the regular readings, so we left them out of the main count. Using them to fill gaps barely changes the result; we have not found an explanation for the shift. The &lt;a href="https://sdafintech.com/articles/2026/nordic-low-inertia-hours#about-the-data" rel="noopener noreferrer"&gt;data explainer&lt;/a&gt; defines the table, and the Fingrid datasets named in the data section below let anyone repeat the count. Please credit Fingrid if you reuse the data or charts.&lt;/p&gt;

&lt;h2&gt;
  
  
  Data and licence
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Source:&lt;/strong&gt; Fingrid Open Data, datasets &lt;a href="https://data.fingrid.fi/en/datasets/260" rel="noopener noreferrer"&gt;260&lt;/a&gt; (kinetic energy in the Nordic power system) and &lt;a href="https://data.fingrid.fi/en/datasets/276" rel="noopener noreferrer"&gt;276&lt;/a&gt; (Fast Frequency Reserve, procured volume), licensed under &lt;a href="https://creativecommons.org/licenses/by/4.0/" rel="noopener noreferrer"&gt;CC BY 4.0&lt;/a&gt;. &lt;br&gt;
&lt;strong&gt;Modified:&lt;/strong&gt; we joined the two series by clock hour, counted hours with at least one 15-minute reading below 150 GWs, and aggregated the counts by month. Retrieved 27 September 2026; data to 26 September 2026. Not endorsed by Fingrid.&lt;/p&gt;

&lt;p&gt;To repeat the count, register at &lt;a href="https://data.fingrid.fi/en/about" rel="noopener noreferrer"&gt;data.fingrid.fi&lt;/a&gt;, request an API key, download both datasets for 1 January 2025 to 26 September 2026, join them by hour, keep hours with all four readings and an FFR value (zero counts), and count hours with any reading below 150 GWs. The monthly counts and summary figures are on the &lt;a href="https://sdafintech.com/articles/2026/nordic-low-inertia-hours" rel="noopener noreferrer"&gt;original article&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Disclosure:&lt;/strong&gt; Antti Jussila is Chief Strategy Officer of Sustainable Digital Assets Inc., the issuer of SDA Token (SDA). The article was written and published by the issuer. It is informational and is not investment advice. Information about SDA Token is in the &lt;a href="https://sdafintech.com/documentation/whitepaper" rel="noopener noreferrer"&gt;white paper&lt;/a&gt; and the &lt;a href="https://sdafintech.com/documentation/risk-disclosures" rel="noopener noreferrer"&gt;risk disclosures&lt;/a&gt;.&lt;/p&gt;

</description>
      <category>energy</category>
      <category>data</category>
      <category>datascience</category>
      <category>sustainability</category>
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