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Artificial Intelligence and electricity consumption during the war in Ukraine

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On February 24 2022, after the attack on Ukraine by the Russian Federation, the war began for everyone, each defending the country by working, doing what he and she can and helping the Armed Forces of Ukraine. Work on the economic front helps to protect Ukraine too.

Providing the country with electricity is necessary for the army, business and every citizen. Those who, unfortunately, have experienced light outages, understand even more how important it is not only for work, but for maintaining morale and life. We thank all power engineers from the generation and distribution of electricity for their excellent work, for our part we help the following:

One of the solutions in a-Gnostics, which also continues to work during the war, is to forecast electricity consumption in Ukraine. It is necessary to make an hourly forecast for market for the day ahead. The solution for forecasting energy consumption we started to develop before the launch of a new electricity market in Ukraine on July 1, 2019, and successfully implemented it for several enterprises. Machine Learning and Artificial Intelligence are used for more accurate forecasting.

a-Gnostics DataDome ECF Ukraine Electricity Consumption

a-Gnostics DataDome ECF Ukraine Electricity Consumption

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[UA]: Штучний інтелект та споживання електроенергії в Україні під час війни, як працює a-Gnostics

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24 лютого 2022, після нападу на Україну Російською Федерацією, війна почалася для всіх, кожен і кожна боронить країну тим, що працює, робить те, що вміє найкраще і матеріально допомагає Збройним Силам України. Роботи на економічному фронті також допомагають захищати Україну.

Забезпечення країни електроенергією необхідне для армії, бізнесу та кожного громадянина. Ті, хто, на жаль, стикнувся із відключеннями світла, ще більше розуміє наскільки це є важливим товаром не тільки для роботи, а підтримки морального стану та життєдіяльності. Дякуємо всім енергетикам від генерації та розподілу електричної енергії за чудову роботу, зі свого боку ми допомагаємо наступним:

Одне із рішень в a-Gnostics, яке також продовжує працювати під час війни — прогнозування споживання електроенергії в Україні. Потрібно робити погодинний прогноз для РДН (ринок на добу наперед). В загальному вигляді, задачу прогнозування споживання енергоресурсів ми почали вирішувати, що до запуску нового ринку електроенергії 1 липня 2019 року, і успішно впровадили для декількох промислових корпорацій. Використовуються методи машинного навчання та штучного інтелекту для більш точного прогнозування.

a-Gnostics DataDome ECF Ukraine Electricity Consumption

a-Gnostics DataDome ECF Ukraine Electricity Consumption

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What’s new in a-Gnostics 2.0. Industrial AI service focused on anomaly detection and equipment failure prediction

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We are excited to release a-Gnostics 2.0, the service for rapid development of predictive analytics models, and would like to share details about the platform architecture and the new features available in this release.

Anomaly Detection and Equipment Failure Prediction General

Anomaly Detection and Equipment Failure Prediction General


a-Gnostics, SoftElegance company, implements an Industrial AI service focused on anomaly detection and equipment failure prediction. The service is tailored to multivariable processes and timeseries data, retrieved from industrial equipment to automatically and accurately indicate normal, pre-failure, and failure statuses. The main objective is to apply machine learning and artificial intelligence to predict failures before they occur.

Failure Prediction service at a-Gnostics DataDome

Failure Prediction service at a-Gnostics DataDome

There are a variety of services known as A-SETS that are offered to the customers by the a-Gnostics platform.

The A-SETS all fall into the following high-level categories:

  • The forecasting of electricity consumption by counties and regions, with 96–99% accuracy.
  • The forecasting of energy resources (electricity and natural gas) consumption by large factories, with about 95% accuracy.
  • The forecasting of solar (PV) stations generation, with the accuracy of up to 90%.
  • Failure prediction, anomaly detection, and predictive analytics for industrial equipment, such as boilers at thermal power plants.
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    Merry Christmas and Happy New Year 2021

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    Wishing you Merry Christmas & a Happy New Year from SoftElegance!

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    Clutch Award 2019

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    SoftElegance Named Top IT & Business Services Provider in Ukraine by Clutch

    We are excited to announce that SoftElegance is officially featured as a leading company in the recent Clutch’s report highlighting the top service providers in Ukraine.

    When your company is suffering from an information technology issue, you want to find a team that has proactive management, is experienced, and understands your business to fix it. The deliverables offered should also be graceful and stylish in appearance. In other words, you want those solutions to be elegant.

    At SoftElegance, our talented developers provide reliable services for implementation of SaaS systems, sophisticated business solutions, engineering applications, and business processes automation software.

    We are excited to announce that  our analytics expertise has earned us a 2019 Clutch Eastern Europe award as a leading IT and business services provider in Ukraine.

    “Being awarded by Clutch is a big honor for our company. For years we recognize Clutch to be the best way to reach the right audience and get exceptional long-term partnerships,” – CEO, SoftElegance.

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    Report from Interpipe Industry 4.0 conference 2018

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    We have some last Industry 4.0 news!

    5-6 July there was a conference “Technologies 4.0 in the industry” in Dnipro on Interpipe location. Representatives from leading companies were discussing industry issues and innovations.

    Yaroslav Nedashkovsky and Volodymyr Vargola on Interpipe Industry 4.0 conference

    Yaroslav Nedashkovsky and Volodymyr Vargola on Interpipe Industry 4.0 conference

    SoftEleganse was represented by Data Architect Yaroslav Nedashkovsky and Business Development Director Volodymyr Vargola.
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    SoftElegance celebrates 25th anniversary of the company!

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    Great celebration! 25 years on the market

    Actually, we want to share with you our joy.
    The previous weekend we had company’s anniversary and us proud that our outsourcing ship on market waves already 25 years!
    Of course, we’d celebrate this date grandiosely. It’s summer now, so our little company’s family ridden out on the barbecue in the countryside.

    Rewards for 25th anniversary SoftElegance

    Rewards for SoftElegance’s employees

    We had bow and arbalest shooting range, volleyball and beach sitting bags. Some of us even opened a swimming season!
    And of course after all activities, we had catering and all employees got rewards for their years of work.

    Work hard, play hard!
    For more updates please follow us on Twitter, Facebook and LinkedIn.

    SoftElegance became a member of APPAU

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    Now we’re part of Industry 4.0 Ukraine. Hurray!

    Not so long ago SoftElegance became APPAU member.
    For us, it’s an honour to be part of such innovative direction as Industry 4.0 in Ukraine.

    Industry 4.0 in Ukraine

    Industry life in Kyiv, Ukraine

    We proud to be part of Ukrainian Industry 4.0 society because it’s a new significant part of future in general. And our European and American partners too close to this future. We have to join forces for going hand in hand with world leaders and direct this power to new technologies development.
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    Why Businesses Need Artificial Intelligence For Marketing

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    Guest post about relationship between Marketing and AI

    Hi all!
    We want to share a new food for thought. And today it’s a guest post from the content team at
    So here’re a little introduction and infographic:

    “Whenever we talk about technology we are referring to something that is always in a state of flux and change. Therefore we might have come across technologies only in books and other such imaginary situations. However, the same are no longer imaginary but are slowly becoming real. Today the buzzword in technology is artificial intelligence or AI as many people would like to call it. It is being used selectively in some areas. However, over the years it is quite likely to have much wider acceptance and become important as far as businesses, trade and commerce are concerned. We are sharing some useful information which we are sure will help you to understand AI a bit more.”


    For more updates please follow us on Twitter, Facebook and LinkedIn.

    AI & Big Data Day 2018 and Cybersecurity case study

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    Yaroslav Nedashkovsky presented Cybersecurity case study

    On 10 March there was AI & Big Data Day. It’s one of the biggest innovation technologies event in western Ukraine.

    AI & Big Data Day 2018

    Yaroslav Nedashkovsky on AI & Big Data Day 2018

    40 speakers and more than 400 participants: data scientists, data engineers, developers, startup entrepreneurs, investors and stakeholders from Ukraine, Germany, the Czech Republic, Switzerland, the USA, Canada and Eastern Europe.
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