Data Analytics and AI in Power System Operations Course

Apply data analytics and AI to forecasting, anomaly detection, asset health and grid operations with robust validation and responsible governance.

Electrical Power and Energy Engineering Training Courses Confirmed

Data Analytics and AI in Power System Operations Course

Training Outlines

Introduction

This course shows how data analytics and artificial intelligence can support safer, more efficient power-system operations. It combines data engineering, statistical analysis and machine learning with forecasting, anomaly detection, asset intelligence, control-room applications, validation and responsible deployment.

Objectives

Design reliable data pipelines for operational power-system analytics.
Clean, align and contextualise SCADA, PMU, meter and asset data.
Apply statistical and machine-learning methods to operational problems.
Develop load, renewable-generation and demand forecasts.
Detect anomalies, disturbances and emerging equipment failures.
Use analytics to strengthen situational awareness and decisions.
Validate model performance, uncertainty and operational robustness.
Establish explainability, cybersecurity and model-governance controls.

Course Outlines

Day 1: Power-System Data Foundations

Operational analytics use cases
SCADA, PMU and smart-meter data
Asset, weather and market datasets
Data architecture and time alignment
Missing data and quality treatment
Feature engineering for power systems

Day 2: Analytical and Machine-Learning Methods

Exploratory and statistical analysis
Regression and classification methods
Clustering and dimensionality reduction
Time-series modelling principles
Neural networks and deep learning
Performance metrics and cross-validation

Day 3: Forecasting and Uncertainty

Short-term load forecasting
Renewable-generation forecasting
Net-load and ramp prediction
Weather-feature integration
Probabilistic forecasts and intervals
Concept drift and forecast monitoring

Day 4: Asset and Grid Operational Analytics

Anomaly and event detection
Predictive maintenance applications
Equipment health scoring
State-estimation data screening
Dynamic security assessment support
Operator decision-support design

Day 5: Deployment and Responsible Governance

Model integration with operational systems
Online inference and latency constraints
Explainability and human oversight
Cybersecurity and access controls
Lifecycle monitoring and retraining
Operational AI deployment case study

Training Locations

This Data Analytics and AI in Power System Operations Course is available in multiple cities. Please select your preferred location from the list below

Durrës

Albania

Tirana

Albania

Andorra la Vella

Andorra

Escaldes-Engordany

Andorra

Innsbruck

Austria

Salzburg

Austria

Vienna

Austria

Gomel

Belarus

Minsk

Belarus

Antwerp

Belgium

Brussels

Belgium

Banja Luka

Bosnia and Herzegovina

Sarajevo

Bosnia and Herzegovina

Plovdiv

Bulgaria

Sofia

Bulgaria

Dubrovnik

Croatia

Split

Croatia

Zagreb

Croatia

Limassol

Cyprus

Nicosia

Cyprus

Brno

Czech Republic

Prague

Czech Republic

Aarhus

Denmark

Copenhagen

Denmark

Tallinn

Estonia

Tartu

Estonia

Helsinki

Finland

Tampere

Finland

Lyon

France

Marseille

France

Nice

France

Paris

France

Berlin

Germany

Frankfurt

Germany

Hamburg

Germany

Munich

Germany

Athens

Greece

Thessaloniki

Greece

Budapest

Hungary

Debrecen

Hungary

Akureyri

Iceland

Reykjavík

Iceland

Jakarta

Indonesia

Cork

Ireland

Dublin

Ireland

Florence

Italy

Milan

Italy

Naples

Italy

Rome

Italy

Osaka

Japan

Tokyo

Japan

Pristina

Kosovo

Prizren

Kosovo

Liepāja

Latvia

Riga

Latvia

Schaan

Liechtenstein

Vaduz

Liechtenstein

Kaunas

Lithuania

Vilnius

Lithuania

Esch-sur-Alzette

Luxembourg

Luxembourg City

Luxembourg

Kuala Lumpur

Malaysia

Malé

Maldives

St. Julian's

Malta

Valletta

Malta

Bălți

Moldova

Chișinău

Moldova

La Condamine

Monaco

Monte Carlo

Monaco

Budva

Montenegro

Podgorica

Montenegro

Amsterdam

Netherlands

Rotterdam

Netherlands

The Hague

Netherlands

Abuja

Nigeria

Lagos

Nigeria

Port Harcourt

Nigeria

Ohrid

North Macedonia

Skopje

North Macedonia

Bergen

Norway

Oslo

Norway

Gdańsk

Poland

Kraków

Poland

Warsaw

Poland

Faro

Portugal

Lisbon

Portugal

Porto

Portugal

Bucharest

Romania

Cluj-Napoca

Romania

City of San Marino

San Marino

Serravalle

San Marino

Belgrade

Serbia

Novi Sad

Serbia

Singapore

Bratislava

Slovakia

Košice

Slovakia

Bled

Slovenia

Ljubljana

Slovenia

Incheon

South Korea

Seoul

South Korea

Barcelona

Spain

Madrid

Spain

Valencia

Spain

Sri Jayawardenepura Kotte

Sri Lanka

Gothenburg

Sweden

Stockholm

Sweden

Bern

Switzerland

Geneva

Switzerland

Zurich

Switzerland

Kaohsiung

Taiwan

Taipei

Taiwan

Ankara

Turkey

Istanbul

Turkey

Kyiv

Ukraine

Lviv

Ukraine

Odesa

Ukraine

Dubai

United Arab Emirates

Birmingham

United Kingdom

Edinburgh

United Kingdom

London

United Kingdom

Manchester

United Kingdom

Rome (Vatican-adjacent)

Vatican City

Training Schedule

Below is the table of cities along with the respective dates for the upcoming training sessions of Data Analytics and AI in Power System Operations Course. Please review the schedule to find the most convenient option for you. You can also use the below search bar to type the city name and filter the results.