Machine Learning and Data Management in the Power and Energy Industry

Introduction

This Machine Learning and Data Management in the Power and Energy Industry training course focuses on the energy systems of the future, the energy which is not viewed as a closed system, but as a set of interconnected systems which are using big data and artificial intelligence for sustainability and adaptability. The training course is focused on creation of energy industry ability to adapt to ever changing parameters – its resilience, and in these terms the implementation of AI is the key for the foreseeable future in terms of defining the ways we will be defining the needs of the systems, adopting to the sharp changes in energy demands and providing a stable and secure energy for present and future requirements.

The participants attending this training course will learn machine learning and artificial intelligence techniques to address bottlenecks and demand changes and unleash creativity to scale up the benefits realized across the whole enterprise. It also highlights the application of artificial intelligence to learn machines, manage uncertainty, apply neural networks, and search for solutions to problems in energy systems and operations to enable new heights of integration and cognitive development, manufacturing, and production operations.

This GLOMACS Machine Learning and Data Management in the Power and Energy Industry training course will highlight:

• Cooperation between urban planners and energy professionals
• Data management for energy industry
• Use of ML for forecasts about the future performance of energy resources
• Data Quality issues resolutions in energy systems
• AI and machine learning for operational detection
• Hone digital engineering and fourth industrial revolution (4IR) skills
• Application of neural network in energy operations
• The identification of patterns and adequate responses of the energy demands trough AI

Objectives

At the end of this Machine Learning and Data Management in the Power and Energy Industry training course, you will learn to:

• Coordinate urban planning and energy use trough ML and AI
• Develop smart energy using AI and Data Management
• Planning and adaptation of additional energy resources to existing systems
• Implement smart energy planning to Power and Energy industries

Training Methodology

This Machine Learning and Data Management in the Power and Energy Industry training course will use a plethora of proven adult learning techniques with the examples of big data, machine learning and AI for energy industry.

Organisational Impact

Organizations will significantly benefit from the collective knowledge of their employees that will understand the ways to adequately Manage Energy Data, use ML and AI tools and methods to improve the effectiveness and sustainability of the system.

The organizations will:

• Enhance their understanding of Energy Data Management principles
• Learn how to properly plan incorporation of renewable energy into existing systems
• Be able to sustain the economic viability of energy system
• Improve the resilience of energy system to changes in energy demands
• Adopt the best in class solutions for Data Management, ML and AI in Energy Industry
• Use AI within energy system design and development

Personal Impact

• Identifying the energy requirements of the new era
• Learning how to address energy problems trough AI
• Understanding how to develop proper Data management system for energy industry
• Learn how to identify energy demands
• Apply techniques of innovation, Artificial Intelligence and pattern recognition