This Data Mining and Artificial Intelligence for Energy Sector training course is designed for professionals and companies that want to utilize predictive and prescriptive analytics and software for energy production, storage, distribution and overall optimization of the energy system as a whole. By 2050 the world will need to provide 30% more energy than it produces now, and the network level optimization is the key for the saving of energy, which will lead to save money and sustain and upgrade customer and stakeholder satisfaction. Incredible as it may seem but the world could save almost 20% of energy if it would just improve its consumption, by delivering energy only when and where it is required, the prediction of the energy use patterns with the use of Big Data, Data Mining and Artificial Intelligence (AI) should provide the answer to the questions of energy saving and optimization of energy resources use.
By using AI and digitization methods creating of the virtual twins of the energy and industry systems help the entities and communities achieve high level of energy savings as well as high optimization of industry processes, as they provide the possibilities of experimentation, innovation, simulation and forecasting. The digital energy transformation is expected to generate trillion of dollars for the energy industry, therefore Industry 4.0 and its energy production and consumption requirements are at the doorstep, and this Energy Training Centre training course is designed to help you not to be late onboard.
The objective of this Data Mining and Artificial Intelligence for Energy Sector training course is to prepare the delegates for the digital world and the requirements of Industry 4.0 as it is becoming present in all the sectors, and shows special opportunities in the area of energy preservation and optimization.
At the end of this Energy Training Centre training course, the participants will learn to:
- Apply the data mining methodology for energy usage patterns
- Effectively utilize Artificial Intelligence algorithms for real-time optimization
- Identify key areas where the Data Mining and Artificial Intelligence can be utilized
- Understand the benefits through the example cases
- Use Data Mining and Artificial Intelligence methods for optimization of spinning reserves
This training course will utilize a variety of proven adult learning techniques to ensure maximum understanding, comprehension and retention of the information presented. It includes theoretical presentation of the concepts, but the emphasis will be on the exercises performed by the delegates with the guidance of the instructor.
The participants will be “learning by doing” as the course is designed around the project of designing a novel product for the digital world. Delivery will be by presentation, group syndicate exercises, training e-manual and interactive seminars, as well as group discussion on the results of the exercises.
The energy consumption has increased multi-fold, and it continues to be one of the most important, if not the most important issue in the modern world. The modern world simply cannot function without energy, and wastes of energy or shortages create enormous damages and great disturbances. Energy saving and optimization art therefore paramount for the success of any industry, organization or enterprise, and as a result of sending their employees on this training course, organizations can expect to benefit from:
- Acquiring the employees that understand the importance of optimization
- The knowledge of how to create digital twins of the unit, company or a system
- Identify the optimization opportunities
- Understand the use of Artificial Intelligence and Simulation in energy and industry
- Learn the data mining techniques
Â
The participants will learn how to perform the data mining, identification of algorithms used in Artificial Intelligence which are beneficial for their respective industries, proper use of the technology; specifically, delegates will acquire:
- The structured way of data mining in their respective industries
- Knowledge on how to differentiate good data from the noise and biased data
- The understanding on how to find hidden patterns within the data
- Step-by-step process of digital twins’ creation
- How to avoid common pitfalls of Industry 4.0
This Data Mining and Artificial Intelligence for Energy Sector training course is suitable to a wide range of professionals but will greatly benefit:
- Professionals who wants to learn techniques of Data Mining and Artificial Intelligence
- Team Leaders, Supervisors, Section Heads, and Managers
- Professionals who have an interest in Data Science
- Technical Professionals including those in Maintenance, Engineering and Production
- Project Managers
- Anyone interested in optimization and energy consumption reduction
DAY ONE: DATA MINING AND PATTERN RECOGNITION
- Data Mining Process
- Data Preparation
- Association and Pattern Recognition
- Data Mining in Energy Industry
- Data Mining-clusters and Outliers
DAY TWO: ARTIFICIAL INTELLIGENCE ALGORITHMS
- Artificial Intelligence Development
- Linear Regression
- Logistic Regression
- Decision Tree
- Support Vector Machine
- Other Algorithms Applied in Artificial Intelligence (AI)
DAY THREE: ENERGY DISTRIBUTION PLANNING AND OPTIMIZATION
- Energy Storage Planning
- Managing Incidents and Instrument Failures
- Energy Grid Management
- Energy Consumption Forecasting
DAY FOUR: DEVELOPING DIGITAL TWINS
- Digitization of Industry and Energy
- Optimal Power Flow Problem Formulation
- Neural Network Application to Optimal Power Flow
- Particle Swarm Optimization for Optimal Power Flow
- Total Transfer Capability Enhancement by Evolutionary Algorithm
DAY FIVE: SIMULATION, MACHINE LEARNING AND SMART CONTRACTS
- Dynamic Simulation of Industry Systems
- Simulation of Unit Commitment Problem
- Machine Learning for Renewable Energy
- Forecasting Renewable Energy Generation
- Smart Contracts within the Energy Industry
We offer two main training formats to cater to different preferences and needs:Â
- Classroom Training Delivery – Our traditional classroom-based training courses provide a face-to-face learning experience with subject matter experts. You’ll benefit form in-person interactions, hands-on exercises, and a structured classroom environment.
- Online Training Delivery – We also offer convenient live/online training courses that you can access from anywhere with a stable internet connection. These courses provided flexibility and allow you to learn anywhere, making them suitable for busy schedules or remote learning.
The Energy Training Centre Certificate of Completion with corresponding learning hours who has successfully completed the training course.
Yes, we provide assistance by issuing a Letter of Invitation stating that you are confirmed to attend our training.
We value transparency and are happy to provide our instructor’s profiles upon request. If you would like to learn more about our instructor’s’ qualifications, expertise, and experiences, please email us at info@energytraining.ae.
Yes, we do. We provide tailored training courses designed to meet the specific requirement of larger group of individuals. These customized training courses can be conducted both classroom and online formats, allowing you the flexibility to choose you preferred dates and duration.
Please contact us at inhouse@energytraining.ae to discuss your group’s training needs, and we’ll work with you to create a personalized training course that aligns with your objectives.
We have multiple international training venues. You may find this through our website link:Â https://energytraining.ae/training-locationsÂ
Our training courses are held at our partnered hotels within the city included within our training
Yes, here are the following options we can offer to assist you:
- Corporate Discount – We can extend our corporate discount to participants staying at the same hotel, if we have any. Please enquire about the availability of this discount when you register for the training course.
- Nearby Hotel Suggestions – If you prefer other accommodations, we can provide a list of nearby hotels to suit your needs and budget.
Feel free to go through hotel booking platforms on the internet to find the most cost-effective for you.
No, we do not provide job placement services after the training course. However, we are confident that our training course equips you with the necessary tools and knowledge to enhance you career prospects and promote career growth. Our training course are designed to empower you with valuable skills and expertise to excel in your chosen field.
- Tuition fee for a 5-day training course
- Provision of a world-class subject matter expert to deliver this training
- Meeting at a hotel venue corresponding to your chosen session
- Welcome food and drinks, AM / PM snack, and Lunch
- Digital course materials (e-Tablet)
- Course completion certificates
- Designing and administration of Pre-& Post Course Assessments
- Preparation of participant’s Performance and Appraisal Report, if required
- Issuance of Letter of Invitation for delegates needed visa processing, if required
- Tuition fee for a 5-day online training course
- Provision of a world-class subject matter expert to deliver this training through live/virtual delivery
- An electronic copy of the training manual and relevant hand-outs
- Issuance of The Energy Training Centre e-Certificate of Completion
- Administration of Pre-& Post Workshop Assessments
- Link access of online platform acceptable to both parties
Certainly, we do provide corporate rates tailored for organizations seeking to enrol multiple employees in our training programs. To facilitate this, we encourage you to make a formal request via email addressed to info@energytraining.ae. We’ll be delighted to discuss and offer a suitable arrangement for your corporate needs.
Yes, special discounts are available upon request if you have more than one registrant for a course. For further information please email us at info@energytraining.ae
We offer two convenient payment options:
- Bank Transfer – You can make payment via bank transfer. Once your registration is confirmed, you will receive an invoice with the banking details for the transfer. We would require you to supply a swift copy for us to confirm receipt of funds.
- Payment Link – Alternatively, we provide a secure payment link that you can use to complete your payment after your registration has been confirmed.
Upon receipt of your registration details sent via email at reg@energytraining.ae, we will send you the following by e-mail within 24-48 hours of registration.
- Joining Instructions
- Invoice/receipt (where appropriate)
 If you register online, you will receive an e-mail on the same day confirming your registration.
There are two convenient options to register for a training course:
- Online Registration Form – Register for your desired training course by completing the online registration form available on our website. Simple click on the registration button or select your preferred dates and provide the requested information.
- Email Registration – You can email us your intention to register at info@energytraining.ae. Our team will guide you through the registration process and provide assistance you may need.
Yes, we do allow registration transfers in the event that you are unable to attend the training course. To initiate a transfer, please send us an official email requesting the change. We’ll guide you through the transfer process and ensure a smooth transition of your registration to another eligible participant.
Our training course sessions are scheduled and posted on our website for your convenience. However, we understand that there may be specific requirement for your group. If you have a preferred venue and specific training dates in mind, please feel free to propose them to us by clicking on the button “Propose you preferred location & date” of your preferred training course.
Our course timings slightly vary between the cities we offer our training courses. Please let us know of your preferred course and session (dates/venue) through email at info@energytraining.ae. Alternatively, you may call/WhatsApp us at +971 50 746 0956.
We understand that time zones may be different between our Senior Consultants and our delegates. Our standard online course timings (11:00 AM to 4:00 PM, GMT+4 – Dubai, UAE) may be adjusted upon confirming the programme. Our team shall communicate between the confirmed registered delegates and suggested a suitable course timing for all.
Our standard course duration for our classroom programmes is 6 hours per day while our online session is 5 hours per day.
Our training programmes are designed to be concise yet comprehensive, focusing on professional development. The duration varies based on the specific course content and objectives – we normally offer programmes between 5 – 10 days. However, our emphasis lies in delivering interactive and engaging sessions that prioritize depth of learning within a condensed timeframe. This approach ensures participants acquire substantial knowledge and skills efficiently.
We have been assessed by TUV Rheinland Middle East FZE and comply with Quality Management System standards – ISO 9001:2015 and ISO 29993:2017, ensuring a commitment to quality and excellence in our operations and services.
Our training courses span across diverse industries, encompassing sectors such as but not limited to:
- Power & Utilities
- Oil & Gas
- Financial Institutions
- Government and Regulatory bodies
- Manufacturing & Production Industry
Our commitment lies in continuously refining and expanding our training course offerings to align with evolving industry landscapes. We encourage individuals to explore our website or engage with our dedicated support team for the latest information on available courses, ensuring access to the most pertinent and current educational resources.
Yes, Energy Training Centre is an ILM Recognised Provider (ID# 002398B), authorized to register learners and offer training courses recognized by ILM. Participants seeking ILM Recognised Certification would need to complete an assessment post the ILM Recognised courses. ILM is a renowned provider of leadership and management qualifications, part of the City and Guilds Group. Additionally, our company is a CPD Certified Training Company, ensuring our commitment to continuous professional development standards.
