Problem-Based Learning Program in Collaboration with RKGIT and Eleve8 Solution Private Limited

Centers around solving real-world problems through Machine Learning, Artificial Intelligence & IoT Technologies in collaboration with RKGIT & Eleve8 Solution Private Limited.

21st Century Learning Program: Reflects the emphasis on skills relevant to the modern world through projects.

Project Objective:- To safeguard solar companies from incurring financial losses

What led to the decision to address this specific business issue?

The business problem of analyzing the performance and efficiency of the solar power plant was selected because of its relevance and significance in the renewable energy industry. Solar power is an increasingly important source of clean energy, and optimizing the performance of solar power plants is crucial to ensure their viability and contribute to sustainable energy generation.

By analyzing the data from the solar power plant, insights can be gained into its operational patterns, energy generation trends, and the impact of weather parameters on performance. Addressing this problem allows for identifying areas of improvement, enhancing power generation efficiency, and maximizing energy output, ultimately leading to better utilization of resources and more sustainable energy production.

There are some multinational Solar power plant companies out there such as SunPower Corporation, Canadian Solar, Tesla Energy, Enphase Energy, and SMA Solar Technology which are leading providers of Solar Inverters and Energy management systems for Commercial, Residential, and Utility-scale solar installation despite the fact that these are big MNCs but they are unable to get high ROI and faces badly financial losses due to the operational expenses and not having proper Energy Production Analysis.

Here we come up with a solution to avoid these financial losses as the result of these Hypothesis

Hypothesis 1

Weather Parameters Impact Solar Power Generation

Null Hypothesis (H0)

Weather parameters, such as solar irradiance, ambient temperature, and module temperature, do not significantly affect solar power generation.

Alternative Hypothesis (H1)

Weather parameters have a significant impact on solar power generation, and changes in weather conditions lead to variations in energy output.

Energy Utility Project : Coordinated Technology Program by RKGIT and Eleve8 Solution Private Limited

Collaborative learning with RKGIT students and Eleve8 Solutions to explore groundbreaking sustainable tech innovations can be an exciting and impactful endeavor.

It’s fantastic to hear that 30 students have successfully executed an impactful Energy Utility project while mastering a range of technologies such as Machine Learning (ML), Artificial Intelligence (AI), Internet of Things (IoT), databases, and various tech applications. This accomplishment reflects a commendable commitment to innovation and addressing real-world challenges.

During this program, a significant milestone was the successful creation, implementation, and supervision of fault-tolerant, highly accessible, and expandable Machine Learning solutions. This achievement highlighted the students’ ability to apply their academic expertise to practical, real-world scenarios.

Throughout the program’s duration, the students were fully immersed in a practical examination of the Energy Utility sector. They actively participated in the planning and execution of a live project tailored to offer a thorough comprehension of several key components:

Energy Management

Students gained hands-on experience in managing energy resources efficiently, optimizing consumption, and addressing power-related challenges.

Data Analysis

They delved into data analysis, including the collection, processing, and interpretation of data from various sources within the Energy Utility domain.

Predictive Modeling

Students honed their skills in predictive modeling, enabling them to forecast energy demand, identify potential faults, and suggest proactive maintenance strategies.

System Reliability

The program emphasized system reliability, with students working on solutions to ensure uninterrupted energy supply and minimize downtime.

Scalability

Students explored strategies for scaling Machine Learning solutions to accommodate the evolving needs of the Energy Utility sector.

Fault Tolerance

They developed expertise in creating fault-tolerant systems that can withstand unexpected disruptions and maintain operational integrity.

This holistic approach provided students with a well-rounded understanding of the challenges and opportunities within the Energy Utility domain, equipping them with practical skills and knowledge to excel in the field.

How do the selected specific outcomes align with the business problem supported by business and/or academic literature?

The selected specific outcomes are closely aligned with the business problem supported by both business and academic literature in the context of the energy crises and failures in the solar power generation industry. Here’s how they align:

Weather Input Features

Business and academic literature have repeatedly emphasized the importance of considering weather input features in solar power generation. Neglecting these features has led to energy crises in the past. The specific outcomes, which include Energy generation per day, Peak power generated by the inverter per day, and Peak global incident irradiance per day, directly address this concern by incorporating critical weather-related factors into the prediction model.

Financial Analysis and Energy Trading

The outcomes from the prediction model are pivotal in financial analysis, energy trading, and optimizing export strategies. This alignment with the literature is crucial because it underlines the significance of data-driven decision-making in energy utility operations. Academic research often highlights the need for leveraging data to make informed financial decisions in the energy sector.

Operational Cost-Cutting

Business literature frequently discusses the need for operational cost-cutting in the energy industry. The specific outcomes provide multiple options for achieving this objective by optimizing energy generation and export strategies, ultimately contributing to cost savings. This aligns with the broader industry focus on efficiency and cost reduction.

Consumer Demand and Supply Stabilization

Aligning with academic literature, the outcomes also contribute to stabilizing consumer demand and supply in the energy sector. By better predicting energy generation and optimizing export strategies, the industry can ensure a more consistent and reliable energy supply, addressing past issues of energy failures and crises.

Bridging the Gap Between Theory and Application

Business and academic literature often highlight the gap between theoretical knowledge and its practical application. The Energy Utility Project serves as a practical platform for students to bridge this gap, aligning with the literature's emphasis on preparing students for real-world challenges in the dynamic field of energy technology.

In summary, the selected specific outcomes directly address the business problem of energy crises and failures in the solar power generation industry, as supported by both business and academic literature. They incorporate weather input features, enable informed financial decisions, contribute to operational cost-cutting, stabilize consumer demand and supply, and prepare students for the practical challenges of the energy technology sector.

Major Tools use by team to develop the project

Project Strategic Timeline

It provides an overview of the project’s objectives, major activities, and timelines, aligning the project’s strategic goals with its execution plan.

Gratitude for an innovative association: Academic Cooperation with Eleve8 in Practical Learning

I want to extend my heartfelt gratitude to you, as well as to our esteemed Director Sir Dr. BC Sharma, Dean of Accreditation Dr. Ramendra Singh, and our dedicated Head of Department Dr. Jaideep Kumar (Associate Professor & Head CS in IOT), Dr. Vinish Kumar (Prof & Head CS in ML/AI and Dr Priti Sharma ( Prof & Head CS in DS) for your unwavering support and guidance throughout the completion of our project on Machine Learning, Artificial Intelligence, Data Science, and IoT.

Your mentorship and encouragement played a pivotal role in the success of this project. Your insights and expertise enriched our understanding and provided valuable direction at every stage. Your belief in our capabilities motivated us to strive for excellence and achieve our goals.

We are proud to have had the opportunity to work on such a cutting-edge project, and it wouldn’t have been possible without your vision and leadership. Your commitment to fostering innovation and excellence within our institution has made a difference.

As we move forward, we remain inspired by your dedication and look forward to continuing our journey of exploration and discovery under your guidance.

Thank you once again for your invaluable support.

With sincere gratitude,

Team Eleve8 Solution Private Limited

After completion of the project, The trainees have been offered internship opportunities from the

The Eleve8 program is very helpful for me as I have learned many new technologies and it was my dream to work in data science only so from this, I can achieve it…. I became familiar with new technologies like node-red, influxDB, and PostgreSQL and improved my Python knowledge also very importantly now I am confident in myself that I can work with my full dedication.
This program changed my mind set to see the problem before eleve8 I was something else and after eleve8 I was a person with an enhanced personality and with much knowledge compared to before.The right platform has supported and motivated all of us to work hard on a project…the guidance of everyone has an amazing effect on improving us and working in real-time..
At last, I want to thank everyone for trusting us and also explaining the real-world reality.

Vanshika Jindal

CS in Data Science || 4th Year || RKGIT

It was an informative and amazing journey with the Eleve8 .The mentors were really skilled and helped us a lot throughout the journey.
We have created a Real time project and gained knowledge about various technologies in different domains.
I highly recommend this program for the upcoming batches. It will be highly productive for all.

Vansh Bhardwaj

CS in AI/ML || 4th Year || RKGIT

This platform has not only provided unwavering support but has also been a wellspring of motivation, propelling all of us to wholeheartedly invest in our projects. The guidance we’ve received from everyone involved has yielded remarkable enhancements in our abilities and has given us a taste of real-time professional work dynamics.
The Eleve8 program has been an immensely enriching experience for me, enabling me to acquire a diverse array of cutting-edge technological skills. Throughout the program’s duration, I’ve honed my proficiency in advanced technologies like Node-Red, InfluxDB, and PostgreSQL, while also witnessing significant growth in my Python expertise. A prominent outcome of this journey has been the newfound self-assurance I’ve developed, reinforcing my belief in my capacity to wholeheartedly commit to tasks and challenges.

Kartikey

CS in Data Science || 4th year || RKGIT

The Eleve8 program has proven to be an incredibly enriching experience for me. Through this program, I’ve had the opportunity to delve into a host of new technologies, including Node-RED, InfluxDB, and PostgreSQL, and I’ve also honed my Python skills. Most importantly, it has instilled a deep sense of confidence in my abilities, allowing me to work with unwavering dedication.

The support and motivation provided by this platform have been instrumental in driving our team to excel in our projects. The guidance and mentorship from everyone involved have had a remarkable impact on our growth and enabled us to work on real-world challenges.

I would like to express my sincere gratitude to everyone who placed their trust in us and took the time to explain real-world problems. I believe that the knowledge and experience gained through this program will be invaluable in helping me pursue my dream job.

Prasanth Saini

CS in AI/ML || 4th Year || RKGIT

Eleve8 program is very fruitful for me as I have learned many new technologies. I became familiar with new technologies like node-red, influxDB, and PostgreSQL and improved my Python knowledge also, and very importantly now I am confident in myself that I can work with my full dedication.

This platform has supported and motivated all of us to work hard on a project…the guidance of everyone has an amazing effect on improving us and working in real-time.

At last, I want to thank everyone for trusting us and also explaining the real-world problem. And I hope this will help me to reach out to my dream job.

Siddharth Sarkhel

CS in AI/ML || 4th Year || RKGIT

I am truly grateful for the opportunity to be a part of the AI/ML project-based learning program. This experience has been nothing short of transformative for me. The hands-on approach to learning, coupled with the engaging projects, has provided me with a deep understanding of complex AI and ML concepts.
Throughout the program, I found myself not only mastering the technical aspects of AI/ML but also gaining a practical insight into how these technologies are shaping various industries. The projects challenged me to think critically, problem-solve, and collaborate effectively with my peers. This collaborative environment not only enhanced my learning but also introduced me to the power of teamwork in tackling complex challenges.

Adnan Alvi

CS in AI/ML || 4th Year || RKGIT

We’re grateful for the opportunity to work with Eleve8. It not only boosted our confidence but also gave us a strong sense of accomplishment. It’s an experience we’ll carry with us throughout our careers.

Sejal

CS in Data Science || 4th Year || RKGIT

The project helped us understand the practical applications of what we learned in the classroom. It bridged the gap between theory and real-world implementation.”
“Being able to put ‘project experience with Eleve8’ on our resumes made a huge difference in our job search. Employers were impressed with the hands-on skills we acquired.

Atharv

CS in AI/ML || 4th Year || RKGIT

The collaboration with Eleve8 allowed us to work on cutting-edge technology and solutions. It was not just about learning, but also about innovation and pushing boundaries.
“The guidance and mentorship we received during the project were exceptional. The Eleve8 team really invested in our learning and development, and it showed in the final outcome.”

Adarsh

CS in AI/Ml || 4th Year || RKGIT

The Eleve8 program has been an invaluable resource for me, propelling me closer to my aspirations of working in the realm of data science. Through this program, I’ve not only gained exposure to a plethora of new technologies but also fulfilled my dream of venturing into the field. Technologies like Node-Red, InfluxDB, and PostgreSQL have become familiar to me, and my proficiency in Python has seen remarkable improvement. Perhaps most importantly, I now carry a profound self-assurance that empowers me to engage in work with unwavering dedication.
In closing, my heartfelt gratitude goes out to everyone who placed their trust in us and shared insights into the realities of the real world. This experience has been transformative, and I’m incredibly appreciative of the opportunity.

Aditya Vihan

CS in IoT || 4th Year || RKGIT

The Eleve8 program has been an incredibly enriching experience for me, one that has significantly broadened my technical skills and boosted my self-confidence. Throughout this program, I had the opportunity to delve into a multitude of new technologies, each of which has added a valuable dimension to my skill set. Another noteworthy aspect of my journey in the Eleve 8 program is the significant improvement in my Python programming skills. Working on various projects and assignments required me to dive deep into Python, from enhancing my understanding of data structures to mastering libraries and frameworks. This newfound proficiency has not only expanded my technical toolkit but also bolstered my confidence in my coding abilities., the Eleve 8 program has been a transformative experience

Chetanya Chauhan

CS in IoT || 4th Year || RKGIT

The project-based learning with Eleve8 was a game-changer for us. It provided a hands-on experience that no classroom lecture could match. We got to apply our knowledge in a real-world setting, which was invaluable.”
Getting placed in a company after working on the project with Eleve8 was a dream come true. It not only enhanced our technical skills but also gave us a taste of the professional world, preparing us for our future careers.”

Adarsh Maurya

CS in ECE || Pass out || SRMCEM Lucknow

The journey of the project trainee has been one of growth, learning, and valuable experience

The Eleve8 program has been very fruitful for me as I have learned many new technologies. I became familiar with new technologies like Node-Red, influxDB, and PostgreSQL and improved my Python knowledge Also very importantly now I am confident in myself that I can work with my full dedication.
This platform has supported and motivated all of us to work hard on a project…the guidance of everyone has an amazing effect on improving us and working in real-time…
At last, I want to thank everyone for trusting us and also explaining the real-world problem. And I hope this will help me to reach out to my dream job.

Pragya

I wanted to express my feedback on our recent energy utility project, where each of you played a crucial role in its success.
The guidance and teaching a kind of team work is exceptional.
The clear vision and direction greatly contributed to the project’s overall success. Teaching on Python libraries significantly enhanced our team’s capabilities. Patience and clarity in explaining complex concepts made it easier for the team to apply Python libraries effectively. Overall, I want to express my gratitude for the opportunity to work with you all. This project would not have been as successful without your collective efforts, knowledge, and dedication. Thank you for your contributions, and I look forward to the possibility of doing a project again in the future.

Prarthna Ojha

The instructors and mentors were exceptionally supportive. Their guidance was instrumental in navigating through challenging topics and turning theoretical knowledge into practical solutions. I appreciated their willingness to share real-world examples and industry insights, which made the learning experience even more enriching.
As the program concluded, I can confidently say that I have grown both personally and professionally. I now possess the skills and confidence to apply AI/ML techniques in real-world scenarios. This program has ignited a passion within me to continue exploring and contributing to the exciting field of AI/ML.
Thank you to everyone who made this program possible. The impact it has had on my knowledge, skills, and outlook is immeasurable.

Aman Gupta

The Eleve8 program has proven incredibly fruitful for me, as it has facilitated my acquisition of a diverse range of new technological skills. Through the program, I’ve gained proficiency in cutting-edge technologies such as Node-Red, InfluxDB, and PostgreSQL. Moreover, my grasp of Python has significantly improved. A notable outcome of this experience is the newfound self-assurance I possess, bolstering my belief in my ability to wholeheartedly dedicate myself to tasks.
As this journey culminates, I would like to express my heartfelt gratitude to everyone who placed their trust in us and took the time to elucidate real-world predicaments. I am optimistic that these experiences will pave the way for me to realize my aspirations, particularly aiding me in securing my dream job.

Poorva Tyagi

Participating in the AI/ML project-based learning program has been an immensely enriching experience that I am truly grateful for. This journey has been nothing short of transformative for me. The immersive hands-on approach to learning, combined with the captivating projects, has led to a profound comprehension of intricate AI and ML concepts.
Throughout the program’s duration, I not only achieved mastery over the technical facets of AI/ML but also gained practical insights into the profound impact of these technologies across various industries.

Anjali Kumari

The projects presented a delightful challenge, prompting me to cultivate critical thinking, effective problem-solving, and seamless collaboration with my peers. This collaborative ecosystem not only elevated my learning experience but also acquainted me with the potency of teamwork when confronted with intricate challenges.
As this journey comes to an end, I am excited to take the skills and knowledge I’ve gained into the next chapter of my academic and professional life. I am confident that the foundation laid during this program will serve as a strong platform for my future endeavors in the AI/ML domain.

Ankit Singh

We've accumulated numerous cherished memories throughout our journey

Take your career to new height!

Join hands with Eleve8 to elevate your professional journey. Gain valuable experience by tackling real-world industry and data challenges while creating solutions in the fields of Machine Learning and IoT. Receive guidance to effectively address these challenges and build the confidence to present your solutions with expertise.