Assistant Professor, Department of Electrical and Electronics Engineering
School of Engineering & Technology, Noida International University, Greater Noida, India
Email: swati.singh@niu.edu.in

Profile Summary

Dr. Swati Singh is a dedicated academician and researcher in the field of Electrical and Electronics Engineering, with a specialization in renewable energy systems, artificial intelligence-based controllers, and energy optimization technologies. With over 12 years of professional experience (7.5 years in teaching and 4.5 years in research), she brings expertise in advanced control systems, data-driven energy solutions, and hands-on project mentorship. Her scholarly work bridges the gap between sustainable technologies and intelligent system design.

Educational Qualifications

• Ph.D. in Electrical & Electronics Engineering, Amity University, Noida – 2024
• M.Tech in Power Systems, SRIT, Jabalpur – 2015 | CGPA: 8.75/10
• B.Tech in Electrical & Electronics Engineering, UCER, UPTU – 2010 | 72.12%
• XII (PCM), C.B.S.E. – 2006 | 69.20%
• X, C.B.S.E. – 2004 | 78.20%

Total Experience

• Teaching Experience: 7.5 Years
• Research Experience: 4.5 Years
• Total Professional Experience: 12+ Years

Research Interests

• Renewable Energy System Optimization
• Fractional Order Controllers and AI Integration
• Fuel Cell and Wind Energy Systems
• Control System Design (PSO, GA, Smith Predictors)
• Data Science for Energy Applications

Professional Experience

• Assistant Professor, Noida International University – Jan 2025 – Present
• Assistant Professor, ABESIT, Ghaziabad – Aug 2014 – Mar 2018
• Lecturer, Shri Ramswaroop Memorial College of Engineering & Management, Lucknow – July 2010 – July 2013

Project & Research Work

Ph.D. Thesis: Performance Enhancement of Renewable Energy Systems Using Artificial Intelligence

• Developed AI-based and classical control techniques (PSO-FOPI, GA-FOPI, Smith Predictors)
• Focused on dynamic performance enhancement of fuel cells, solar collectors, and wind farms

Major Projects:

• Customer Database Retrieval & Sales Analysis (SQL, Data Visualization)
• Heart Disease Prediction using ML models (Python, Jupyter)
• Case Study on Customer Sales Trends and Marketing Analytics

Publications

Journal Articles

1. Singh, S., Tayal, V. K., Singh, H. P., & Yadav, V. K. (2022). Design of PSO-tuned FOPI & Smith predictor controller for nonlinear polymer electrolyte membrane fuel cell. Energy Sources, Part A, Taylor & Francis. (IF: 2.902, SCI, Scopus)
2. Singh, S., Tayal, V. K., Singh, H. P., & Yadav, V. K. (2022). Dynamic Performance Enhancement Of PEM Fuel Cell Using PSO Optimized Fractional Order Controllers. Suranaree Journal of Science and Technology, 29(6). (Scopus, ESCI)
3. Singh, S., Tayal, V. K., Singh, H. P., & Yadav, V. K. (2022). Optimal Design of Fractional Order PID Controllers for Solid Oxide Fuel Cell System Employing PSO Algorithm. AIUB Journal of Science and Engineering, 21(1), 7–15. (Scopus)
4. Singh, S., Tayal, V. K., Singh, H. P., & Yadav, V. K. (2023). Robust Loop Shaping for PEM Fuel Cell with AI-Optimized Fractional PI Controllers. Energy Sources, Part A, Taylor & Francis. (IF: 2.902, SCI, Scopus)

Conference Proceedings

• IEEE ICRITO (2020): Fractional Control Design of Renewable Energy System – DOI: 10.1109/ICRITO48877.2020.9197902
• NCRESE (2020): Performance Analysis of PEM Fuel Cell with PI and FOPI Controllers – DOI: 10.1007/978-981-16-1186-5_17
• IEEE IPRECON (2021): Performance Enhancement of SOFC Using PI and PID with Filter Derivative – DOI: 10.1109/IPRECON52453.2021.9640720
• IEEE MECON (2022): Smith Predictor Control of Non-Linear PEM Fuel Cell System – DOI: 10.1109/MECON53876.2022.9751979

Technical Proficiencies

• Programming & Tools: MATLAB/Simulink, Python (Numpy, Pandas, Matplotlib), MS Office
• Domain Tools: Data Science, Data Visualization, SQL
• Certifications:
  • Executive PG Certificate in Data Science & AI – IIT Roorkee & Intellipaat
  • Data Science & SQL Courses – Intellipaat Software Solutions Pvt. Ltd.

Achievements & Leadership

• Qualified for National Mathematics Olympiad
• Cleared SSB (Indian Army) Round – 2010
• Organized FDP on Power Electronics & Drives at ABESIT
• Event Coordinator – Fine Arts & Photography, ABESIT (4 years)
• Class Coordinator – 4 years
• Head Girl – School Level