Haolin Huang | Energy Storage Research | Best Researcher Award

Published on by Cognitive Scientist Awards

Mr. Haolin Huang | Energy Storage Research | Best Researcher Award

Haolin Huang is a dedicated graduate student at Foshan University, focusing on the safety of energy storage systems. With a passion for innovation and applied research, he has made notable contributions through participation in three major research projects and authorship of two SCI-indexed papers. Haolin holds two patents related to battery system safety and has developed advanced diagnostic techniques to enhance the reliability of energy storage technologies. His interdisciplinary expertise spans battery health modeling, stochastic system analysis, and AI-driven prediction models. Through his work, he demonstrates a commitment to solving critical challenges in the energy sector, particularly those concerning safety and system degradation. Haolin’s academic journey is marked by curiosity, precision, and a vision to contribute impactful solutions to sustainable energy storage. His research not only reflects technical depth but also a forward-looking approach that aligns with global priorities for clean and secure energy systems.

Profile

🎓 Education

Haolin Huang is currently pursuing his graduate studies at Foshan University, specializing in energy storage system safety. His academic focus is rooted in electrical and energy engineering disciplines, with a strong emphasis on lithium-ion battery systems, degradation modeling, and predictive maintenance. During his graduate studies, he gained extensive theoretical and practical training in battery diagnostics, data-driven safety modeling, and system simulation techniques. In addition to coursework, Haolin has undertaken independent study and collaborative research, particularly within the framework of safety-critical systems. His academic training has empowered him to work on advanced research projects involving stochastic modeling and hybrid AI algorithms. This educational background has equipped him with a comprehensive understanding of both the scientific and engineering principles needed to address the emerging challenges in energy storage systems. Haolin’s academic performance and research initiative reflect a deep commitment to advancing reliable and safe energy technologies in both academic and industrial contexts.

🧪 Experience

Haolin Huang has actively contributed to three significant research projects during his graduate studies at Foshan University, all centered around the reliability and safety of energy storage systems. His hands-on experience includes developing diagnostic algorithms for battery health, analyzing degradation mechanisms, and applying artificial intelligence for predictive maintenance. He was instrumental in designing a lithium battery State-of-Health (SOH) interval-prediction method, showcasing his ability to merge theory with real-world applications. Haolin has also co-authored two peer-reviewed SCI journal articles and holds two patents related to system safety enhancement. His collaborative work with faculty and research teams reflects strong problem-solving skills, technical competence, and scientific rigor. In addition to academic projects, he has been involved in consultancy-level industrial studies, emphasizing practical implementation of his research findings. His experience spans simulation modeling, algorithm development, and performance evaluation of complex electrochemical systems, laying a robust foundation for a future career in sustainable energy technologies.

🏅 Awards and Honors

Although early in his academic career, Haolin Huang has already achieved commendable milestones that reflect his dedication and innovative mindset. He holds two patents focused on the safety and reliability of lithium-ion energy storage systems. These patents underscore his contributions to practical advancements in battery health diagnostics and predictive maintenance. Additionally, he has published two SCI-indexed journal articles in reputable international journals, gaining recognition in the academic community for his methodological innovation and technical insight. Haolin’s involvement in three major research projects has further solidified his reputation as a promising young researcher in the energy sector. While he has not yet received formal awards or fellowships, his intellectual contributions, commitment to research excellence, and practical achievements through patents and publications position him as a strong candidate for prestigious accolades such as the Best Researcher Award. These accomplishments illustrate his potential to become a leader in energy system innovation.

🔬 Research Focus

Haolin Huang’s research centers on the safety, reliability, and diagnostic modeling of energy storage systems, particularly lithium-ion batteries. He addresses critical issues in the energy sector by developing techniques for early detection of battery degradation and system failures. One of his key contributions is a novel SOH (State-of-Health) interval prediction framework that uses stochastic differential equations to model degradation uncertainty. He also implemented a TSKANMixer network—an advanced AI architecture—optimized via a chaos-empowered evolutionary algorithm, which captures nonlinear and long-term degradation trends. His research offers significant improvements over traditional point-prediction methods, providing reliable safety margins and actionable maintenance insights. Haolin’s work bridges theoretical modeling and practical application, enabling predictive diagnostics for safer energy systems. His interdisciplinary approach integrates machine learning, system modeling, and electrochemical analysis, contributing to the next generation of intelligent energy storage technologies and addressing safety challenges in renewable energy and electric mobility sectors.

✅ Conclusion

Haolin Huang is a highly motivated young researcher with a deep commitment to energy storage safety, contributing innovative diagnostic models and AI-based predictive tools that enhance reliability, secure early fault detection, and promote sustainable system performance.

Publications

  • Real-world data-driven charging strategies for incorporating health awareness in electric buses

    Journal of Energy Storage
    2024 | Journal article
    DOI: 10.1016/j.est.2024.112064
    EID:  2-s2.0-85194401201
    Part ofISSN: 2352152X
    CONTRIBUTORS: Li, T.; Zhang, W.; Huang, G.; He, H.; Xie, Y.; Liu, G.; Zhu, T.

  • Assessment Method for Health State of Li-Ion Batteries Based on Sparrow Search Algorithm,基于麻雀优化算法的锂电池健康状态估计方法

    Southern Energy Construction
    2023 | Journal article
    DOI: 10.16516/j.gedi.issn2095-8676.2023.06.010
    EID:  2-s2.0-85181896337
    Part ofISSN: 20958676
    CONTRIBUTORS: Wang, C.; Chen, Q.; Gu, X.; Jiang, H.; Guo, F.; Huang, G.; Zhu, S.

  • Data-driven state of health estimation in retired battery based on low and medium-frequency electrochemical impedance spectroscopy

    Measurement Journal of the International Measurement Confederation
    2023 | Journal article
    DOI: 10.1016/j.measurement.2023.112597
    EID:  2-s2.0-85148325461
    Part of ISSN: 02632241
    CONTRIBUTORS: Zhang, W.; Li, T.; Ouyang, N.; Huang, G.; Wu, W.

 

 

 

 

 

 

Sergey Koroidov | Physical Chemistry and Material science | Best Researcher Award

Published on by Cognitive Scientist Awards

Dr. Sergey Koroidov | Physical Chemistry and Material science | Best Researcher Award

Dr. Sergey Koroidov is an accomplished physical chemist and researcher at the Department of Physics, Stockholm University. With a Ph.D. in Chemistry from Umeå University, Sweden, his academic and professional journey spans globally recognized institutions, including Stanford University and Lawrence Berkeley National Laboratory. His expertise lies in ultrafast spectroscopy, electrochemistry, and catalysis, focusing on time-resolved studies of transition metal catalysts to understand and improve energy conversion processes. Dr. Koroidov has published over 50 peer-reviewed papers in leading scientific journals such as Nature, Science, and JACS. He is an active mentor, supervising postdocs and students, and serves as a reviewer for top-tier journals and international funding agencies. With several prestigious fellowships and research grants under his belt, including from the Swedish Research Council and the Wallenberg Foundation, Dr. Koroidov plays a key role in academic development, institutional strategy, and collaborative scientific initiatives in materials science and sustainability.

Profile

🎓 Education

Dr. Sergey Koroidov obtained his Ph.D. in Chemistry in 2014 from Umeå University, Sweden, under the mentorship of Prof. Dr. Johannes Messinger. His doctoral research included collaborative work as a visiting scholar at the Lawrence Berkeley National Laboratory, USA, where he investigated the mechanisms of metalloenzymes using advanced spectroscopy under the guidance of Drs. Vittal Yachandra and Junko Yano. Before that, he earned a combined B.Sc./M.Sc. in Environmental Chemistry from Moscow State Technical University, Russia, in 2005, where he worked under Prof. Dr. Aleksey P. Korzhavii. His academic formation has been shaped by interdisciplinary training in physical chemistry, materials science, and environmental technologies, blending theoretical knowledge with experimental applications. Dr. Koroidov’s academic journey reflects a strong foundation in molecular-level processes and a commitment to cross-institutional collaboration and international research engagement, which later shaped his contributions to energy science and sustainable chemistry.

🧪 Experience

Dr. Sergey Koroidov is currently a researcher at Stockholm University’s Department of Physics, a role he has held since 2017. Previously, he was a postdoctoral fellow at Stanford University’s PULSE Institute (2015–2017), where he worked with Prof. Dr. Kelly Gaffney on ultrafast x-ray spectroscopy. From 2014–2015, he served as a researcher at Umeå University, and during his Ph.D. years (2009–2014), he participated in collaborative projects at Berkeley Lab. Before academia, he worked as an engineer at the Projecting Research Centre of Water Cleaning in Kaluga, Russia (2005–2009). Dr. Koroidov also contributes extensively to teaching and academic service—designing and leading master’s and Ph.D. level courses in physics and molecular chemistry. He is active in student supervision, curriculum development, strategic planning, and scientific outreach. His hands-on experience with spectroscopy and catalysis research places him at the forefront of sustainable materials and energy sciences.

🏅 Awards and Honors

Dr. Sergey Koroidov has received numerous prestigious awards and research fellowships. He was awarded the Swedish Research Council Starting Grant (2019–2023) and an international postdoctoral fellowship to work at Stanford University (2015). He received the Wallenberg Foundation Postdoctoral Scholarship in 2015 and earlier travel research grants for visits to Berkeley Lab. In 2023, he secured funding from the Wallenberg Initiative Materials Science for Sustainability (WISE) to support postdoctoral hiring. He also received a PRISMAS Horizon-MSCA COFUND grant for Ph.D. recruitment. During his doctoral studies, he was awarded a scholarship by Umeå University’s Faculty of Science and Technology for research in the United States. Dr. Koroidov’s recognitions underscore his contributions to cutting-edge research in catalysis and spectroscopy, as well as his ability to secure competitive national and international funding. He is also active in peer review and research supervision, making him a valued contributor to both the academic and funding communities.

🔬 Research Focus

Dr. Sergey Koroidov’s research centers on electrochemical and photochemical dynamics in transition metal-based catalytic systems. His work seeks to uncover mechanisms behind energy conversion and commodity chemical synthesis through state-of-the-art spectroscopy. He utilizes time-resolved optical and x-ray techniques to study molecular processes in solution and gas phases, contributing to the rational design of energy-efficient catalysts. His studies often involve collaborative efforts in theoretical simulations, electrocatalysis, and materials characterization. He is particularly involved in sustainability-driven projects supported by initiatives like WISE and MAX IV, where he contributes to energy-focused strategy planning. Dr. Koroidov also explores photo-induced charge transfer, redox mechanisms, and catalyst structure–function relationships. His interdisciplinary approach spans physics, chemistry, and environmental sciences, aiming to bridge fundamental molecular science with real-world applications in energy sustainability. His collaborations span institutions in Sweden and internationally, including Stanford, Umeå University, and national laboratories in the U.S., enriching the global impact of his research.

✅ Conclusion

Dr. Sergey Koroidov is an internationally recognized researcher in physical chemistry whose work on catalytic energy processes using ultrafast spectroscopy contributes significantly to sustainable science, supported by top-tier grants, extensive collaborations, and impactful publications.

 

Publications