danish -at- mdanish.me
Profile
www.mdanish.me
Phone
Private
Address
1401 21st, Sacramento, CA 95811, USA
Dr. Danish Mir Sayed Shah, with a rich academic and industry background, seamlessly merges theory with practice in energy, environment, and business. Holding a B.Sc., dual master's, and dual Ph.D., and boasting over 100 publications, he is a cooperative figure in various academic societies.
Research, Experience, and Education
I am currently not available for collaborations except for very important projects. However, I welcome invitations for invited keynote speakers, guest lectures, workshops, and academic events. Please reach out for any potential partnership discussions.
Research Interests: Data Science and Machine Learning (algorithms, calculation techniques, etc.), Energy Systems (integrations and optimization)
Theme: "Interdisciplinary Intelligent Systems"
Theme: "Sustainable Energy"
Theme: "Strategic Management"
Theme: "Electrical and Electronics Engineering"
Theme: "Electrical and Electronics Engineering"
September 05, 2024
I've officially signed on as a Technical Evaluator for the SEAI National Energy RD&D Funding Programme of the Sustainable Energy Authority of Ireland (SEAI). This collaboration enables me to contribute to Ireland’s clean energy transition by reviewing innovative projects while working with global experts to drive impactful change in the energy sector.
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August 24, 2024
I’ll be speaking at the International Conference on Intelligent Knowledge Systems and Engineering Applications (IKSEA'24) at Anglia Ruskin University, Cambridge, on December 12-13, 2024. My keynote will cover "The Ethics of Artificial Intelligence: Navigating the Grey Areas."
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June 25, 2024
I am thrilled to announce that my paper, "Shaping the Future of Sustainable Energy through AI-Enabled Circular Economy Policies," has received the Bronze Prize Award and the 2024 Best Paper Award from the Circular Economy journal. These recognitions highlight the significant impact of our research on sustainable energy and AI.
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June 10, 2024
I'm pleased to share that the website for my Special Issue, "Future Directions in Energy Transition and Sustainable Management," is now live on MDPI's Sustainability journal. This issue focuses on AI and ML applications, optimization strategies, and environmental mitigation in energy systems. We invite submissions until April 30, 2025.
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May 20, 2024
Excited to announce the Special Issue, "New Insights into Green Technologies in Environment and Energy," co-edited by myself and Prof. Qiangqiang Liao, and published by AIMS Press. We invite international scholars to contribute their research on sustainable, low-carbon technologies.
Read moreAuthored and Edited Books
Journal Articles
[63]
Danish, M. S. S., Ueda, S., Furukakoi, M., Dinçer, H., Shirmohammadi, Z., Khosravy, M., Mikhaylov, A., & Senjyu, T.
[55]
Eti, S,. Yüksel, S., Dinçer, H., Kalkavan, H., Hacioglu, U,. Mikhaylov, A., Danish, M. S. S., & Pinter, G.
Book Chapters
[20]
Danish, M. S. S., Ahmadi, M., Ibrahimi, A. M., Dinçer, H., Shirmohammadi, Z., Khosravy, M. & Senjyu, T.
[17]
Danish, M. S. S., Sabory, N. R., Ahmadi, M., Senjyu, T., Majidi, H., Abdullah, M. A., & Momand, F.
[16]
Danish, M. S. S., Sabory, N. R., Ibrahimi, A. M., Senjyu, T., Ahadi, M. H., & Stanikzai, M. Z.
[3]
Shirzad, H., Amini, A. Z., Qudir, Y., Husssainy, Z., Sabory, N. R., Danish, M. S. S., & Senjyu, T.
[1]
Sufizada, Z., Oryakheill, A. A., Kohnaward, M. H., Fazli, N., Zadran, H., Sabory, N. R., & Danish, M. S. S.
Conference Papers
[17]
Danish, M. S. S., Matayoshi, H., Howlader, H. O. R., Chakraborty, S., Mandal, P., & Senjyu, T.
[14]
Danish, M. S. S., Sabory, N. R., Funabashi, T., Danish, S. M. S., Noorzad, A. S., Yona, A., & Senjyu, T.
[10]
Danish, S. M. S., Zaheb, H., Sabori, N. R., Karimy, H., Faiq, A. B., Fedayi, H., & Senjyu, T.
[09]
Furukakoi, M., Sediqi, M. M., Senjyu, T., Danish, M. S. S., Howlader, A. M., Hassan, M. A. M., & Funabashi, T.
[08]
Howlader, H. O. R., Matayoshi, H., Ibrahimi, A. M., Danish, M. S. S., Senjyu, T., & Saber, A. Y.
[04]
Sagara, M., Shigenobu, R., Adewuyi, O. B., Yona, A., Senjyu, T., Danish, M. S. S., & Funabashi, T.
[02]
Susowake, Y., Ibrahimi, A. M., Danish, M. S. S., Senjyu, T., Howlader, A. M., & Mandal, P.
Theses and Manuals
Other Publications
Will be updated later.
Will be updated later.
Ongoing Research Projects
Title: A Novel Approach for Advancing Carbon Reduction Strategies in Power Plants
Date: 2023 - 2024
Description: This study investigates machine learning applications in energy systems, offering a groundbreaking roadmap to streamline complex optimization processes through systematic approaches. Explores transitions from system parameter modeling to data-driven optimization in more than 40 steps and processes. To validate the methodology, 6 years of combined cycle power plant (CCPP) operation data from Turkey's northwest region were analyzed. An online simulation tool is initiated that evaluates variations in the level of nitrogen oxides (NOx) of the power plant relative to environmental factors and input conditions without performing complex optimal solutions for each scenario. The proposed algorithm minimizes the exhaust pressure of the plant and controls NOx levels in the plant, achieving optimal values of 17.844 (mb) for the exhaust pressure and 78.66 (mg/m³) for NOx. Mathematical modeling and Python code are provided for easy tracking and adoption in various applications, ensuring adequate modeling and fine-tuning with a minimal loss index. This study presents an exhaustive framework for successful deployment of neural networks (NNs), considering impactful factors in detail, and aligning machine learning requirements in practice. Employing the proposed modeling, contributes in pattern identification, high accuracy, and improvement potential, making it a useful tool for forecasting and decision-making in complex energy systems.
Title: Sensitive Buses Identification and Optimization: A Key to Large-Scale Renewable Energy Integration in Power Systems
Date: 2023 - 2025
Description: Adopting an innovative framework, this study transcends traditional weak bus identification, exploring the interplay and causality among buses beyond direct connections. This multidimensional approach enhances system planning and operation by facilitating a comprehensive understanding of system load changes and elucidating the impact of a single bus load alteration across the entire system. This methodology could underpin optimal renewable technology allocation in diverse contexts, promoting holistic system analysis. The research employed a combination of sensitivity and causality analysis to identify the most critical buses in the system, extending the analysis to the entire system rather than just neighboring buses. A web-based simulator was developed to predict the future values of the system's most critical bus, "B03", considering the influence of other impactful buses under two conditions: their value in a previous time period (t-1) and their steady-state value before the simulation. Furthermore, an optimization process was performed to minimize the load on the critical B03 bus. By optimally distributing the load across the system based on the loadability of the entire system, the load at B03 was reduced from an initial 11.12 kWh to 10.83 kWh. The neural network model, with a lower error rate of 3.85%, was more accurate than the baseline model in predicting the load on bus B03. The optimization process further enhanced the system's ability to integrate ...
Title: Scenario-Driven Optimization of Multiple Renewable Energy Source Integration in a Power System to Achieve Net-Zero CO2 Emissions Through Techno-Economic Resiliency Simulations
Date: 2023 - 2024
Description: Integrating renewable energy sources (RES) into power systems presents significant challenges due to their diverse nature and operational characteristics. This study addresses these challenges through an innovative strategy that simulates solar and wind farms, storage systems, fuel cell generators of hydrogen energy (via electrolysis), and hydrogen storage, all governed by an intelligent controller. Alongside a mathematical model defining the system's dynamics, a multi-objective optimization model is employed, exploring the system's operational, financial, and environmental impacts. While the mathematical model has limitations, the advanced model captures the system's dynamic behavior with exceptional precision. This intelligent simulation simplifies the complex interrelationships between various resources in the system, highlighting the viability of RES integration for enhanced benefits. Multi-objective optimization of a real case study of Iowa 240-Bus power system in the Midwest US has resulted in an annual savings of $126,147.8, along with a significant CO2 reduction of 951,035.6 kg compared to the basecase. The total annual energy costs, including capital costs and electricity sales, are reported to be $157,430.4, and the total annual CO2 emissions are -4,453.8 kg. Financial indicators highlight an annual cost reduction of 10.3% and an annual ...
Invited and Keynote Talks
Cutting-Edge Energy Technologies: Addressing Unpredicted Challenges
The International Symposium on New Energy and Environmental Concerns (ISNEC2023)
September 21-22, 2023, Jeju Island, South Korea
Innovative Contributions of Women in STEM - Science, Technology, Engineering, and Mathematics
Women in STEM: Why Women in STEM and What Can They Do?
March 26, 2023, Live Webinar - Global
An Archetype of the Modern Energy Policies Development: From Anticipation to Reality
The International Conference on Contests for Realization of Global Sustainability (CRGS2022)
March 22-23, 2022, Vancouver, Canada
Return of Energy Conservation at Residential Building by Sustainable Planning, Modeling, and Optimization
The 7th International Conference on Green Energy & Technology (GET2019)
April 08-09, 2019, Zurich, Switzerland
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Selected Awards and Recognitions
16 May 2024: Bronze Prize and Best Paper Award for outstanding contributions in the Circular Economy Journal, Elsevier. (Cite Score: 3.6)
President Award, University of the Ryukyus, Okinawa, Japan, September 2023.
Best Paper Award: International Conference on Contests for Realization of Global Sustainability (CRGS 2022), Simon Fraser University (SFU), BC, Canada, 22-23 Mar 2022. "Danish, M. S. S., Senjyu, T. (2022). An Archetype of the Modern Energy Policies Development: From Anticipation to Reality."
Best Presentation Award: 3rd International Conference on Energy and Environmental Science, Seoul, South Korea, 26-29 January 2019. "Danish, M. S. S., Zaheb, H., Sabori, N. R., Karimy, H., Faiq, A. B., Fedayi, H., & Senjyu, T. (2019). The road ahead for municipal solid waste management in the 21st century: A novel-standardized simulated paradigm."
Fellowship PhD, JSPS (Japan Society for the Promotion of Science), Japan Government, University of the Ryukyus, Okinawa, Japan, February 2015.
Certificate for Session Chair: 2019 3rd International Conference on Energy and Environmental Science (ICES 2019), Seoul, South Korea, January 26-29, 2019.
Guest Lecture Appreciation Certificate: "Danish, M. S. S., Energy Efficiency and Conservation at the Age of Transition: From Anticipation to Reality." Kabul University, Kabul, Afghanistan, June 20, 2019.
Appreciation Letter: Embassy of the Islamic Republic of Afghanistan, Tokyo, Japan, March 2015.
Certificate of Appreciation: Grand Technology Resources (GTR), Kabul, Afghanistan, December 02, 2015.
Elevation as a Senior Member: Institute of Electrical and Electronics Engineers (IEEE), New Jersey, United States, March 30, 2018.
Appreciation Certificate: City's Strategic Development Plan (CSDP), Ministry of Urban Development Affairs, Kabul, Afghanistan, September 18, 2012.
Merit Certificate: Omid-e-Danish Higher Academy, Kabul, Afghanistan, March 18, 2010.
Letter of Appreciation: Kabul University, Kabul, Afghanistan, January 17, 2018.
Merit Certificate: Azeraksh Computer and English Language Academic Center, Kabul, Afghanistan, 2010.
Trainer Certificate: Grand Technology Resources (GTR), Kabul, Afghanistan, September 26, 2015.
Appreciation Letter: Mustaqbal High School, Kabul, Afghanistan, May 24, 2010.
Appreciation Certificate: Kabul University, Kabul, Afghanistan, July 5, 2021.
Teaching and Hands-on Experiments with Students
Energy Resources & Technologies - EnE0401 (3 Credits)
Textbook: Andrews, J., & Jelley, N. (2017). Energy Science: Principles, Technologies, and Impacts (3rd edition). Oxford University Press.
Textbook: Andrews, J., & Jelley, N. (2017). Energy Science: Principles, Technologies, and Impacts (3rd edition). Oxford University Press.
Wind and Hydro Energy Conversion - (3 Credits)
Textbook: Leyland, B. (2014). Small Hydroelectric Engineering Practice (1st edition). CRC Press.
Textbook: Leyland, B. (2014). Small Hydroelectric Engineering Practice (1st edition). CRC Press.
Modelling and Optimization of Energy Systems - (3 Credits)
Textbook: Sahin, A. S. (2012). Modeling and Optimization of Renewable Energy Systems (1st edition). IntechOpen.
Textbook: Sahin, A. S. (2012). Modeling and Optimization of Renewable Energy Systems (1st edition). IntechOpen.
Renewable Energy 1 - EnE308 (3 Credits)
Textbook: Hagen, K. (2015). Introduction to Renewable Energy for Engineers (1st edition). Pearson.
Textbook: Hagen, K. (2015). Introduction to Renewable Energy for Engineers (1st edition). Pearson.
Sustainable Energy for Architecture department - EN412 (3 Credits)
Textbook: Various books and resources.
Textbook: Various books and resources.
Energy and Environment Engineering - EnE302 (Credits 4)
Textbook: Ngo, C., & Natowitz, J. (2016). Our Energy Future: Resources, Alternatives and the Environment (2nd edition). Wiley.
Textbook: Ngo, C., & Natowitz, J. (2016). Our Energy Future: Resources, Alternatives and the Environment (2nd edition). Wiley.
Energy Economics - EN305 (Credits 3)
Textbook: Bhattacharyya, S. C. (2019). Energy Economics: Concepts, Issues, Markets and Governance (2nd edition). Springer.
Textbook: Bhattacharyya, S. C. (2019). Energy Economics: Concepts, Issues, Markets and Governance (2nd edition). Springer.
For several years, I have volunteered and taken great pleasure in collaborating with my peers, students, and the broader community.
Founder & Past-Chair, Sustainable Energy and Intelligent Engineering Society - SEIES (CH10901 - Fukuoka Section Jt. Chapter,RFID741/PE31)(2019 to 2022).
Founder & Past-Chair, Ryukyus ACM Professional Chapter (2020 to 2022).
Facilitator, Ryukyus IET On Campus Society (2018 to 2021).
Chair and Vice Chair, IEEE Afghanistan Subsection (2016 - 2017).
Power and Energy Committee Chair, IEEE Afghanistan Subsection (2016).
PEACE Alumni Association, JICA - Japan International Cooperation Agency, Senior Board Member (2015-2017).
Oversee 20 teams with the IEEEXtreme team (2023 - to now).
Industry Experience
My industry expertise lies in Engineering Design, Planning, and Consultancy.
Engineering Design and Planning Experience
Beginning in 2012, I have spearheaded and autonomously carried out a diverse range of engineering projects, encompassing:
- eNID (electronic National ID) or e-Tazkira Project: Participated as a Design Team Member for Electrical and Mechanical Infrastructures. Ministry of Information Technology and Communication, Kabul, Afghanistan, 2017.
- Rawan 1 & 2 Projects: Responsible for the Electrical and Security Systems' Wiring Design. Grand Technology Resources (GTR), Kabul, Afghanistan, 2016.
- Electrification Plan for City Strategic Development: Ministry of Urban Development and Housing, Kabul, Afghanistan, 2012.
- Afghanistan Financial Management Information System (AFMIS) Data Center: Served as a Design Team Member for Electrical and Mechanical Infrastructures. Ministry of Finance, Kabul, Afghanistan, 2010.
Professional Projects and Experience
- Development of Project Management Procedure & Platform: Position - Project Manager, Duration - 14 months, Financial Support/Donor - Kabul Municipality, Islamic Republic of Afghanistan, Team Size - 10, Budget - 0.4 million USD.
- Development of Project Management Local Certification Platform & 50 Hours Training: Position - Project Manager, Duration - 3 months, Financial Support/Donor - Kabul Municipality, Islamic Republic of Afghanistan, Team Size - 6, Budget - 0.5 million USD.
- eNID (electronic National ID) or e-Tazkira – Afghanistan: Position - Lead Engineer, Duration - 9 months, Financial Support/Donor - Ministry of Information Technology and Communication, Team Size - 4, Budget - 101 million USD.
- Afghanistan Financial Management Information System (AFMIS) Data Center in Ministry of Finance (MoF) – Afghanistan: Duration - 5 months, Financial Support/Donor - Ministry of Finance, Team Size - 4, Budget - 3.95 million USD.
- Afghanistan National Data Center (ANDC): Financial Support/Donor - Ministry of Information Technology and Communication, Team Size - 3.
- Training of Data Center Facilities (Mechanical and Electrical): Position - Trainer, Duration - 2 weeks, Financial Support/Donor - Ministry of Information Technology and Communication (Afghanistan) & GTR Company, Team Size - 2, Budget - Part of eNID project.
Professional Societies Memberships
IEEE Young Professionals
Current Status - Active
Total years - 10
IEEE Power & Energy Society Membership
Current Status - Active
Total years - 8
IEEE Council on RFID
Current Status - Active
Total years - 10
Cloud Computing, IEEE Computer Society Technical Community on
Current Status - Active
Total years - 2
Internet of Things Community, IEEE
Current Status - Active
Total years - 11
Smart Cities Community, IEEE
Current Status - Active
Total years - 10
Sustainable ICT Community, IEEE
Current Status - Active
Total years - 11
IEEE Communications Society
Current Status - Inactive
Total years - 1
IEEE Signal Processing Society Membership
Current Status - Inactive
Total years - 1
Selected photos from events and gatherings that capture memorable moments, reflect vibrant emotions, and underline the essence of every occasion.
What students observe and learn from their lessons and experiences.
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Recent Posts on My Favorite Topics
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Read MoreFeel Free To Contact Me Any Time
Thank you for reaching out! Please note that I am not available for collaborations except for very important projects. I am, however, open to invitations for keynote speaking, guest lectures, workshops, and academic events. My availability will depend on my current schedule. I look forward to exploring any significant opportunities together.
Phone:
Private
Email:
danish [at] mdansh.me
Profile:
www.mdansh.me
Address:
1401 21st, Sacramento, CA 95811, USA
