Richard Macwan

Research Output

Research Output per Year 2021 2022 2023 2024 2024

• 6 Paper
• 5 Presentation
• 3 Article
• 2 Technical Report

Research Output per Year

Research Output per Year

Search results

• 2024

  Cyber-Informed Engineering Research and Development Guide

  Macwan, R., Martin, M., Waligoske, E., Williams, G. & Wright, V., 2024, 49 p.

  Research output: NREL › Technical Report

  • Cybersecurity 100%
  • Engineering Research 100%
  • Technology System 50%
  • Technology Tool 50%
  • Engineering Principle 50%

• Demystifying Cyberattacks: Potential for Securing Energy Systems With Explainable AI

  Paul, S., Vijayshankar, S. & Macwan, R., 2024. 5 p.

  Research output: Contribution to conference › Paper

  • Cyberattack 100%
  • Explainable Artificial Intelligence 100%
  • Artificial Intelligence 100%
  • Critical Infrastructure 66%
  • Decision-Making 66%

• Demystifying Cyberattacks: Potential for Securing Energy Systems With Explainable AI : Preprint

  Paul, S., Vijayshankar, S. & Macwan, R., 2024. 8 p.

  Research output: Contribution to conference › Paper

  • Cyberattack 100%
  • Explainable Artificial Intelligence 100%
  • Learning System 100%
  • Artificial Intelligence 100%
  • Deep Learning Method 100%

• Formally Verified ZTA Requirements for OT/ICS Environments with Isabelle/HOL

  Nemouchi, Y., Etigowni, S., Zolan, A. & Macwan, R., 2024, p. 64-84. 21 p.

  Research output: Contribution to conference › Paper

  • Technology Environment 100%
  • System Requirement 60%
  • Formal Specification 40%
  • Cybersecurity 20%
  • Computer Hardware 20%
• 2023

  A Randomization-Based, Zero-Trust Cyberattack Detection Method for Hierarchical Systems

  Murphy, S., Macwan, R., Singh, V. K. & Chang, C.-Y., 2023. 11 p.

  Research output: Contribution to conference › Paper

  • Cyberattack 100%
  • Detection Method 100%
  • Network Topology 50%
  • Control Signal 50%
  • Practical Implication 50%

• Assessing the Impact of Cybersecurity Attacks on Energy Systems: Article No. 121297

  Vijayshankar, S., Chang, C.-Y., Utkarsh, K., Wald, D., Ding, F., Balamurugan, S., King, J. & Macwan, R., 2023, In: Applied Energy. 345, 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Cybersecurity 100%
  • Cyberattack 100%
  • Systems Performance 50%
  • Use Case 50%
  • Hierarchical Control 50%
  6 Scopus Citations

• Cyber Informed Engineering Implementation Guide: Version 1.0: U.S. Department of Energy (DOE), Office of Cybersecurity, Energy Security, and Emergency Response (CESER)

  Anderson, R., Atkins, V., Ayala, M., Baker, K., Barnes, L., Castillo, K., Chanoski, S., Cox, J., Edsall, R., Foy, R., Gale, T., Gellner, J., Graham, R., Groves, D., Holtz, M., Johnson, S., Jones, J., Kishter, L., Le Blanc, K. & Loo, S. & 20 others, Macwan, R., Mahanes, J., Martin, M., McFly, S., McJunkin, T., Meng, J., Morris, M., Ohrt, A., Pattison, W., Robinson, J., Rucinski, D., Sachs, M., Shannon, G., Smith, J., Venkataramanan, V., Waligoske, E., Welch, J., Williams, G., Wilsterman, Z. & Wright, V., 2023, 170 p.

  Research output: NREL › Technical Report

  • Department of Energy 100%
  • Cybersecurity 100%
  • System Engineer 40%
  • Cyber Attack 20%
  • Attackers 20%

• Cyber-Resilient Distributed Autonomous Energy Grid

  Macwan, R. & Nemouchi, Y., 2023, 14 p.

  Research output: NREL › Presentation

  • Cybersecurity 100%
  • Security Architecture 100%
  • Common Interest 100%
  • Critical System 100%

• Formally Verified ZTA Requirements for OT/ICS Environments with Isabelle/HOL: Preprint

  Nemouchi, Y., Etigowni, S., Zolan, A. & Macwan, R., 2023. 24 p.

  Research output: Contribution to conference › Paper

  • Technology Environment 100%
  • Formal Specification 40%
  • System Requirement 40%
  • Cybersecurity 20%
  • Computer Hardware 20%

• Reinforcement Learning Environment for Cyber-Resilient Power Distribution System

  Sahu, A., Venkataramanan, V. & Macwan, R., 2023, In: IEEE Access. 11, p. 127216-127228 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Reinforcement Learning 100%
  • Distribution System 100%
  • Power Distribution 100%
  • Learning Agent 28%
  • Electric Grids 14%
  3 Scopus Citations
• 2022

  A Survey of Cyber-Physical Power System Modeling Methods for Future Energy Systems

  Abdelmalak, M., Venkataramanan, V. & Macwan, R., 2022, In: IEEE Access. 10, p. 99875-99896 22 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Physical Model 100%
  • Physical Layer 100%
  • Cyberattack 100%
  • Threat Analysis 100%
  • Edge Intelligence 100%
  22 Scopus Citations

• Cyber Resilient Design and Controls for Energy Systems

  Macwan, R., 2022, 12 p.

  Research output: NREL › Presentation

  • Cyber Physical Systems 100%
  • Cybersecurity 100%
  • Data Integrity 100%
  • Unique Property 100%
  • Technology System 100%

• Cyber-Resilient Design Methodology for Microgrids

  Venkataramanan, V., Macwan, R., Abdelmalak, M. & Paul, S., 2022, 25 p.

  Research output: NREL › Presentation

  • Microgrid 100%
  • Metrics 40%
  • Design Development 20%
  • Cyber Security 20%
  • Construction Planning 20%

• Cyber-Resilient Distributed Autonomous Energy Grid

  Macwan, R., 2022, 13 p.

  Research output: NREL › Presentation

  • Energy Engineering 100%
  • Cyber Resilience 100%
  • Critical Objective 50%
  • Transmission Layer 50%
  • Renewables 25%

• Zero-Knowledge Proof-Based Approach for Verifying the Computational Integrity of Power Grid Controls: arXiv:2211.06724 [math.OC]

  Chang, C.-Y., Macwan, R. & Murphy, S., 2022. 7 p.

  Research output: Contribution to conference › Paper

  • Power Grid 100%
  • System Controller 100%
  • Cyberattack 100%
  • Knowledge Proof 100%
  • Power Engineering 50%
• 2021

  Artificial Intelligence for Energy Systems Cybersecurity

  Macwan, R. & King, R., 2021, 25 p.

  Research output: NREL › Presentation

  • Cybersecurity 100%
  • Artificial Intelligence 100%
  • Machine Learning 40%
  • Learning System 40%
  • Massive Amount 20%