Sulaman Rafiq

DETERRENCE BY ASSETS: HOW UAV LOCALIZATION UNDER SAUDI VISION 2030 RESHAPES GULF SECURITY ARCHITECTURE

This paper argues that Saudi UAV localization under Vision 2030 is likely to alter Gulf security architecture by shifting deterrence from alliance dependence toward asset-based resilience, industrial autonomy, and procurement adaptability. The study addresses a research gap in strategic studies and defense industrial p...

Artificial Intelligence in UAV Energy Management: Predictive Algorithms for Solar-Powered Stratospheric Flight Optimization and Autonomous Mission Persistence.

The role of Artificial Intelligence (AI) and Machine Learning (ML) in improving UAV energy management through predictive solar forecasting, reinforcement-learning-based flight-path optimization, adaptive Maximum Power Point Tracking (MPPT), battery state estimation and intelligent payload load balancing is examined.

Journal of Intelligent Decision Making and Information Science

Intelligent Multi-Objective Optimization for UAV Mission Decision Support

This review examines the role of Artificial Intelligence and Machine Learning in improving UAV decision-support optimization through predictive solar forecasting, reinforcement-learning-based flight-path optimization, adaptive Maximum Power Point Tracking (MPPT), battery state estimation and intelligent payload load ba...