A Universal Dynamic Balance–Feedback Framework for Resource Depletion, Energy Transition, and Socioeconomic Stability: A Quantitative Cross-Domain Analysis with Empirical and Simulation Evidence

Abstract This study extends a universal balance–feedback framework grounded in four universal laws—System Integrity, Universal Balance, the Universal Feedback Loop Mechanism, and Universal Interconnected Nodes—by integrating empirical energy data and simulation modeling. Using the Philippine energy sector as a primary empirical case and cross-domain comparisons across computational, biological, and economic systems, the research demonstrates that system stability emerges from the dynamic interaction of energy efficiency, system complexity, and adaptive feedback control. A simulation of fossil depletion and logistic renewable growth, calibrated to Philippine energy statistics, identifies three distinct transition phases and a crossover point at approximately t = 17.8 years. The results validate the proposed framework and provide actionable insight into post-fossil transition dynamics and policy design.