Author: Ahmed Abd El Mutaleb Affiliation:  Independent Researcher Abstract Green innovation and circular economy (CE) models have emerged as defining pillars of sustainability-oriented transformation across industries and regions. Recent global disruptions—including supply chain volatility, rising energy costs, and the intensification of climate policy—have accelerated interest in designing waste-free systems, regenerative production cycles, and resource-efficient technologi