The LNG supply chain involves gas production, liquefaction, transportation, regasification, and distribution. Key challenges include high production and storage costs, complex logistics, and fluctuating shipping expenses. Effective planning and optimization in demand, supply, capacity, cargo, and material balancing are essential for efficient operations and minimizing costs throughout the supply chain.