Coconut shell charcoal production has gained significant attention as an eco-friendly alternative to traditional charcoal due to its high carbon content, efficient energy yield, and applications in various industries such as metallurgy, agriculture, and environmental protection. However, the production process is not without its technical challenges. These challenges arise from the inherent properties of coconut shells, the intricacies of pyrolysis technology, and the demand