Machine Conservation is a scholarly contribution in the field of Machinery Study that formally establishes a method, model, framework, theory, construct, dataset, task, or metric specifically aimed at preserving the functional integrity, operational efficiency, or structural longevity of machines through systematic analysis, optimization, or restoration techniques.