An electrical power delivery system includes a conductive plane, multiple electrical energy storage devices, and a support structure. The electrical energy storage devices are mounted to and electrically connected to the conductive plane. The electrical energy storage devices project from a common side of the conductive plane. The support structure is spaced apart from the conductive plane. The support structure engages and at least partially surrounds each of the electrical energy storage devices such that the support structure mechanically supports each of the electrical energy storage devices along at least two support directions that are orthogonal to each other.