We developed imaging and image analysis techniques to obtain 3D reconstructions of components in lithium ion batteries from the nano- to centimeter-length scales. We used the insights from these images as well as the ability to perform simulation on the 3D reconstructions to understand the coupled structural, mechanical, and electrochemical properties of batteries. We have done this now for battery electrodes, polymer-binders in battery electrodes, and battery separators. This enabled us to determine the shortcomings of these components and generate targeted concepts for improving their performance. We used this understanding to propose and develop new coatings, materials, and manufacturing approaches. These findings have led to a number of peer reviewed publications, open source data sets (the Battery Microstructure Project) that can (and are) being used for further studies by the community, and two spin-off companies.