Industrial control system networks in real world usually require a complex composition of many different devices, protocols, and services. Unfortunately, such practical setups are rarely documented publicly in sufficient technical detail to allow third parties to use the system as reference for their research. As a result, security researchers often have to work with abstract and simplified system assumptions, which might not translate well to practice. In this work, we provide a comprehensive overview of the network services provided by industrial devices found in the EPIC (Electric Power and Intelligent Control) system at SUTD. We provide a detailed network topology of the different network segments, enumerate hosts, models, protocols, and services provided. We argue that such a detailed system description can serve as an enabler for more practical security research. In particular, we discuss how the reported information can be used for emulating a diverse set of important threat scenarios in the smart grid domain. In addition, the provided details allow other researchers to build more detailed models or simulations.