This paper describes a new approach to streamline the development of Remote Laboratories (RL) for Control Education based on TwinCAT Programmable Logic Controllers (PLCs) and Easy JavaScript Simulations (EJsS). On one hand, the TwinCAT PLC is used to implement the laboratory back-end (responsible of closing the feedback loop over the plant under study) with industrial real-time automation methodologies. On the other hand, EJsS is used: 1) to define the RL Human-Machine Interface (HMI) front-end (used by the students to parametrize & observe the evolution of the PLC behavior and signals) and 2) to smooth and centralize the majority of the tasks that the instructors have to perform to configure and deploy the RL. This second utility of EJsS, a novelty of the RL presented in this paper, is supported by an EJsS Plugin that has been especially designed with that purpose. Besides, it is worth noting that our new RL is supported by an improved version of ReNoLabs, developed in 2016 to be a lightweight middle-ware of RLs with EJsS HMI webpages and different types of back-ends, whose Node.js-based server has been updated to backup the functionality of the EJsS Plugin. This paper also shows how to use our approach to setup a RL and describes the main characteristics of two RLs that have been updated with it.