Mechanosensitive channel of large conductance (MscL) protein detect and respond to changes in the pressure profile of cellular membranes and transduce the mechanical energy into electrical and/or chemical signals. MscL can be activated using ultrasonic or chemical activation methods to improve the absorption of medicines and bioactive compounds into cells. However, by re-engineering the MscL, chemical signals such as pH change can trigger the channel's activation. This paper elucidates the activation mechanism of an engineered and wild-type (WT) MscL at an atomic level through a combination of equilibrium and non-equilibrium (NE) molecular dynamics (MD) simulations, the String method with swarms of trajectories (SMwST), and Expectation maximization (EM) methods. Compared to the WT and engineered MscL activation processes, it suggests that the two systems are likely associated with different active states and different transition pathways. These findings indicate that (1) periplasmic loops play a key role in the activation process of MscL; (2) the loss of various backbone-backbone hydrogen bonds and salt bridge interactions in the engineered MscL channel causes the spontaneous opening of the channel; and (3) the most significant interactions that were lost during the activation process were those between the transmembrane helices 1 and 2 in the engineered MscL channel. In this work, the orientation-based biasing approach for producing and optimizing an open MscL model is a promising way to systematically characterize unknown protein functional states and to research the activation processes in ion channels. This work makes it possible to study ways to design pH-triggered channel-functionalized liposomes for drug delivery.