Termination checking is a classic static analysis, and, within this focus, there are type-based approaches that formalize termination analysis as type systems (i.e., so that all well-typed programs terminate). But there are situations where a stronger termination property (which we call strongly-bounded termination) must be determined and, accordingly, we explore this property via a variant of the simply-typed lambda-calculus called the bounded-time lambda-calculus (BTC). This paper presents the BTC and its semantics and metatheory through a Coq formalization. Important examples (e.g., hardware synthesis from functional languages and detection of covert timing channels) motivating strongly-bounded termination and BTC are described as well.