Because of their superior mechanical features, such as lightweight and high strength, anisotropic rectangular plates are extensively employed as the most fundamental load-bearing units in engineering sectors such as roads and bridges, civil engineering, water conservancy, and aerospace. The criteria for the material qualities and mechanical properties of the panels are becoming increasingly stringent as large-span and complicated building structures are developed and used. The problems related to the mechanics of concrete plates, bridge decks, and other plate structures in the field of civil engineering are receiving more and more attention from researchers and scholars, especially the bending problems of plate structures caused by vehicle loads and temperatures. Due to the complexity and accuracy of the boundary conditions involved in the calculation of the mechanics of such real plate structures, researchers have been working on this problem for many years, seeking a simple and accurate analytical method for solving such mechanical problems. Mechanical difficulties for these types of plates are limited to the domain of rectangular thin-plate theory. Many researchers have studied the mechanical issues of such plates under various boundary constraints and produced a number of study findings. Currently, the approaches for solving rectangular plate issues may be classified as numerical, analytical, and experimental methods. Their mathematical essence is the initial/marginal value problem for higher-order partial differential equations. The conventional finite element approach [
1], the line method [
2], and the difference method [
3], as well as the developing discrete singular convolution method [
4], the differential product method [
5], and the differential transform method [
6], are all commonly used numerical solution methods. This sort of solution approach is growing in popularity among academics for dealing with plate issues with complicated boundary restrictions. Semi-inverse solutions [
7], the beam function method [
8], the separated variable technique [
9], finite integral transform solutions [
10], and the Sim geometry approach [
11] are examples of commonly used analytical methods. The majority of the analytical solutions shown above, however, are applicable to plate problems with classical boundary constraints (clamped, simply supported, and free edges). However, many plate boundary constraints in engineering cannot be easily reduced to classical boundary constraints. For example, in engineering, cement concrete pavement slabs are typically connected by transfer bars. It is difficult to mechanically analyze such thin-slab structures beneath the boundary, and theoretical analytical solutions are limited. Although numerical solutions are capable of solving such issues, they have some limitations, such as high computer performance requirements, the dependency of the correctness of the findings on the degree of the discretization of the structure, and other factors, that necessitate the use of relevant analytical solutions for validation. Analytical approaches, in contrast to numerical analysis methods, are rarely presented due to the complexity of solving complicated partial differential equations representing the plate’s boundary constraints, especially for those plates under complex boundary constraints. In recent years, some nonclassical higher-order elasticity theories, such as the theory of nonlocal continuous media [
12,
13], the strain gradient theory [
14,
15,
16], the theory of higher-order coupled stresses [
17], and the Adomian decomposition method [
18], have been developed and used for static stability and vibration analyses of thin plates. These techniques can compute the mechanical response of plates, beams, and shells to stress, strain, and deformation under complicated boundary constraints, and they can even mimic thin-plate structures at macro, micro, and nano dimensions. The experimental approach [
19,
20,
21,
22] has produced valuable results revealing the bending capabilities of plates of various materials using intuitive testing, but the precision of the equipment and hard test circumstances restrict the accuracy of the results. As a result, finding an exact analytical solution suited for analyzing anisotropic rectangular plate issues with nonclassical boundary constraints is critical.
According to a review of the literature, the semi-inverse solution is the most basic approach for analyzing the rectangular plate problem. For example, Smith et al. [
23] laid the groundwork by revisiting Navier’s classical method and refining the assumptions to better fit with modern materials. Zhao and Wang [
24] extended Smith’s framework to account for the nonhomogeneous materials within the plate. Kumar et al. [
25] investigated the incorporation of the inelastic behavior of materials into the Navier solution, providing an essential link between traditional elasticity theory and practical engineering applications. Chang et al. Dubois et al. [
26] focused on the adjustment of the Navier approach to accommodate the influence of external factors such as temperature and moisture on the simply supported plate problem. Sanchez [
27] significantly contributed to the field by highlighting the limitations of the Navier method when applied to plates with irregular geometries or loading conditions, prompting further research into specialized analytical methods. These individual contributions collectively improve the understanding and application of Navier solutions, but they also suffer from the drawbacks of solving boundary conditions for some four-sided simple supports. Levy [
28] addressed the opposite simply supported plate problem, and Zhang Fufan [
29] combined the principle of superposition with Levy’s solution to solve the plate problem under the boundary of the combination of solid and simply supported conditions. According to statistics, the majority of semi-inverse solution methods involve the use of the Fourier series as the test function of the plate problem, together with the selected test function of its own characteristics. This allows researchers to address both the plate control equations and the corresponding boundary constraints of the structure. This sort of solution is simple to implement, and the findings gained are accurate enough to be used by academics and engineers when analyzing plate issues. However, the majority of the solutions shown above have been applied to plate issues with classical boundary constraints, and it is difficult to apply similar methods to plate problems with spring restrictions. In this paper, an improved Fourier series solution method is proposed, in which a two-dimensional sine–cosine series is selected as the trial function of the opposite–free-opposite elastic rotation constrained (RFRF) thin-plate bending problem (R stands for elastic rotation constrained edge, and F stands for free edge), and the expressions of the derivatives of the deflection of the thin plate of each order are obtained through the introduction of Stoke’s transform. Lastly, the unknown coefficients in the trial function are determined by satisfying the corresponding boundary constraints, and then the solution to the problem can be obtained. Furthermore, this paper provides accurate results for the bending problems of thin plates with contralateral free–contralateral clamped support (CFCF), contralateral free–contralateral simple support (SFSF), and contralateral free–contralateral solid support–simple support (CFSF) combinations of conditions (C stands for clamped edges) without an additional derivation procedure and only by adjusting the parameters of the springs in the resulting analytical solutions. Finally, numerical examples are used to validate the correctness of the solution in this study.