| Exam Board | Edexcel |
|---|---|
| Module | FP1 (Further Pure Mathematics 1) |
| Year | 2021 |
| Session | June |
| Marks | 17 |
| Paper | Download PDF ↗ |
| Mark scheme | Download PDF ↗ |
| Topic | First order differential equations (integrating factor) |
| Type | Substitution reducing to first order linear ODE |
| Difficulty | Challenging +1.2 This is a structured multi-part question that guides students through a standard FP1 technique (substitution to create a linear first-order ODE, then solving with integrating factor). While it involves hyperbolic functions and multiple steps, each part is clearly signposted with the substitution given explicitly. The numerical method in part (a) is routine, and parts (b)-(d) follow a well-practiced algorithm. This is moderately above average difficulty due to the length and hyperbolic function manipulation, but remains a standard Further Maths exercise rather than requiring novel insight. |
| Spec | 1.09c Simple iterative methods: x_{n+1} = g(x_n), cobweb and staircase diagrams4.07a Hyperbolic definitions: sinh, cosh, tanh as exponentials4.09c Area enclosed: by polar curve4.10c Integrating factor: first order equations |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Marks | Guidance |
| At 6 hours \(t = 0.25\) so "\(h\)" is \(0.25\) | B1 | Identifies correct step length; 6 hours is a quarter of a day, so \(h = 0.25\) |
| At \(t=0\): \(\frac{\mathrm{d}x}{\mathrm{d}t} = \frac{3+\cosh 0}{3\times 3^2 \cosh 0} - \frac{1}{3}(3)\tanh 0 = \ldots \left(=\frac{4}{27}\right)\) | M1 | Uses \(y_0 = x(0) = 3\) and \(t=0\) to find \(\left(\frac{\mathrm{d}x}{\mathrm{d}t}\right)_0\); accept whichever notation used |
| So \(x_1 \approx 3 + \text{"0.25"} \times \frac{\text{"4"}}{27} = \ldots\) | M1 | Applies approximation formula with their \(h\) and their \(\left(\frac{\mathrm{d}y}{\mathrm{d}x}\right)_0\) |
| After 6 hours concentration is approximately \(3.04\) ppm (3 s.f.) or \(\frac{82}{27}\) ppm | A1 | awrt \(3.04\) ppm; accept \(\frac{82}{27}\) ppm |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Marks | Guidance |
| \(\frac{\mathrm{d}u}{\mathrm{d}t} = 3x^2 \times \frac{\mathrm{d}x}{\mathrm{d}t}\) or \(\frac{1}{3x^2}\frac{\mathrm{d}u}{\mathrm{d}t} = \frac{\mathrm{d}x}{\mathrm{d}t}\) or \(\frac{\mathrm{d}u}{\mathrm{d}t} = \frac{\mathrm{d}u}{\mathrm{d}x}\times\frac{\mathrm{d}x}{\mathrm{d}t} = 3x^2\!\left(\frac{3+\cosh t}{3x^2\cosh t}-\frac{1}{3}x\tanh t\right)\) | B1 | A correct equation relating \(\frac{\mathrm{d}u}{\mathrm{d}t}\) and \(\frac{\mathrm{d}x}{\mathrm{d}t}\) from the chain rule |
| \(\frac{\mathrm{d}x}{\mathrm{d}t}=\frac{3+\cosh t}{3x^2\cosh t}-\frac{1}{3}x\tanh t \rightarrow \frac{1}{3x^2}\frac{\mathrm{d}u}{\mathrm{d}t}=\frac{3+\cosh t}{3x^2\cosh t}-\frac{1}{3}x\tanh t\) \(\rightarrow \frac{\mathrm{d}u}{\mathrm{d}t}=\frac{3}{\cosh t}+1-u\tanh t\) | M1 | Makes complete substitution for \(x\) and \(\frac{\mathrm{d}x}{\mathrm{d}t}\) in equation (I), or complete substitution for \(u\) and \(\frac{\mathrm{d}u}{\mathrm{d}t}\) in equation (II) |
| \(\frac{\mathrm{d}u}{\mathrm{d}t} + u\tanh t = 1 + \frac{3}{\cosh t}\) * | A1* | Simplifies correctly to achieve the given result |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Marks | Guidance |
| I.F. \(= \exp\!\left(\int \tanh t\, \mathrm{d}t\right) = \exp(\ln\cosh t) = \cosh t\) | B1 | Correct integrating factor found or spotted; allow \(e^{\ln\cosh t}\) |
| \(\Rightarrow u'\cosh t' = \int \!\cosh t'\!\left(1+\frac{3}{\cosh t}\right)\mathrm{d}t = \left\{\int \cosh t + 3\, \mathrm{d}t\right\}\) | M1 | Applies IF to achieve \(u\,\text{"}\cosh t\text{"} = \int\text{"}\cosh t\text{"}\!\left(1+\frac{3}{\cosh t}\right)\mathrm{d}t\) |
| \(\Rightarrow u\cosh t = \sinh t + 3t\,(+c)\) | M1 | Reasonable attempt to integrate RHS; need not include constant if IF correct; allow \(\pm\sinh t + 3t\,(+c)\) |
| \(u\cosh t = \sinh t + 3t + c\) or \(u = \tanh t + \frac{3t}{\cosh t} + \frac{c}{\cosh t}\) oe | A1 | Correct general solution, implicit or explicit, including constant of integration |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Marks | Guidance |
| \(t=0 \Rightarrow x=3,\; u=27 \Rightarrow c = 27\cosh 0 - \sinh 0 - 3(0) = 27\) | M1 | Uses initial conditions in appropriate equation to find constant; either \(t=0\), \(u=27\) in answer to (c), or \(t=0\), \(x=3\) if substitution for \(x\) occurs first |
| \(\Rightarrow x = \left(\tanh t + \frac{3t+\text{"27"}}{\cosh t}\right)^{\!\frac{1}{3}}\) | M1 | Reverses substitution and rearranges to find equation for \(x\), with evaluated constant included |
| \(x = \left(\tanh t + \frac{3t+27}{\cosh t}\right)^{\!\frac{1}{3}}\) (oe) | A1 | Correct equation, any equivalent form, but must be \(x=\ldots\) |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Marks | Guidance |
| \(x(0.25) = \left(\tanh 0.25 + \frac{(0.75+27)}{\cosh 0.25}\right)^{\!\frac{1}{3}} = \ldots\,(= 3.0055\ldots)\) | M1 | Uses their model solution to find value at \(t=0.25\) |
| \(\%\) error is \(\frac{3.0055\ldots - 3.037\ldots}{3.0055\ldots}\times 100 = \ldots\) | M1 | Applies \(\frac{\text{actual value}-\text{estimate}}{\text{actual value}}\times 100\) with their values |
| Estimate in (a) is an overestimate by \(1.05\%\) (3 s.f.) | A1 | States part (a) is overestimate by \(1.05\%\) |
# Question 8:
## Part (a):
| Answer/Working | Marks | Guidance |
|---|---|---|
| At 6 hours $t = 0.25$ so "$h$" is $0.25$ | **B1** | Identifies correct step length; 6 hours is a quarter of a day, so $h = 0.25$ |
| At $t=0$: $\frac{\mathrm{d}x}{\mathrm{d}t} = \frac{3+\cosh 0}{3\times 3^2 \cosh 0} - \frac{1}{3}(3)\tanh 0 = \ldots \left(=\frac{4}{27}\right)$ | **M1** | Uses $y_0 = x(0) = 3$ and $t=0$ to find $\left(\frac{\mathrm{d}x}{\mathrm{d}t}\right)_0$; accept whichever notation used |
| So $x_1 \approx 3 + \text{"0.25"} \times \frac{\text{"4"}}{27} = \ldots$ | **M1** | Applies approximation formula with their $h$ and their $\left(\frac{\mathrm{d}y}{\mathrm{d}x}\right)_0$ |
| After 6 hours concentration is approximately $3.04$ ppm (3 s.f.) or $\frac{82}{27}$ ppm | **A1** | awrt $3.04$ ppm; accept $\frac{82}{27}$ ppm |
---
## Part (b):
| Answer/Working | Marks | Guidance |
|---|---|---|
| $\frac{\mathrm{d}u}{\mathrm{d}t} = 3x^2 \times \frac{\mathrm{d}x}{\mathrm{d}t}$ or $\frac{1}{3x^2}\frac{\mathrm{d}u}{\mathrm{d}t} = \frac{\mathrm{d}x}{\mathrm{d}t}$ or $\frac{\mathrm{d}u}{\mathrm{d}t} = \frac{\mathrm{d}u}{\mathrm{d}x}\times\frac{\mathrm{d}x}{\mathrm{d}t} = 3x^2\!\left(\frac{3+\cosh t}{3x^2\cosh t}-\frac{1}{3}x\tanh t\right)$ | **B1** | A correct equation relating $\frac{\mathrm{d}u}{\mathrm{d}t}$ and $\frac{\mathrm{d}x}{\mathrm{d}t}$ from the chain rule |
| $\frac{\mathrm{d}x}{\mathrm{d}t}=\frac{3+\cosh t}{3x^2\cosh t}-\frac{1}{3}x\tanh t \rightarrow \frac{1}{3x^2}\frac{\mathrm{d}u}{\mathrm{d}t}=\frac{3+\cosh t}{3x^2\cosh t}-\frac{1}{3}x\tanh t$ $\rightarrow \frac{\mathrm{d}u}{\mathrm{d}t}=\frac{3}{\cosh t}+1-u\tanh t$ | **M1** | Makes complete substitution for $x$ and $\frac{\mathrm{d}x}{\mathrm{d}t}$ in equation (I), or complete substitution for $u$ and $\frac{\mathrm{d}u}{\mathrm{d}t}$ in equation (II) |
| $\frac{\mathrm{d}u}{\mathrm{d}t} + u\tanh t = 1 + \frac{3}{\cosh t}$ * | **A1*** | Simplifies correctly to achieve the given result |
---
## Part (c):
| Answer/Working | Marks | Guidance |
|---|---|---|
| I.F. $= \exp\!\left(\int \tanh t\, \mathrm{d}t\right) = \exp(\ln\cosh t) = \cosh t$ | **B1** | Correct integrating factor found or spotted; allow $e^{\ln\cosh t}$ |
| $\Rightarrow u'\cosh t' = \int \!\cosh t'\!\left(1+\frac{3}{\cosh t}\right)\mathrm{d}t = \left\{\int \cosh t + 3\, \mathrm{d}t\right\}$ | **M1** | Applies IF to achieve $u\,\text{"}\cosh t\text{"} = \int\text{"}\cosh t\text{"}\!\left(1+\frac{3}{\cosh t}\right)\mathrm{d}t$ |
| $\Rightarrow u\cosh t = \sinh t + 3t\,(+c)$ | **M1** | Reasonable attempt to integrate RHS; need not include constant if IF correct; allow $\pm\sinh t + 3t\,(+c)$ |
| $u\cosh t = \sinh t + 3t + c$ or $u = \tanh t + \frac{3t}{\cosh t} + \frac{c}{\cosh t}$ oe | **A1** | Correct general solution, implicit or explicit, including constant of integration |
---
## Part (d):
| Answer/Working | Marks | Guidance |
|---|---|---|
| $t=0 \Rightarrow x=3,\; u=27 \Rightarrow c = 27\cosh 0 - \sinh 0 - 3(0) = 27$ | **M1** | Uses initial conditions in appropriate equation to find constant; either $t=0$, $u=27$ in answer to (c), or $t=0$, $x=3$ if substitution for $x$ occurs first |
| $\Rightarrow x = \left(\tanh t + \frac{3t+\text{"27"}}{\cosh t}\right)^{\!\frac{1}{3}}$ | **M1** | Reverses substitution and rearranges to find equation for $x$, with evaluated constant included |
| $x = \left(\tanh t + \frac{3t+27}{\cosh t}\right)^{\!\frac{1}{3}}$ (oe) | **A1** | Correct equation, any equivalent form, but must be $x=\ldots$ |
---
## Part (e):
| Answer/Working | Marks | Guidance |
|---|---|---|
| $x(0.25) = \left(\tanh 0.25 + \frac{(0.75+27)}{\cosh 0.25}\right)^{\!\frac{1}{3}} = \ldots\,(= 3.0055\ldots)$ | **M1** | Uses their model solution to find value at $t=0.25$ |
| $\%$ error is $\frac{3.0055\ldots - 3.037\ldots}{3.0055\ldots}\times 100 = \ldots$ | **M1** | Applies $\frac{\text{actual value}-\text{estimate}}{\text{actual value}}\times 100$ with their values |
| Estimate in (a) is an overestimate by $1.05\%$ (3 s.f.) | **A1** | States part (a) is overestimate by $1.05\%$ |
\begin{enumerate}
\item A community is concerned about the rising level of pollutant in its local pond and applies a chemical treatment to stop the increase of pollutant.
\end{enumerate}
The concentration, $x$ parts per million (ppm), of the pollutant in the pond water $t$ days after the chemical treatment was applied, is modelled by the differential equation
$$\frac { \mathrm { d } x } { \mathrm {~d} t } = \frac { 3 + \cosh t } { 3 x ^ { 2 } \cosh t } - \frac { 1 } { 3 } x \tanh t$$
When the chemical treatment was applied the concentration of pollutant was 3 ppm .\\
(a) Use the iteration formula
$$\left( \frac { \mathrm { d } y } { \mathrm {~d} x } \right) _ { n } \approx \frac { \left( y _ { n + 1 } - y _ { n } \right) } { h }$$
once to estimate the concentration of the pollutant in the pond water 6 hours after the chemical treatment was applied.\\
(b) Show that the transformation $u = x ^ { 3 }$ transforms the differential equation (I) into the differential equation
$$\frac { \mathrm { d } u } { \mathrm {~d} t } + u \tanh t = 1 + \frac { 3 } { \cosh t }$$
(c) Determine the general solution of equation (II)\\
(d) Hence find an equation for the concentration of pollutant in the pond water $t$ days after the chemical treatment was applied.\\
(e) Find the percentage error of the estimate found in part (a) compared to the value predicted by the model, stating if it is an overestimate or an underestimate.
\hfill \mbox{\textit{Edexcel FP1 2021 Q8 [17]}}