| Exam Board | Edexcel |
|---|---|
| Module | Paper 2 (Paper 2) |
| Year | 2024 |
| Session | June |
| Marks | 12 |
| Paper | Download PDF ↗ |
| Mark scheme | Download PDF ↗ |
| Topic | First order differential equations (integrating factor) |
| Type | Modelling with logistic growth |
| Difficulty | Standard +0.3 This is a standard logistic growth differential equation question with routine steps: partial fractions (straightforward), separation of variables, integration using the partial fractions result, and applying initial conditions. Part (c) requires algebraic manipulation to reach the given form, and part (d) asks for the limiting behavior as tââ, which is a direct observation. While it's a multi-part question worth several marks, each step follows a well-practiced procedure with no novel insights required, making it slightly easier than the average A-level question. |
| Spec | 1.02y Partial fractions: decompose rational functions1.08k Separable differential equations: dy/dx = f(x)g(y) |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Mark | Guidance |
| \(\frac{1}{V(25-V)} = \frac{P}{V} + \frac{Q}{25-V}\), e.g. \(1 = P(25-V) + QV\) | M1 | Sets up partial fractions and uses correct method to find at least one constant; do not condone \(1 = PV + Q(25-V)\) |
| \(\frac{1}{V(25-V)} = \frac{1}{25V} + \frac{1}{25(25-V)}\) | A1 | Correct partial fractions in any form; mark not just for constants but correctly written fractions, seen in (a) or used in (b) |
| (2 marks) |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Mark | Guidance |
| \(\int \frac{1}{V(25-V)}\,dV = \frac{1}{25}\ln V - \frac{1}{25}\ln(25-V)\) | M1 | Reaches form \(p\ln\alpha V \pm q\ln\beta(25-V)\); must attempt partial fractions first |
| \(\frac{1}{25}\ln V - \frac{1}{25}\ln(25-V) = \frac{1}{10}t\,(+c)\) | A1ft | Fully correct equation following their \(P\) and \(Q\); "\(+c\)" not required here |
| \(t=0, V=20 \Rightarrow \frac{1}{25}\ln 20 - \frac{1}{25}\ln 5 = c \Rightarrow c = \frac{1}{25}\ln 4\) | M1 | Substitutes \(t=0\), \(V=20\) to find constant |
| \(V=24 \Rightarrow t = \frac{2}{5}\ln 24 - \frac{2}{5}\ln 1 - \frac{2}{5}\ln 4\) | dM1 | Substitutes \(V=24\) into their equation with found constant |
| \(= 43\) (or exact \(24\ln 6\)) | A1 | |
| (5 marks) |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Mark | Guidance |
| \(\ln V - \ln(25-V) = 2.5t + \ln 4\) | M1 | Multiplies through by 25 and combines log terms correctly |
| \(\ln\frac{V}{4(25-V)} = 2.5t \Rightarrow \frac{V}{4(25-V)} = e^{2.5t}\) | ||
| \(V = 4e^{2.5t}(25-V) \Rightarrow V + 4Ve^{2.5t} = 100e^{2.5t}\) | M1 | Rearranges to make \(V\) the subject |
| \(V = \frac{100e^{2.5t}}{1+4e^{2.5t}} = \frac{100}{e^{-2.5t}+4}\) | A1 | Correct expression for \(V\) |
| (3 marks) |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Mark | Guidance |
| \(25\) (microlitres) | B1 | |
| Since as \(t \to \infty\), \(e^{-2.5t} \to 0\) | B1 | Correct reasoning |
| (2 marks) |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Mark | Guidance |
| \(\frac{1}{25}\ln V - \frac{1}{25}\ln(625-25V) = \frac{1}{10}t(+c)\) | M1A1 | Allow \(( )\) or \(\ |
| \(\ln V - \ln(25-V) = 2.5t(+c)\) | Equivalent forms accepted | |
| \(\frac{2}{5}\ln 25V - \frac{2}{5}\ln(25-V) = t(+c)\) | Multiple forms acceptable | |
| General form: \(P\ln\alpha V - Q\ln\beta(25-V) = \frac{1}{10}t(+c)\) | Do not condone missing brackets unless implied by later work | |
| Uses \(t=0\), \(V=20\) to find constant of integration | M1 | Not formally dependent but needs some attempt to integrate both sides |
| Uses \(V=24\) to find value for \(t\) | dM1 | Depends on previous method mark; depends on attempt to integrate both sides |
| \(t = 43\) or awrt \(43.0\) or exact value \(24\ln 6\) | A1 | Units not required; if given must be minutes; note in hours \(t = 0.7167...\) scores A0 |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Mark | Guidance |
| \(\left[\frac{1}{25}\ln V - \frac{1}{25}\ln(25-V)\right]_{20}^{24} = \left[\frac{1}{10}t\right]_0^T \Rightarrow \frac{1}{25}\ln 24 - \frac{1}{25}\ln 4 = \frac{1}{10}T\) | M1 | Applies limits 20 and 24 to lhs and 0 to "\(T\)" on rhs |
| \(T = \frac{10}{25}\ln 24 - \frac{10}{25}\ln 4 = ...\) Solves to find \(T\) | dM1 | Depends on previous method mark |
| \(t = 43\) or awrt \(43.0\) or exact value \(24\ln 6\) | A1 | Units not required; if given must be minutes |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Mark | Guidance |
| Uses fully correct log work to eliminate all ln's including from e.g. \(e^{\ln 4}\) | M1 | Condone sign or coefficient slips only |
| Proceeds from equation of form \(\frac{...V}{...(25-V)} = ...e^{-t}\) using correct algebra: \(V = ...\) e.g. \(\frac{...V}{...(25-V)} = ...e^{-t} \Rightarrow ...V = ...(25-V)...e^{-t} \Rightarrow (...\pm...)V = ...e^{-t} \Rightarrow V = ...\) | M1 | Condone sign/coefficient slips only |
| Correct expression (not just values for constants) | A1 |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Mark | Guidance |
| Correct value of 25 seen | B1 | Allow e.g. \(<25\) or \(\leq 25\); condone \(>25\) but following mark not available |
| Depends on correct final equation in (c) e.g. \(V = \frac{100e^{2.5t}}{1+4e^{2.5t}}\); considers behaviour as \(t\to\infty\), e.g. as \(t\to\infty\), \(e^{-2.5t}\to 0\) | B1 | and one of: |
| OR: \(V < 25\) as \(\ln(25-V)\) not possible when \(V \geq 25\) | ||
| OR: Verifies the 25 using a value of \(t\) |
| Answer | Marks | Guidance |
|---|---|---|
| Answer/Working | Mark | Guidance |
| Correct value of 25 seen | B1 | Allow \(<25\) or \(\leq 25\); condone \(>25\) but following mark unavailable |
| When \(V=25\), \(\frac{dV}{dt}=0\) or \(\frac{dV}{dt}<0\) if \(V>25\) | B1 |
# Question 12(a):
| Answer/Working | Mark | Guidance |
|---|---|---|
| $\frac{1}{V(25-V)} = \frac{P}{V} + \frac{Q}{25-V}$, e.g. $1 = P(25-V) + QV$ | M1 | Sets up partial fractions and uses correct method to find at least one constant; do **not** condone $1 = PV + Q(25-V)$ |
| $\frac{1}{V(25-V)} = \frac{1}{25V} + \frac{1}{25(25-V)}$ | A1 | Correct partial fractions in any form; mark not just for constants but correctly written fractions, seen in (a) **or used in** (b) |
| **(2 marks)** | | |
---
# Question 12(b):
| Answer/Working | Mark | Guidance |
|---|---|---|
| $\int \frac{1}{V(25-V)}\,dV = \frac{1}{25}\ln V - \frac{1}{25}\ln(25-V)$ | M1 | Reaches form $p\ln\alpha V \pm q\ln\beta(25-V)$; must attempt partial fractions first |
| $\frac{1}{25}\ln V - \frac{1}{25}\ln(25-V) = \frac{1}{10}t\,(+c)$ | A1ft | Fully correct equation following their $P$ and $Q$; "$+c$" not required here |
| $t=0, V=20 \Rightarrow \frac{1}{25}\ln 20 - \frac{1}{25}\ln 5 = c \Rightarrow c = \frac{1}{25}\ln 4$ | M1 | Substitutes $t=0$, $V=20$ to find constant |
| $V=24 \Rightarrow t = \frac{2}{5}\ln 24 - \frac{2}{5}\ln 1 - \frac{2}{5}\ln 4$ | dM1 | Substitutes $V=24$ into their equation with found constant |
| $= 43$ (or exact $24\ln 6$) | A1 | |
| **(5 marks)** | | |
---
# Question 12(c):
| Answer/Working | Mark | Guidance |
|---|---|---|
| $\ln V - \ln(25-V) = 2.5t + \ln 4$ | M1 | Multiplies through by 25 and combines log terms correctly |
| $\ln\frac{V}{4(25-V)} = 2.5t \Rightarrow \frac{V}{4(25-V)} = e^{2.5t}$ | | |
| $V = 4e^{2.5t}(25-V) \Rightarrow V + 4Ve^{2.5t} = 100e^{2.5t}$ | M1 | Rearranges to make $V$ the subject |
| $V = \frac{100e^{2.5t}}{1+4e^{2.5t}} = \frac{100}{e^{-2.5t}+4}$ | A1 | Correct expression for $V$ |
| **(3 marks)** | | |
---
# Question 12(d):
| Answer/Working | Mark | Guidance |
|---|---|---|
| $25$ (microlitres) | B1 | |
| Since as $t \to \infty$, $e^{-2.5t} \to 0$ | B1 | Correct reasoning |
| **(2 marks)** | | |
# Mark Scheme Extraction
---
## Question 12 (Differential Equation - continued):
### Part (b) - Integration:
| Answer/Working | Mark | Guidance |
|---|---|---|
| $\frac{1}{25}\ln V - \frac{1}{25}\ln(625-25V) = \frac{1}{10}t(+c)$ | M1A1 | Allow $( )$ or $\| \|$ around ln arguments; condone "log" for ln |
| $\ln V - \ln(25-V) = 2.5t(+c)$ | | Equivalent forms accepted |
| $\frac{2}{5}\ln 25V - \frac{2}{5}\ln(25-V) = t(+c)$ | | Multiple forms acceptable |
| General form: $P\ln\alpha V - Q\ln\beta(25-V) = \frac{1}{10}t(+c)$ | | Do **not** condone missing brackets unless implied by later work |
| Uses $t=0$, $V=20$ to find constant of integration | M1 | Not formally dependent but needs some attempt to integrate both sides |
| Uses $V=24$ to find value for $t$ | dM1 | Depends on previous method mark; depends on attempt to integrate both sides |
| $t = 43$ or awrt $43.0$ or exact value $24\ln 6$ | A1 | Units not required; if given must be minutes; note in hours $t = 0.7167...$ scores A0 |
**Alternative for final 3 marks:**
| Answer/Working | Mark | Guidance |
|---|---|---|
| $\left[\frac{1}{25}\ln V - \frac{1}{25}\ln(25-V)\right]_{20}^{24} = \left[\frac{1}{10}t\right]_0^T \Rightarrow \frac{1}{25}\ln 24 - \frac{1}{25}\ln 4 = \frac{1}{10}T$ | M1 | Applies limits 20 and 24 to lhs and 0 to "$T$" on rhs |
| $T = \frac{10}{25}\ln 24 - \frac{10}{25}\ln 4 = ...$ Solves to find $T$ | dM1 | Depends on previous method mark |
| $t = 43$ or awrt $43.0$ or exact value $24\ln 6$ | A1 | Units not required; if given must be minutes |
**Note:**
$$\int \frac{1}{25V} + \frac{1}{25(25-V)}\,dV = \int \frac{1}{25V} - \frac{1}{25V-625}\,dV = \frac{1}{25}\ln V - \frac{1}{25}\ln(25V-625) = \frac{1}{10}t(+c)$$
is also correct integration and scores M1A1.
---
### Part (c) - Eliminating logarithms:
| Answer/Working | Mark | Guidance |
|---|---|---|
| Uses fully correct log work to eliminate all ln's including from e.g. $e^{\ln 4}$ | M1 | Condone sign or coefficient slips only |
| Proceeds from equation of form $\frac{...V}{...(25-V)} = ...e^{-t}$ using correct algebra: $V = ...$ e.g. $\frac{...V}{...(25-V)} = ...e^{-t} \Rightarrow ...V = ...(25-V)...e^{-t} \Rightarrow (...\pm...)V = ...e^{-t} \Rightarrow V = ...$ | M1 | Condone sign/coefficient slips only |
| Correct expression (not just values for constants) | A1 | |
---
### Part (d) - Long-term value:
| Answer/Working | Mark | Guidance |
|---|---|---|
| Correct value of 25 seen | B1 | Allow e.g. $<25$ or $\leq 25$; condone $>25$ but following mark not available |
| Depends on correct final equation in (c) e.g. $V = \frac{100e^{2.5t}}{1+4e^{2.5t}}$; considers behaviour as $t\to\infty$, e.g. as $t\to\infty$, $e^{-2.5t}\to 0$ | B1 | **and one of:** |
| OR: $V < 25$ as $\ln(25-V)$ not possible when $V \geq 25$ | | |
| OR: Verifies the 25 using a value of $t$ | | |
**Using the differential equation:**
| Answer/Working | Mark | Guidance |
|---|---|---|
| Correct value of 25 seen | B1 | Allow $<25$ or $\leq 25$; condone $>25$ but following mark unavailable |
| When $V=25$, $\frac{dV}{dt}=0$ **or** $\frac{dV}{dt}<0$ if $V>25$ | B1 | |
---
\begin{enumerate}
\item (a) Express $\frac { 1 } { V ( 25 - V ) }$ in partial fractions.
\end{enumerate}
The volume, $V$ microlitres, of a plant cell $t$ hours after the plant is watered is modelled by the differential equation
$$\frac { \mathrm { d } V } { \mathrm {~d} t } = \frac { 1 } { 10 } V ( 25 - V )$$
The plant cell has an initial volume of 20 microlitres.\\
(b) Find, according to the model, the time taken, in minutes, for the volume of the plant cell to reach 24 microlitres.\\
(c) Show that
$$V = \frac { A } { \mathrm { e } ^ { - k t } + B }$$
where $A , B$ and $k$ are constants to be found.
The model predicts that there is an upper limit, $L$ microlitres, on the volume of the plant cell.\\
(d) Find the value of $L$, giving a reason for your answer.
\hfill \mbox{\textit{Edexcel Paper 2 2024 Q12 [12]}}