Learn how temperature swing adsorption (TSA) removes moisture from natural gas, shale gas, and compressed air. Explore AMI instruments for TSA adsorbent research.
Catalyst researchers are deep experts in surface chemistry, active site characterization, and reaction kinetics. But the bridge between a rate measured in a lab reactor and a meaningful design parameter — how much catalyst is needed, how long a reaction must run, what conversion is achievable at a given flow rate — lies in a set of fundamental equations that chemical engineers learn in their second year of undergraduate study and catalytic scientists rarely encounter formally.
Every reactor design equation — regardless of reactor type — starts from the same physical statement: the molar balance on a species A (which can be a reactant or a product) over a defined system boundary.
Written in words:
|
[Flow of A in] − [Flow of A out] − [Consumption of A by reaction] = [Accumulation of A in system] — Equation (1), the universal molar balance |
|---|
This single statement, applied to different reactor geometries and operating conditions, generates all three design equations. The rate of consumption of A per unit volume, rA, is always expressed on a molar basis and appears in each reactor's design equation. The rate law for rA is typically written in power-law form:
|
rA = k · CAn where k = rate constant, CA = concentration of A, n = reaction order |
|---|
For catalytic reactions — which are the dominant application of these equations in AMI instrument users' work — rA depends on the catalyst weight Wc rather than the reactor volume VR. The relationship between the two is determined by the physical configuration of the catalyst bed: fixed bed, slurry, monolith, or fluidized. For most AMI instrument applications, a fixed bed of known weight Wc is used, and the design equations below apply with Wc substituted for VR as the sizing parameter.
Before deriving the design equations, it helps to understand what each reactor type assumes — because those assumptions determine when each equation is valid for your experiment.
|
Reactor Type |
Flow Mode |
Mixing Assumption |
Key Parameter |
Typical Lab Use |
|---|---|---|---|---|
|
Batch |
No flow (closed system) |
Perfectly mixed — uniform CA and T throughout |
Reaction time t |
Kinetic studies, small-scale synthesis, catalyst screening |
|
CSTR (Continuous Stirred Tank) |
Continuous flow |
Perfectly mixed — exit CA equals bulk CA |
Space time τ = VR/vi |
Steady-state kinetics, liquid-phase reactions, slurry catalysis |
|
Plug Flow (PFR) |
Continuous flow |
No axial back-mixing — composition varies along length |
Space time τ = VR/v |
Fixed-bed catalysis, TPR/TPD/TPO experiments, gas-phase reactions |
Laboratory reactors are almost always one of these three ideal types or a close approximation. Pilot-plant and commercial reactors are typically described mathematically as deviations from these ideals — which is why understanding the ideal equations first is a prerequisite for any scale-up work.
A batch reactor (Figure 1a; alt text: schematic of batch reactor showing VR, CA, XA, and time t with no flow) is charged with reactants at time zero, sealed as a closed system, and maintained in a well-mixed state to eliminate concentration and temperature gradients. The molar balance from Equation (1) simplifies to a single accumulation term — because there is no flow in or out:
|
dNA/dt = rA · VR — Equation (2), batch reactor molar balance |
|---|
Because the reaction consumes A, rA carries a negative sign for a reactant. Expressing NA in terms of fractional conversion XA:
NA = NAi − XA · NAi where NAi is the initial moles of A and XA is the fraction of A converted at time t.
Substituting and separating variables, the batch reactor design equation in integrated form is:
|
t = ∫₀^XAf [−NAi / (rA · VR)] dXA — Batch Reactor Design Equation (5) |
|---|
This equation gives the reaction time t required to achieve a final conversion XAf for a given initial charge NAi, reactor volume VR, and rate rA as a function of XA.
For a 1st order reaction (rA = k·CA) at constant volume, CA = CAi(1 − XA), the integral solves analytically:
|
t = −(1/k) · ln(1 − XA) — Batch, 1st Order, Constant Volume, Isothermal (8) |
|---|
For a 2nd order reaction (rA = k·CA²):
|
t = −(VR / kNAi) · [XAf / (1 − XAf)] — Batch, 2nd Order, Constant Volume, Isothermal (9) |
|---|
|
Practical note for AMI instrument users: Constant volume holds when (a) all species are gaseous and the reactor is a rigid vessel, or (b) all species are in liquid phase with negligible volume change on reaction. Most TPR, TPO, and TPD experiments on AMI instruments involve gas-solid systems where the solid catalyst volume change is negligible — the gas-phase volume of the reactor can be treated as constant. |
|---|
A CSTR (Figure 1b; alt text: schematic of CSTR showing continuous inlet feed CAi/vi/FAi/XA=0 and outlet CAf/vf/FAf/XAf with well-mixed volume VR) operates at steady state with continuous feed and product removal. The perfect mixing assumption means conditions inside the reactor are spatially uniform and equal to the exit conditions — the concentration at the outlet equals the concentration throughout the reactor.
Under steady state, the accumulation term in Equation (1) is zero. The molar balance becomes:
|
FAi − FAf − rA · VR = 0 — Equation (10), CSTR steady-state molar balance |
|---|
Expressing molar flow rates in terms of volumetric flow rate vi and conversion XAf, this rearranges to the CSTR design equation:
|
τ = VR / vi = (CAi · XAf) / rA — CSTR Design Equation (11), Steady State, Isothermal |
|---|
Here τ (tau) is the space time — the time required to process one reactor volume of feed at inlet conditions. It equals VR/vi and represents the average residence time of a molecule in the reactor. To complete any CSTR calculation, rA must be expressed as a function of XAf using the rate law and the fact that exit concentration CAf = CAi(1 − XAf) for constant-density systems.
|
Key feature of CSTR design: Because the reactor is perfectly mixed, rA is evaluated at the exit conversion XAf — the lowest conversion in the system. This means a CSTR always operates at the lowest possible reaction rate for a given conversion target. For positive-order reactions, a PFR of equal volume will always achieve higher conversion than a CSTR. This is the fundamental trade-off between the two flow reactor types. |
|---|
A plug flow reactor (Figure 1c; alt text: schematic of PFR showing axial flow from inlet CAi/vi/XA=0 to outlet CAf/vf/XAf through volume VR) models the reactor as a series of thin fluid plugs moving through a tube without any axial back-mixing. Each plug is a closed system traveling through the reactor, with composition changing continuously from inlet to outlet.
Because concentration varies along the reactor length, the design equation cannot be written as a simple algebraic balance over the whole reactor. Instead, a molar balance is written over a differential element of length dl (Figure 2; alt text: PFR cross-section showing differential element at position l with length dl between inlet at 0 and outlet at L):
|
[FA]l − [FA]l+dl − rA · A · dl = 0 — Equation (12), PFR differential molar balance |
|---|
Integrating over the full reactor length from inlet (XA = 0) to outlet (XA = XAf) gives the PFR design equation:
|
VR = ∫₀^XAf d(CA·v) / (−rA) — PFR Design Equation (13) |
|---|
For constant density (constant volumetric flow rate v), this simplifies to the space time form:
|
τ = VR/v = (1/k) ∫₀^XAf dXA / (1 − XA) — PFR, Constant Volume, Isothermal |
|---|
For a 1st order reaction at isothermal, constant-volume conditions, this integrates analytically to:
|
τ = VR/v = −(1/k) · ln(1 − XAf) — PFR, 1st Order, Isothermal, Constant Volume (14) |
|---|
For gas-phase reactions where the number of moles changes during reaction (e.g., A → 2B), the volumetric flow rate v changes along the reactor length as conversion proceeds. This is captured by the expansion factor δA:
|
v = vi(1 + δA · yAi · XA) where δA = (r + s + … − a − b − …) / a — Equation for v with volume change |
|---|
Here yAi is the initial mole fraction of A and δA captures the net change in moles per mole of A reacted. For a 1st order gas-phase reaction with volume change, the PFR space time becomes:
|
τ = (1 / kCAi) ∫₀^XAf [(1 + δA·yAi·XA) / (1 − XA)] dXA — PFR, Gas Phase, 1st Order, Constant Pressure (15) |
|---|
This integral generally requires numerical evaluation for non-trivial δA values. For δA = 0 (equimolar reaction, no volume change), it reduces to the simpler ln form of Equation (14).
|
Reactor |
Operating Mode |
Design Equation |
Condition |
Rate Evaluation |
|---|---|---|---|---|
|
Batch |
Closed, time-dependent |
t = ∫₀^XAf [−NAi dXA / (rA·VR)] |
Isothermal, constant volume |
rA at each XA along the integral |
|
Batch (1st order) |
Closed, time-dependent |
t = −(1/k)·ln(1 − XA) |
Isothermal, constant volume, 1st order |
Analytical solution |
|
Batch (2nd order) |
Closed, time-dependent |
t = −(VR/kNAi)·[XAf/(1−XAf)] |
Isothermal, constant volume, 2nd order |
Analytical solution |
|
CSTR |
Continuous, steady state |
τ = VR/vi = (CAi·XAf)/rA |
Isothermal, well-mixed |
rA evaluated at exit XAf (lowest rA in system) |
|
PFR |
Continuous, steady state |
VR = ∫₀^XAf d(CAv)/(−rA) |
Isothermal, plug flow |
rA varies continuously from inlet to outlet |
|
PFR (1st order, const. vol.) |
Continuous, steady state |
τ = −(1/k)·ln(1 − XAf) |
Isothermal, 1st order, liquid or equimolar gas |
Analytical solution |
|
PFR (gas phase, vol. change) |
Continuous, steady state |
τ = (1/kCAi)∫[(1+δA·yAi·XA)/(1−XA)]dXA |
Isothermal, 1st order, constant pressure |
Numerical integration typically required |
The equations above use reactor volume VR as the sizing parameter. For heterogeneous catalysis — where the reaction occurs on the surface of a solid catalyst rather than in the bulk fluid — the relevant quantity is the weight of catalyst Wc, not VR. The two are related through the bulk density and packing fraction of the catalyst bed, which depend on whether the catalyst is deployed as a fixed bed, in slurry phase, as a monolith, or in another configuration.
For most lab-scale catalytic fixed-bed experiments — the most common configuration used with AMI instruments — the design equations above apply with Wc substituted for VR, and the rate rA expressed per unit mass of catalyst (mol·g⁻¹·s⁻¹) rather than per unit volume (mol·L⁻¹·s⁻¹). The space time then becomes Wc/FA0, sometimes written as the weight-to-feed-rate ratio W/F:
|
W/F = Wc / FA0 = ∫₀^XAf dXA / (−rA') — Catalytic PFR (packed bed) design equation where rA' is the reaction rate per unit mass of catalyst [mol·gcat⁻¹·s⁻¹] |
|---|
This weight-to-feed-rate ratio W/F is the fundamental experimental variable in catalytic activity measurements on AMI instruments. Varying W/F — by changing catalyst weight or feed flow rate while holding all other conditions constant — produces the conversion vs. W/F curve from which intrinsic rate constants can be extracted.
|
Related reading: For practical guidance on measuring catalytic activity using temperature-programmed techniques, see our articles on understanding TPR parameters and profiles and catalyst performance characterization. For quantifying active site density — the Wc term — see our article on measuring metal dispersion by pulse chemisorption. |
|---|
Each AMI reactor instrument approximates one of the three ideal reactor types under its standard operating conditions. Understanding which model applies to your instrument is the first step in extracting meaningful kinetic parameters from your data.
|
AMI Instrument |
Reactor Type it Approximates |
Key Experimental Use |
Design Equation to Apply |
|---|---|---|---|
|
AMI-300 (fixed-bed quartz reactor) |
Plug Flow Reactor (PFR) |
TPR, TPD, TPO, TPSR — gas flows through catalyst bed with minimal back-mixing |
PFR design equation; W/F as sizing parameter |
|
AMI-400TPX (fixed-bed reactor system) |
Plug Flow Reactor (PFR) |
High-temperature catalytic activity testing, reaction kinetics under varied conditions |
PFR design equation; use W/F and conversion vs. temperature data |
|
uBenchCAT (micro-reactor) |
Plug Flow Reactor (PFR) |
Catalytic activity screening, selectivity studies at lab scale |
PFR design equation; differential reactor approximation at low conversion |
|
BenchCat (larger fixed-bed) |
Plug Flow Reactor (PFR) |
Pilot-scale catalyst evaluation, process simulation |
PFR design equation; see also scale-up considerations |
|
AMI-300 (slurry mode) |
CSTR approximation |
Liquid-phase catalytic reactions with suspended catalyst |
CSTR design equation; τ = VR/vi = (CAi·XAf)/rA |
|
Differential vs. integral reactor operation: When conversion per pass is kept below ~10% (differential reactor mode), the rate rA can be treated as approximately constant across the bed — eliminating the need for integration and making direct rate measurement straightforward. At higher conversions (integral reactor mode), the full PFR design equation must be applied. Most AMI fixed-bed experiments for kinetic studies use differential reactor conditions to simplify rate extraction. |
|---|
All design equations derived above assume isothermal operation — constant temperature throughout the reactor and across all time points (for batch) or positions (for flow reactors). Non-isothermal operation requires simultaneous solution of both the molar balance and the energy balance, coupling temperature and conversion through the reaction enthalpy and heat transfer parameters.
In practice, most laboratory catalyst studies deliberately operate isothermally for a straightforward reason: isothermal data is far easier to interpret. When temperature is constant, the rate constant k is fixed, and conversion depends only on catalyst amount, contact time, and feed composition. Non-isothermal data introduces coupling between conversion and temperature that complicates kinetic analysis and can mask catalyst performance differences.
AMI instruments are designed with isothermal laboratory operation as the baseline. The AMI-300 and AMI-400TPX systems use high-precision temperature controllers and furnace designs that maintain flat temperature profiles across the catalyst bed. When temperature-programmed experiments (TPR, TPD, TPO) are run, the analysis interprets the temperature-dependent signal in terms of activation energies and surface species binding strengths — not in terms of steady-state conversion, which would require the full non-isothermal design equation treatment.
|
Scale-up note: Moving from laboratory to pilot or commercial scale introduces non-ideal behavior — radial temperature and concentration gradients, axial dispersion, and pressure drop across the bed — that require corrections to the ideal reactor models. See our article on commercial and lab scale reactors for a discussion of how laboratory reactor data is used to design larger systems. |
|---|
The reactor design equations for batch, CSTR, and plug flow reactors all derive from a single mass balance statement. For each reactor type, the design equation connects the parameters a catalytic scientist measures — conversion, rate, catalyst weight, feed flow rate — into a relationship that enables reactor sizing, residence time calculation, and kinetic parameter extraction.
For catalytic reactions, VR is replaced by catalyst weight Wc, and the rate rA is expressed per unit mass of catalyst. The weight-to-feed-rate ratio W/F is the key experimental variable in fixed-bed activity measurements. For laboratory studies on AMI instruments — which almost universally approximate the plug flow reactor model — the PFR design equation and its differential reactor simplification are the most practically relevant forms.
Explore AMI's full range of lab scale catalysis reactor instruments, including the AMI-300 chemisorption and temperature-programmed analysis system. For complementary reading, visit the AMI Technical Library for application notes on TPR, TPD, TPO, chemisorption, and catalyst characterization.
Reactor design equations are mathematical expressions derived from molar (mass) balances that relate the key parameters of a chemical reaction system — conversion, reaction rate, temperature, reactor volume (or catalyst weight), and flow rate. They allow engineers and scientists to size reactors, predict performance, and extract kinetic parameters from experimental data. The three fundamental design equations correspond to the three ideal reactor types: batch, CSTR, and plug flow.
The batch reactor design equation gives the reaction time t required to achieve a target conversion in a closed, well-mixed system with no flow. The CSTR design equation gives the space time τ (= VR/vi) for a continuous, well-mixed flow reactor where exit conditions equal bulk reactor conditions. The PFR design equation integrates over the reactor length because concentration varies continuously from inlet to outlet with no back-mixing. For the same conversion target and reaction order, PFR always requires less reactor volume than CSTR.
For heterogeneous catalytic reactions, reactor volume VR in the design equations is replaced by catalyst weight Wc, and the reaction rate rA is expressed per unit mass of catalyst (mol·gcat⁻¹·s⁻¹). The design equation for a catalytic fixed-bed reactor then gives the weight-to-feed-rate ratio W/F required to achieve a target conversion. Varying W/F experimentally — by changing catalyst loading or feed rate — produces the W/F vs. conversion data from which intrinsic rate constants are determined.
Space time τ is defined as VR/vi — the reactor volume divided by the volumetric feed flow rate at inlet conditions. It represents the average time a fluid element spends in the reactor and is the key design parameter for continuous flow reactors (CSTR and PFR). Space time is distinct from residence time in a CSTR (which equals τ for constant density), and from the actual time a fluid element takes to traverse a PFR (which equals τ only for constant-density, isothermal systems).
The constant-volume simplification of the batch reactor design equation (NA = NAi(1 − XA), VR = constant) applies when either (a) all reacting species are in the gas phase and the reactor is a rigid vessel, so pressure changes but volume does not, or (b) all species are in the liquid phase and there is negligible volume change on reaction. For most solid-catalyzed gas-phase reactions in a fixed-bed tube reactor, the gas volume is constant and the simplified equations apply directly.
Learn how temperature swing adsorption (TSA) removes moisture from natural gas, shale gas, and compressed air. Explore AMI instruments for TSA adsorbent research.
Compare lab scale catalytic reactors for screening, kinetic studies, and scale-up. Fixed-bed, CSTR, batch, and recirculating reactor selection guide from AMI.
Use XRD internal standard correction with LaB₆ to eliminate systematic errors in battery materials analysis — accurate LiFePO₄ lattice parameters and graphitization degree.
Bauxite XRD phase analysis with Rietveld refinement: identify and quantify gibbsite, goethite, and hematite using the AMI Lattice Series per ISO 19950 and ASTM D4926.