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Logistics & supply chain / Warehouse Design & Methods

Axle Weight Distribution When Loading a Trailer

By Vikasraj YadavPublished 9 min read

For dc general managers, warehouse engineers and 3pl site leads · Understand the problem

Axle Weight Distribution When Loading a Trailer — Warehouse operations manager holding up a blank ruled clipboard alongside an inventory planner holding a rugged tablet in a wide aisle between multi-tier selective pallet racks holding brown carton pallets.

Axle Weight Distribution When Loading a Trailer: Illustrative warehouse pallet racking and peak-buffer capacity review; not a client facility.

At a glance · Quick answer

Quick answer: axle weight distribution trailer loading

Axle weight distribution in trailer loading follows the lever rule: trailer-tandem load equals the cargo and trailer moment about the kingpin divided by the kingpin-to-tandem distance, and the remainder splits between steer and drives by fifth-wheel offset. Each group must meet 23 CFR 658.17 limits of 20,000 and 34,000 pounds plus the bridge formula.

TL;DR — what you’ll learn

  • Spreading 22 pallets of 2,000 pounds over all 13 rows moved the cargo centre four feet rearward and put the trailer tandem 2,975 pounds over 34,000.
  • For a 44,000-pound load centred 19 feet behind the kingpin, each six inches of forward tandem slide adds 432 pounds to the trailer tandem.
  • A dense load with tandems slid to 31 feet passed every group limit but failed the inner bridge by 1,108 pounds; the legal slider window was 18 inches.
  • On an Indian 4x2 tractor with a tri-axle trailer, a 28-tonne payload was legal only with its centre 6.69 to 7.30 metres behind the kingpin.

Topics: axle weight distribution trailer loading · bridge formula · sliding tandems · worked example · fifth wheel position

All quantities, amounts, product codes and events are illustrative teaching examples.

The truck leaves the dock at 77,000 pounds, three thousand under the federal gross limit, and the first scale ticket shows the trailer tandem at 36,980. Nobody overloaded the trailer. The crew spread 22 pallets across every row "to balance it", which moved the cargo's centre of gravity rearward until the tandem carried almost three thousand pounds more than the law allows. The driver turns back, the appointment is missed, and the load plan said nothing about where each pallet should sit.

Axle weight is a lever problem, and the arithmetic fits on one page. Given the cargo weight in each pallet row, the kingpin-to-tandem distance and the tractor's fifth-wheel position, a planner can predict the steer, drive and trailer-tandem weights before a forklift moves, and choose rows and slider holes that keep every group legal.

  • What this guide covers: moment arithmetic for kingpin and tandem loads, how the tractor divides the kingpin load, sliding tandems and the 40-foot kingpin limit in California, bridge-formula checks, row-by-row dock planning and India's fixed-bogie trucks under S.O. 3467(E).
  • What it adds: worked axle weights for four US loads and one Indian tractor-trailer, a formula block a planner can copy into a spreadsheet, a timestamped scale failure and a pre-departure checklist.

Gross weight tells you only that the axles together are legal; each group must also pass its own limit. On the US Interstate, 23 CFR 658.17 allows 20,000 pounds on a single axle and 34,000 on a tandem inside an 80,000-pound gross, all inclusive of enforcement tolerances.

  • Steer axle: carries the tractor's front end plus a small share of the kingpin load; its working ceiling is usually the axle and tyre rating, well below 20,000 pounds.
  • Drive tandem: sits under the fifth wheel and takes most of the kingpin load, so cargo near the trailer nose lands here.
  • Trailer tandem: carries the rear share of trailer and cargo, so cargo toward the tail lands here.
  • Same gross, different result: a load moved four feet rearward can push one group over while the gross does not change at all.

Our article on overweight container limits covers federal and state limits, sealed-container permits and India's overload penalties for containers on chassis. This one is about the loading dock: how pallet rows, slider holes and the fifth wheel move weight between groups on a van or flatbed, and how to plan that before the first pallet goes in.

Scroll horizontally to see all columns.

Who holds each input to an axle-weight plan and who approves departure
InputWhere it comes fromWho keeps it currentWho approves the load leaving
Empty axle weights of the tractor and trailerCertified scale ticket of the empty unitFleet coordinator or carrierTransport manager
Axle ratings (GAWR) and tyre ratingsVehicle certification label, tyre sidewallFleet maintenanceTransport manager
Kingpin-to-rear-axle setting and slider holeDriver's measurement at the trailerDriverDock lead, against the route's limit
Fifth-wheel positionTractor specification, slide markingDriver and fleet maintenanceDock lead
Pallet weights and row positionsWMS pallet records and load planLoad plannerShipping supervisor
Indian registered axle weights and GVWRegistration certificateTransport compliance leadDespatch in-charge

The trailer as a beam: kingpin and tandem shares by the lever rule

A loaded semitrailer behaves like a beam resting on two supports, the kingpin and the centre of the trailer tandem. The share each support carries depends only on where the weight's centre sits between them.

Measure every distance rearward from the kingpin. Multiply each pallet row's weight by its distance, add the trailer's own weight times its centre-of-gravity distance, and divide the total moment by the kingpin-to-tandem-centre distance. That quotient is the load on the trailer tandem. Whatever is left of the trailer and cargo weight goes through the kingpin into the tractor.

Axle-group loads for a five-axle tractor-semitrailer (moments about the kingpin)

T     = KPRA - s / 2                       kingpin to trailer-tandem centre, ft
          KPRA = kingpin to rearmost trailer axle, ft   s = trailer tandem spread, ft
M     = W_tr x x_tr + sum(w_i x x_i)       moment about the kingpin, lb-ft
          W_tr, x_tr = trailer tare and its CG distance   w_i, x_i = row weight and row-centre distance
P_tt  = M / T                              trailer tandem load (cargo plus trailer share)
P_kp  = W_tr + sum(w_i) - P_tt             load through the kingpin
P_st  = S0 + P_kp x f / WB                 steer axle;  S0 = tractor-only steer weight
P_dr  = D0 + P_kp x (WB - f) / WB          drive tandem; D0 = tractor-only drive weight
          WB = steer axle to drive-tandem centre, ft   f = kingpin ahead of drive-tandem centre, ft

Bridge check:  W = 500 x (L x N / (N - 1) + 12N + 36), to the nearest 500 lb

Illustrative: W_tr 14,500 at 27 ft; 44,000 lb cargo with CG at 19 ft; KPRA 40; s = 49 in
  T = 37.96  M = 1,227,500  P_tt = 32,338  P_kp = 26,162
  WB = 20, f = 1.5, S0 = 11,000, D0 = 7,500  ->  P_st = 12,962  P_dr = 31,700

All the inputs except cargo weights are fixed for a given tractor, trailer and slider setting, so the planner can store them once per equipment pair. The empty-unit scale ticket supplies S0, D0 and the trailer's tare split; the cargo CG comes from the load plan. In this illustration a 44,000-pound cargo in the front 11 of 13 rows lands at 19 feet from the kingpin.

Trailer-tandem load in a tractor-semitrailer loading plan equals the cargo and trailer moment about the kingpin divided by the kingpin-to-tandem-centre distance. With 44,000 pounds centred 19 feet behind the kingpin and tandems 37.96 feet back, the tandem carries 32,338 pounds, inside the 34,000-pound limit of 23 CFR 658.17(d).

Fifth-wheel position and how the tractor splits the kingpin load

The tractor repeats the lever calculation with its own two supports. Kingpin load sitting ahead of the drive-tandem centre is shared with the steer axle in proportion to that offset over the wheelbase, so sliding the fifth wheel forward moves weight from drives to steer.

In the example the kingpin sits 1.5 feet ahead of the drive-tandem centre on a 20-foot wheelbase, so 7.5% of the 26,162-pound kingpin load goes to the steer axle and 92.5% to the drives. Moving the fifth wheel one foot further forward shifts another 5% of the kingpin load, about 1,308 pounds, from drives to steer: drives fall to 30,392 and the steer axle rises to 14,270.

  • Steer axle ceiling: the federal single-axle limit is 20,000 pounds, but the practical ceiling is the gross axle weight rating printed for each axle on the vehicle's certification label under 49 CFR 567.4(g)(4), and the steer tyres' rated load.
  • Illustrative GAWR conflict: on a tractor whose front GAWR is 13,200 pounds, the forward fifth-wheel move that fixes the drives overloads the steer axle by 1,070 pounds.
  • Handling effect: a fifth wheel set well forward also shortens the gap between cab and trailer nose, which can limit turning clearance on some tractors.
  • When it helps: fifth-wheel moves are useful for small drive overloads of a few hundred pounds where the steer axle still has rating headroom.

Sliding the trailer tandems: weight per hole and the 40-foot KPRA cap

Moving the trailer tandem rearward lengthens the beam and takes weight off the tandem; moving it forward adds weight to the tandem and takes it from the tractor. How much each slider hole moves depends on the cargo moment, not on a fixed rule of thumb.

For the example load, moving the tandems from a 40-foot to a 39.5-foot kingpin-to-rear-axle setting puts 432 pounds more on the trailer tandem and takes 400 pounds off the drives and 32 off the steer. A lighter or more forward load moves less per hole. Slider pin spacing varies by trailer manufacturer, so calculate per inch and then convert to the trailer's own hole pitch.

Sliding trailer tandems shifts load by the change in the moment arm: for a 44,000-pound cargo centred 19 feet behind the kingpin, moving the tandem six inches forward adds 432 pounds to the trailer tandem. California Vehicle Code 35400(b)(4) caps kingpin-to-rearmost-axle distance at 40 feet for semitrailers with two or more axles.

Rearward slides run into kingpin-to-rear-axle limits that many states set for route access. Caltrans lists the California figure as 40 feet for semitrailers with two or more axles, or 38 feet with a single axle, and allows cities, counties and the state to restrict some roads to 38 feet. Once a trailer is at the rearmost legal setting for the route, the slider can no longer unload the tandem, and only the cargo position is left to change.

  • Measure, do not assume: record the actual kingpin-to-rear-axle distance on the load plan, because the slider may have been moved for the previous delivery.
  • Per-inch figure: derive weight per inch of slide from the formula for this load, then multiply by the trailer's pin pitch.
  • Route limit: store the shortest KPRA limit on the route in the TMS lane record, not in the driver's memory.

Bridge formula checks that a forward tandem slide can break

Every tandem can be under 34,000 pounds and the combination can still fail the bridge formula, because the formula limits weight on any group of consecutive axles by how far apart its end axles are. Forward tandem slides shrink that distance.

The federal formula is W = 500(LN/(N - 1) + 12N + 36), where L is the distance in feet between the extreme axles of a group, N is the number of axles and W is rounded to the nearest 500 pounds. One exception matters for vans: two consecutive tandems may carry 34,000 pounds each when their first and last axles are at least 36 feet apart, even though the formula at exactly 36 feet gives only 66,000 pounds for four axles.

Bridge-formula compliance for a tractor-semitrailer under 23 CFR 658.17(e) limits any group of consecutive axles to W = 500(LN/(N - 1) + 12N + 36). Two tandems spanning 31.7 feet are allowed 63,000 pounds, so a forward slider setting can fail even with each tandem under 34,000 pounds.

Take a dense load of 16 pallets at 2,750 pounds each in the front eight rows, 44,000 pounds with its centre 13 feet behind the kingpin, and a driver who slid the tandems fully forward to 31 feet for a city delivery. Each group passes on its own. The four axles of the two tandems span only 31.7 feet, however, and the formula allows 63,000 pounds against 64,108 on the scale.

Scroll horizontally to see all columns.

One dense 44,000-pound load at four slider settings: groups versus the inner bridge
KPRA (ft)Steer (lb)Drive tandem (lb)Trailer tandem (lb)Both tandems (lb)Bridge allowance, 4 axles (lb)Result
31.012,89230,83633,27264,10863,000Fails inner bridge by 1,108
32.513,01532,35231,63363,98564,000Passes, 15 pounds spare
34.013,12633,72530,14963,87465,000Passes, drives 275 under
36.013,26035,36728,37363,74066,500Drive tandem over by 1,367

The legal window for this load is a slider range of about 18 inches, from 32.5 to 34 feet. Slide back too far and the drives go over; leave it forward and the bridge fails. A planner who checks only per-group limits will clear the 31-foot setting, which is why the bridge check belongs in the same spreadsheet as the lever arithmetic.

Planning pallet rows at the dock so the axle groups balance

Load plans should specify a weight for each row position, not just a pallet count. For most van loads below about 45,000 pounds the right answer is to load nose-first and keep heavy pallets forward of the trailer's mid-point, leaving any empty rows at the tail.

The table compares the same 22 pallets of 2,000 pounds in a 53-foot van with the tandems at 40 feet, the rearmost California setting. Only the row arrangement changes. Note how spreading the pallets over all 13 rows, which looks balanced to the eye, moves the centre of gravity four feet back and overloads the tandem.

Scroll horizontally to see all columns.

Twenty-two 2,000-pound pallets, KPRA 40 feet: axle weights by row arrangement
ArrangementCargo CG behind kingpin (ft)Steer (lb)Drive tandem (lb)Trailer tandem (lb)Result
Rows 1 to 11 doubled, tail empty19.012,96231,70032,338Legal, 1,662 spare on trailer tandem
Spread over 13 rows, four single rows23.012,61427,41136,975Trailer tandem over by 2,975
Rows graded light to heavy toward the tail21.612,74128,97035,289Trailer tandem over by 1,289
Rows 1 to 11 doubled, tandems at 36 ft19.012,67628,17636,147Trailer tandem over by 2,147

Securement still matters: leaving tail rows empty means the cargo must be blocked or strapped so it cannot slide rearward under braking or acceleration. Our guide to cargo securement rules for trucks covers that side. For multi-stop loads, where unloading order fights weight position, see how load planning software handles constraints such as stop sequence and axle limits together.

India: fixed bogies, notified axle weights and a narrow CG window

Indian axle limits come from the Ministry of Road Transport and Highways notification S.O. 3467(E) of 16 July 2018, issued under section 58 of the Motor Vehicles Act. Where a semi-trailer's bogie is fixed, cargo position and fifth-wheel setting are the only levers left.

The notification sets maximum safe weights per axle type: 11.5 tonnes for a single axle with four tyres, 21 tonnes for a tandem with axles less than 1.8 metres apart, and 27 tonnes for a tri-axle with outer axles less than 3 metres apart, with one tonne extra per axle for pneumatic suspension on the starred types. Gross vehicle weight may not exceed the total of permissible axle weights, and is capped at 55 tonnes for semi-articulated and truck-trailers.

  • Tolerance applies to GVW: the notification allows up to 5% on gross vehicle weight for compliance with section 113(3) of the Act. It states no matching axle tolerance, so plan axles to the notified figure.
  • Steer axle figure: the entry for a single axle with two tyres was amended by a later notification in August 2018, so read the current table and the registration certificate rather than an old chart. The example uses an illustrative registered front axle weight of 6.5 tonnes.
  • Single-drive tractors: a 4x2 tractor carries the whole drive share on one 11.5-tonne axle, which is usually the group that binds first.

Take an illustrative 4x2 tractor with a 3.6-metre wheelbase, the kingpin 0.3 metres ahead of the drive axle, and a tri-axle semi-trailer whose bogie centre is 9.0 metres behind the kingpin. Tractor tare is 4.6 tonnes on the steer and 2.4 on the drive; the trailer weighs 7.0 tonnes with its CG 5.5 metres back. Limits are 6.5, 11.5 and 27 tonnes, summing to 45.

India tractor-trailer axle planning under MoRTH notification S.O. 3467(E) of 16 July 2018 must keep a 4x2 tractor's single drive axle within 11.5 tonnes and a tri-axle within 27 tonnes. In the worked case a 28-tonne payload is legal only with its centre 6.69 to 7.30 metres behind the kingpin.

That window is the useful number. The 12.2-metre deck starts 1.0 metre ahead of the kingpin, so its centre is 5.1 metres back. Centring 50-kilogram bags on the deck is the natural way to hand-load this trailer, and for this tractor it is the wrong one.

  • Centred at 5.1 metres: the drive axle carries 16.0 tonnes, 4.5 over its 11.5-tonne limit, while the tri-axle has only 20.1.
  • Shifted to 7.0 metres: steer 5.3, drive 10.6 and tri-axle 26.1 tonnes, all inside their limits.
  • Payload of 31 tonnes: the figure that would reach the 45-tonne axle sum has no legal position, because the drive and tri-axle limits cannot both be met.
  • Largest balanced payload: about 29 tonnes, with a centre-of-gravity window only 28 centimetres wide.

An evenly spread load that overloaded the trailer tandem, by the clock

Axle failures rarely start with a heavy load; they start with a late change on the dock that nobody re-plans. This composite trace uses the 22-pallet example and illustrative document numbers.

  1. 05:10, load plan LP-30418 released: 22 pallets of 2,000 pounds, rows 1 to 11 doubled, tandems at the 40-foot California setting. Planned weights: steer 12,960, drives 31,700, trailer tandem 32,340.
  2. 05:45, late pallets from production: four pallets arrive after the first 18 are loaded. To "balance" the trailer the crew re-spaces the load across all 13 rows. Ship confirm SC-88213 posts at 06:20 with no position data.
  3. 06:40, first scale: the ticket reads steer 12,620, drives 27,420, trailer tandem 36,980, gross 77,020. The slider is already at the rearmost legal hole for the route.
  4. 06:55, return to dock: the crew pulls the four tail rows forward into rows 10 and 11. Two forklift operators spend 75 minutes, including re-strapping.
  5. 08:25, re-weigh: steer 12,960, drives 31,700, trailer tandem 32,340. The 08:00 receiving appointment is missed and the consignee reschedules for the afternoon.

In the controlled version the load plan carries a weight per row and a computed tandem load, and the late pallets trigger a re-plan on the dock handheld before loading resumes. The four pallets go into rows 10 and 11 the first time, and the truck leaves at 06:25 with the planned weights.

Scroll horizontally to see all columns.

Worked cost of one axle failure caught at the scale, US and India, illustrative figures
LineUS 53-ft van (lb, USD $)India 4x2 with tri-axle (tonnes, INR ₹)
Group that failedTrailer tandem 36,980 against 34,000Drive axle 16.0 against 11.5
CauseCargo spread over 13 rows, CG 23 ft back28 t of 50 kg bags centred on the deck, CG 5.1 m back
FixClose up to 11 rows, CG 19 ft backRe-stow toward the tail, CG 7.0 m back
Weights after fix12,960 / 31,700 / 32,3405.3 / 10.6 / 26.1
Re-handling labour2 operators x 1.25 h x $30 = $758 loaders x 3 h x ₹110 = ₹2,640
Re-weigh$16₹250 at a public weighbridge
Driver or vehicle detention2 h x $85 = $170Half day at ₹3,000 per day = ₹1,500
Missed appointment or late delivery charge$150₹1,000 consignee late-receipt charge
Total avoidable cost$411₹5,390

These are only the costs of catching the error at a private scale. If an enforcement scale finds it first, fines, permits or off-loading apply under state law in the US and the Motor Vehicles Act in India. Our guide to India axle load norms and overloading penalties covers the Indian enforcement side, and trailer cube utilization shows how weight and cube limits interact when the plan is set.

Axle-load checks a planning tool can enforce and calls the dock keeps

Lever arithmetic, bridge checks and per-group limits are pure calculation, so the planning tool should run them on every load and refuse release when any group exceeds its limit less a margin. Measuring the real trailer, reading the scale and judging securement stay with people.

Scroll horizontally to see all columns.

Axle-weight tasks: fixed planning rules, software help and human calls
TaskFixed rule in the planning toolWhere software or AI helpsWho decides
Computing steer, drive and trailer-tandem loadsMoment formula on every plan; block release above limit minus marginNone neededLoad planner reviews flags
Bridge check on axle groupsFormula for each consecutive group, with the 36-foot tandem exceptionNone neededLoad planner
Choosing row positions for mixed pallet weightsReject plans whose CG falls outside the legal windowOptimiser proposes row sequence for stops and weightPlanner accepts or edits
Recording the slider settingPlan cannot release without a measured KPRANone neededDriver measures; dock lead checks route limit
Reading a scale ticket photoCompare each group to plan within a set toleranceText recognition extracts the three platform weightsDock lead confirms the extracted figures
Late pallet added at the dockForce re-plan before ship confirmHandheld suggests the row with most headroomDock lead approves

A margin of a few hundred pounds per group absorbs pallet weight error and fuel burn without making plans unworkable. Set it from your own plan-versus-scale history: if 95% of loads weigh within 300 pounds of plan on the trailer tandem, a 400-pound margin is reasonable. Indian loads hand-stowed from bags drift more, so measure that variance before setting the margin there.

Pre-departure axle weight checklist for the shipping dock

A short checklist at the dock catches most axle problems before a scale does. Each item below needs a record the next shift can read, because axle failures usually come from a change nobody wrote down.

Scroll horizontally to see all columns.

Dock checklist before a heavy load leaves
CheckPass conditionRecord
Empty-unit weights on fileScale ticket for this tractor and trailer within the fleet's re-weigh intervalTicket number in the equipment record
Measured KPRAWithin the shortest limit on the route and inside the load's legal windowDistance on the load plan
Fifth-wheel positionMatches the value used in the planDriver initials
Row weightsLoaded rows match the plan, or a re-plan was runLoad plan version number
Computed group loadsEach group below its limit minus margin; steer below GAWR and tyre ratingPlan output
Bridge checkEvery consecutive axle group within the formula or the 36-foot tandem exceptionPlan output
India registered weightsEach axle within the RC figure and S.O. 3467(E) table; GVW within RCRC copy with the trip file
Scale confirmation for loads above 75,000 lb or 90% of GVWTicket within margin of plan for every groupTicket photo attached to the shipment
Axle-weight planning for a tractor-semitrailer before loading starts Step 1, Equipment data: Empty weights and geometry. Scale ticket of empty unit; Measured KPRA and fifth wheel; GAWR from the label. Step 2, Row plan: Weight per pallet row. Row weights from WMS; Cargo CG behind kingpin; Nose-first for heavy loads. Step 3, Lever and bridge: Group loads and bridge check. Tandem load = moment / T; Kingpin split by f / WB; Bridge W for each group. Step 4, Release and weigh: Release with margin, then confirm. Block release over margin; Re-plan for late pallets; Scale ticket against plan. Axle-weight planning for a tractor-semitrailer before loading starts From empty-unit scale ticket to a released plan with every axle group and bridge check inside its limit 1 · EQUIPMENT DATA Empty weights and geometry • Scale ticket of empty unit • Measured KPRA and fifth wheel • GAWR from the label 2 · ROW PLAN Weight per pallet row • Row weights from WMS • Cargo CG behind kingpin • Nose-first for heavy loads 3 · LEVER AND BRIDGE Group loads and bridge check • Tandem load = moment / T • Kingpin split by f / WB • Bridge W for each group 4 · RELEASE AND WEIGH Release with margin, then confirm • Block release over margin • Re-plan for late pallets • Scale ticket against plan

For more transport and warehouse topics, start from the logistics and supply chain hub. If your plans still rely on pallet counts rather than row weights, or your planning tool has no axle or bridge check, we can help add the calculation and the release rules. Send your trailer specifications, typical loads and route limits through our project request form and we will reply with a scoped plan.

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SELECTED INDUSTRYLogistics & supply chain

Article: Axle Weight Distribution When Loading a Trailer · Warehouse Design & Methods

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We’ll use your details to respond to your enquiry. Please don’t include patient records, passwords or confidential information. Privacy Policy · Website Terms.

Common operational questions

Practical answers for operations, engineering, and finance teams working on axle weight distribution trailer loading in logistics & supply chain.

How do you calculate axle weights before loading a trailer?
Measure distances back from the kingpin. Multiply each row's cargo weight by its distance, add the trailer tare times its centre, and divide by the kingpin-to-tandem-centre distance to get the tandem load. The rest goes through the kingpin and splits between steer and drives by the fifth-wheel offset.
Does sliding the trailer tandems forward add or remove weight from them?
Sliding the tandems forward shortens the distance from the kingpin, so the trailer tandem carries more weight and the tractor drives carry less. Sliding them rearward does the reverse, but only up to the kingpin-to-rear-axle limit for the route, which is 40 feet in California for multi-axle semitrailers.
Can a truck pass every axle limit and still be overweight?
Yes. The federal bridge formula limits weight on any group of consecutive axles by the distance between its end axles. With tandems slid far forward, two legal tandems together can exceed the formula, as in the worked case where 64,108 pounds sat on axles allowed 63,000.
How are axle weights limited for trucks in India?
MoRTH notification S.O. 3467(E) of 16 July 2018 sets maximum safe weights by axle type, such as 11.5 tonnes for a four-tyre single axle and 27 tonnes for a tri-axle. Gross vehicle weight may not exceed the sum of axle weights, with 5% GVW tolerance.

References

Sources checked 13 November 2026. US and India statutory authorities and vendor documentation support platform facts; the worked examples and diagrams are original.

About the author

Vikasraj Yadav writes about operational decisions, software and automation for NextEdge Labs.