Human Form Recognition Cameras for Quarries and Aggregate Sites

Where does the risk come from on an aggregate site?

Human form recognition cameras for quarries and aggregate sites are built around one problem. Large plant works close to people who are hard to see. Human Form Recognition, or HFR, is AI camera technology trained to detect a person, rather than any object, near the machine and warn the operator straight away. There is a better chance of stopping before a near miss turns into something worse. PlantShield 360 is TrafficAngel’s HFR system. Keeping people on foot away from moving plant is the priority in HSE guidance on separating pedestrians and vehicles, and on a busy quarry that is not always simple.

Quarries, sand and gravel pits, and aggregate yards are noisy, dusty places that never stand still. Wheel loaders feed hoppers, dumpers run material between the face and the stockpiles, and excavators load out while workers walk the site to take samples, clear blockages, or check on plant. A loading shovel can have a large area behind and beside it that the operator simply cannot see, and a worker on foot can step into that area in seconds.

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How the PlantShield 360 for Quarries and Aggregates helps reduce risk

What PlantShield 360 does on an aggregate site

PlantShield 360 uses up to four AI cameras around the machine, trained to pick out the human form inside zones you set. When someone enters a zone, the operator gets a clear warning on the in-cab LED display and an audio callout telling them which side the person is on.

There are two zones. The outer zone shows yellow with a callout such as “pedestrian left” or “pedestrian rear”, which tells the operator to slow down and check. The inner zone shows red and means stop. The logic is the same on every shift, so a stand-in driver reacts the same way as the regular operator. When the machine is parked, the system can warn on screen without the audio, which keeps the cab quieter when there is no movement.

It also works across a mixed fleet. A quarry runs several machine types at once, and each one has its own blind spots. Because the system can be set up to suit different machines and layouts, it is practical to fit across the plant you already run.

Solution To Aggregate Site Safety
Sistem za prepoznavanje človeških oblik PlantShield 360 Kamere z umetno inteligenco, nameščene na strojih v obratu, za 360-stopinjsko pokritost

Everyday situations on an aggregate site

A few moments come up again and again, and they are where PlantShield 360 does its most useful work.

A loading shovel turns away from the face to feed a hopper, and a worker steps in to clear a blockage just as the bucket swings back. A dump truck reverses towards a stockpile while someone is taking a sample or walking a haul road nearby. A tipper driver arrives to collect aggregate, climbs down at the loadout or weighbridge to sheet the load, and ends up on foot close to plant they do not work with every day. In each case the operator may have only a second of warning, and a person can be in the wrong place before anyone has registered it.

Visiting drivers are worth singling out, because hauliers coming in to tip or collect do not know the site the way the regular team does and are not always where an operator expects them to be. A system that watches for the human form around the machine, rather than relying on everyone following the same routine, helps cover that gap.

PlantShield 360 System & HFR Camera System Testimonial

Sistem PlantShield 360 in sistem kamer HFR sta bistveno vplivala na varnost in operativno ozaveščenost na naši lokaciji. Zaradi težkega premikanja viličarjev in številnih območij za pešce z visokim tveganjem smo potrebovali robustno rešitev, ki bi izboljšala vidljivost, zmanjšala nevarnosti mrtvih kotov in podprla našo širšo zavezanost varnemu in učinkovitemu delovanju.

Integrirana nastavitev kamer, ki jih poganja umetna inteligenca, je v kombinaciji z opozorili za voznike v realnem času in visokokakovostnim snemanjem videoposnetkov znatno izboljšala način, kako naši operaterji obvladujejo bližino pešcev, zlasti v bližini prometne proizvodnje, zloženih materialov in območij z omejeno vidljivostjo. Zunanje kamere zanesljivo zaznavajo pešce na območjih z visokim tveganjem, medtem ko notranji sistem spremljanja pomaga krepiti pozitivno vedenje voznikov in po potrebi podpira ciljno usmerjeno usposabljanje.

Kakovost namestitve je bila izjemna. Kljub prostorskim omejitvam v kabini vozila in zahtevnim potekom kablov je Ekipa TrafficAngel je poskrbela za čisto in profesionalno prileganje z optimizirano namestitvijo kamere, natančno montažo krmilnika motorja in videorekorderja ter varnim pozicioniranjem antene. Njihova pozornost do detajlov je privedla do zanesljivega in vzdržljivega sistema, ki se brezhibno integrira z našim vsakodnevnim delovanjem.

Od uvedbe smo videli večja samozavest voznika, izboljšana varnost pešcevin boljša vidljivost okoli težkih tovorov in mrtvih kotovPosneti posnetki so se že izkazali za dragocene za pregled incidentov, usposabljanje in nenehno izboljševanje. Sistem PlantShield 360 je postal ključni del naše strategije za zmanjševanje tveganj in je rešitev, ki jo toplo priporočamo vsem industrijskim obratom z visoko aktivnostjo, ki želijo izboljšati svojo varnost.

 

»Sistem kamer PlantShield 360 in HFR sta preoblikovala varnost na naši lokaciji. Zaznavanje pešcev, ki ga poganja umetna inteligenca, jasna opozorila za voznike in visokokakovostno snemanje videoposnetkov so opazno izboljšali vidljivost okoli mrtvih kotov in območij z visokim tveganjem. Namestitev je bila izjemno profesionalna, sistem pa se brezhibno integrira z našim vsakodnevnim delovanjem. Gre za zanesljivo, inteligentno varnostno rešitev, ki že od prvega dne prinaša resnično vrednost.«

H+H UK Ltd: Kakovost in varnost sistema PlantShield 360 in sistema kamer HFR

Why human form recognition cameras for quarries and aggregate sites is worth fitting

Installing human form recognition cameras for quarries and aggregate sites really earns its place because it deals with the risk that is hardest to control by training and planning alone, a person on foot in the wrong place at the wrong second. It does not replace good site rules, banksmen, or driver skill. It backs them up at the moment they are most likely to fail.

The mineral products industry treats the vehicle and pedestrian interface as one of its most serious hazards, and the priority is always to keep the two apart through site design. Traffic management plans, one-way haul roads, and marked pedestrian routes do most of the work of keeping plant and people apart, and PlantShield 360 adds a warning for the times someone ends up outside those routes. Used alongside inductions and toolbox talks, the same yellow and red logic gives operators, yard staff, and visiting drivers one consistent signal to act on.

If you run plant at a quarry, pit, or aggregate yard and want to see how it would work on your machines, talk to TrafficAngel about a demo.

External AI camera mounted under floodlight using custom bracket for improved coverage at H+H

Pogosto zastavljena vprašanja

Kaj je sistem kamer za prepoznavanje človeške oblike?

It is an AI camera system that detects the human form around a machine and warns the operator when someone enters a set zone. TrafficAngel supplies this as PlantShield 360, using up to four cameras to cover the area around plant such as wheel loaders, excavators, and dumpers on a quarry or aggregate site.

How is it different from a reversing camera or proximity alarm?

A reversing camera shows a view and a proximity alarm tells you something is near. PlantShield 360 detects the human form in set zones and tells the operator which side the person is on, with yellow for caution and red for stop.

Does dust on a quarry affect the cameras?

The cameras are made for demanding commercial environments. As with any camera, keeping the lenses clean is part of normal upkeep, and TrafficAngel provides service and aftersales support to keep systems working reliably.

Can it record what happens for later review?

Yes. It can be paired with DVR recording and live video through LiveDrive, so you can review footage after an incident and use it for training.

Will it slow operators down with constant alerts?

No. The two-zone setup is built to flag real risk rather than every movement, and when the machine is stationary, the system can warn on screen without sounding in the cab.

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