Tag Archives: Weir

Weir maps out role in mine dewatering

In both open-pit and underground mines, unexpected water ingress can severely disrupt production unless an effective dewatering solution can be quickly applied; some forethought will go a long way in making this happen.

According to Marnus Koorts, General Manager Pump Products at Weir, one of the key challenges is that unplanned dewatering usually requires sizeable equipment to be retrofitted into locations where there is often no infrastructure to support it.

“In many open pits, for example, the voltage in the power network is different to normal motor voltages,” Koorts says. “This therefore calls for the application of transformers to achieve the right supply voltage.”

The underground environment may have its own restrictions, such as the need for any equipment and motors to be flameproofed. It quickly becomes apparent, he explains, that any solutions provider needs not only an in-depth knowledge of the pump duty requirement. They also need to understand the various peripheral equipment that will render the pump suitable for the application.

“Satisfying these elements will allow the challenge to be more effectively addressed, but what about similar incidents in the future?” he asks. “The next important step is to look ahead and ask what the mine will be doing – and where mining will be taking place – in a year from now.”

He highlights the risk that water might be pumped during an emergency to a nearby holding location, where it creates an obstacle for future operations on the mine. With a bit more planning, the dewatering process can ensure that water is removed further away at the outset. This, he suggests, could require the use of booster stations.

“There are not many pumps that can dewater a deep underground mine or open pit in a single lift,” Koorts says. “This means finding suitable places to install booster pumps, and ensuring that the appropriate power supply is available there. This may not always be easy, if certain levels of an operation have been mined out and no longer have active infrastructure.”

With a forward-looking approach, a mine can also identify the depths at which dewatering may be required in two to three years’ time, and when more booster pumps will need to be installed to cater for deeper operations.

“At this point, the situations can start becoming quite complex, and every site demands a highly customised solution,” he says. Among the more innovative solutions, he notes, is the use of pontoons for open-pit mines – with technology to automate their operation. A pump mounted on a pontoon can be positioned in an open pit, and can float if the area starts to flood. Fitted with the relevant sensors, the pump will pick up the rising water levels and begin dewatering.

“The pontoon solution is also useful for emptying holding dams, especially since it can draw water from the middle of a dam, where it is cleaner and easier to pump,” Koorts explains. “Of course, the quality of the water will determine the pump type to be employed, as clean and dirty water present very different demands for a dewatering pump.”

“In the SADC region, a diamond producer procured a bespoke dewatering solution to facilitate the removal of accumulated water in the pits,” Koorts says. “This was achieved through a series of diesel-powered booster pumps, enabling uninterrupted operations throughout the rainy season. Another example is a copper producer in Central Africa that procured a bespoke solution to aid in the dewatering of surplus water accumulated during their operations. This measure not only complied with their environmental commitments but also ensured the safe and sustainable relocation of water away from operational areas.”

He concludes that customers can save considerably on finding the right solution in advance. With pumps such as Multiflo®, Warman®, Envirotech® and GEHO®, Weir can contribute in-house design capacity and niche expertise, even in less familiar fields such as buoyancy, the company says.

Weir offers up a ‘revolution’ for GET rope shovel dippers

It is always hard to replace a tried and trusted brand, but the ESCO® NEXSYS® GET Lip System for rope shovel dippers looks to be making a strong business case for mine sites already used to working with the existing Whisler Plus™ system.

Weir says the system is designed to lower lip maintenance requirements, extend tooth and adapter life and, ultimately, provide miners with longer uninterrupted shovel operation.

The Weir – ESCO Division has achieved this using field data from hundreds of Whisler Plus system installations, laboratory simulation and analysis and customer input, it says.

“We’ve been serving Whisler Plus customers for 20 years. We are proud of the reputation it has within the marketplace for wear life and longevity,” Kevin Stangeland, Vice President of Global Products, ESCO, told IM at the recent MINExpo 2024, in Las Vegas. “At the time of its release, Whisler Plus was seen as revolutionary; it has allowed us to capture a market share close to 50%.”

Considering the machines these systems are used on are viewed as the workhorses of the open-pit sector, rope shovels, ESCO knew it would need something equally revolutionary to move existing customers onto a new product.

Stangeland and the ESCO team believe they have achieved that.

The NEXSYS system comes with a new tooth design that requires fewer point changes, according to the company. This is thanks to a rear wear cap that extends service life and protects the rear stabiliser boss. Additionally, the system has dual lock slots to allow lock installation on the side of the dipper with less wear. A single sealed lock on the GET teeth reduces impacted fines for easier removal with an off-the-shelf hand tool.

Weir also stresses the benefits of an optimised nose position and geometry for an extension of adapter life with improved penetration and loading. An advanced point configuration maintains a sharp profile and increases life by over 15%, the company claims.

The addition of a leading edge lip insert – made from a very high hardness alloy – to increase adapter stability and better distribute loads, provides up to four times greater resistance to wear, reducing overall rebuild complexity and cost, according to Weir.

Add to this an up to 15% lighter adapter for overall system weight savings and Weir clearly has a product in contention for retaining – or building on – the market share the Whisler Plus has accrued.

At MINExpo, Stangeland confirmed the NEXSYS GET Lip System had been “in the dirt” with field trials for over 18 months at three trial sites – one of these in iron ore – with up to 40% total cost of ownership reductions calculated through fewer “downtime events” and fewer components used during the campaign.

He said the company was using the findings from these positive trials to “refine” and “optimise” the system ahead of going commercial with NEXSYS system.

Weir unveils NEXT Intelligent Solutions digital offering at MINExpo

Weir’s new digital offering, NEXT™ Intelligent Solutions, extends and expands the OEM’s current capabilities and transforms its process optimisation services into real-time digital solutions, it says.

In recent years, Weir has been focused on harnessing digital technologies to improve equipment performance, availability and product quality – overall equipment effectiveness (OEE). Having recently added artificial intelligence (AI) capabilities to its suite of digital solutions through the addition of SentianAI, Weir is now harnessing these technologies to optimise entire circuits and processes, and it is showcasing it at this week’s MINExpo 2024 event in Las Vegas.

Weir has developed digital packages for all of its market- leading solutions – pumps, cyclones, HPGRs, screens and hoses and spools – based around key customer needs: Insight, Uptime and Production.

The Insight package provides provides actionable visibility of system health and performance. It includes:

  • Condition monitoring;
  • Process monitoring;
  • Digital documentation; and
  • Maintenance monitoring.

The Uptime package is focused on extending availability using predictive condition monitoring. It includes:

  • Stage 1 – Optimisation;
    • Wear detection technology
    • Predictive maintenance
  • Stage 2 – Automation
    • Equipment adjustment automation

The Production package empowers users to maximise process efficiency with AI-powered optimisation. It’s a two-stage process:

      • Stage 1 – Process optimisation
      • Stage 2 – Process optimisation automation

Weir says: “Weir knows its market-leading products better than anyone, and when this expertise is combined with the latest in AI capability and the modelling of its proprietary data, it is able to make a real difference to customers. ”

Weir’s ‘all-of-mine’ capabilities on show at MINExpo 2024

Weir is showcasing its all-of-mine capabilities at this year’s MINExpo 2024, in Las Vegas, this week.

It is launching its ESCO® NEXSYS™ GET Lip System for rope shovel dippers, which lowers lip maintenance requirements, extends tooth and adapter life and, ultimately, provides miners with longer uninterrupted shovel operation.

Weir will also be unveiling its new high-capacity ENDURON® ELITE screen. It’s a double-deck banana screen, available in a range of sizes, the largest of which has a deck measuring 4.3 m x 8.5 m and weighs nearly 50 t. It’s driven by two exciters, whereas competitor machines of comparable size require three.

It will form an integral part of Weir’s commitment to deliver transformational flowsheet solutions in which traditional tumbling mills are replaced by HPGRs and vertical stirred mills, potentially reducing energy consumption by up to 40%.

Weir’s booth will feature the Digital Hub, which will highlight Weir’s digital offering – MOTION METRICS® and Weir’s new digital brand, NEXTTM Intelligent Solutions.

The new MOTION METRICS ShovelMetrics™ Gen 3 Payload monitoring solution is designed to optimise truck loading and improve haulage efficiency by reducing both underloading and overloading. And as part of Weir’s commitment to service its customers even in the most remote locations, MOTION METRICS systems now support connectivity via Starlink, enabling reliable data transmission anywhere in the world.

NEXT™ Intelligent Solutions extend and expand Weir’s current capabilities and transforms its process optimisation services into real-time digital solutions. Weir has developed digital packages for all of its market- leading solutions – pumps, cyclones, HPGRs, screens and hoses and spools – based around key customer needs: Insight, Uptime and Production.

The Digital Hub will use monitors to create a remote operation centre, allowing attendees to experience the same digital platforms and interfaces that Weir utilises to support its customers.

Attendees will also have an opportunity to experience an interactive scale P&H 41000XPC shovel model demonstration of MOTION METRICS ShovelMetrics™ Gen 3, as well as a ShovelMetrics model control station, featuring the same touch screen monitor and controller used by operators.

Weir experts from its digital, extraction, processing, comminution, tailings, and flowsheet solutions teams will be available at the booth to continue the conversation about how Weir is partnering with customers to accelerate sustainable mining.

Jon Stanton, Chief Executive Officer of Weir said: “MINExpo is a wonderful event and a great opportunity to catch up with our customers and colleagues. We’ve been doing a lot of work to expand our portfolio of innovative, end-to-end solutions to help our customers produce the metals and minerals required to transition to a low carbon economy and it’s exciting to be able to show that off at the world’s largest mining show.

“It is clear the world needs more metals and minerals but there is a recognition in the industry that we need to mine them more sustainably than we have in the past. That means using less energy, using water wisely and generating less waste. And Weir – with our world-class engineering, advanced materials science and intelligent automation – is at the forefront of helping miners do that.”

Weir to supply Enduron HPGR for De Grey Mining’s Hemi gold project

Weir has been awarded the contract to supply a large ø2.4m x 2.25 m Enduron® HPGR (high-pressure grinding rolls) for De Grey Mining’s flagship Hemi gold project in the Pilbara of Western Australia.

Hemi has a mineral estimate of 10.5 Moz and at full capacity, the processing plant will have a nameplate throughput of 10 Mt/y.

Peter Holmes, Project Director of De Grey Mining, said: “De Grey Mining is pleased to partner with Weir on one of its key long lead items for its Hemi Gold Project and appreciates Weir having a local service facility to provide the required support to our site and the region.”

Bjorn Dierx, Global Product Manager for Enduron HPGRs, said: “Our partnership with De Grey Mining further expands our footprint in sustainable comminution. Our proven track record of developing highly engineered solutions for the industry, together with our capability to partner with our customers to bring projects to life, ensures that De Grey Mining will be in good hands to achieve its productivity, sustainability and project execution targets.

“The Hemi gold project will benefit from Weir’s state-of-the-art Enduron HPGR technology, which delivers operational flexibility, grinding efficiency and equipment availability. Importantly, Enduron HPGRs also provide significant improvements versus traditional tumbling mill technology with energy savings of up to 40% and in turn, a lower carbon footprint. This will be the fifth, similar-sized Enduron HPGR in the Pilbara region alone, which is a testament to its credibility in high capacity, hard-rock grinding.”

Weir recently opened its Port Hedland Service Centre, strategically located to support its customers in the Pilbara region in Western Australia. The centre features facilities for Enduron® HPGR servicing, including tyre roller assembly, and will allow De Grey Mining to benefit from product training in close proximity to the mine site.

Kristen Walsh, Regional Managing Director of Weir’s Minerals Division, said: “This win further underscores Weir’s commitment to making mining more sustainable and demonstrates the substantial opportunity that can be made to CO2 emissions reduction when choosing an energy-efficient technology in a large greenfield project.”

Weir’s ore characterisation work shifts gears to value generation loop

Chris Carpenter, VP of Technology for Weir ESCO®, is on a crusade to educate the mining industry on the importance of orebody knowledge.

As an executive with more than 35 years of experience and 40 patents to his name, he has heard numerous stories about “sub-optimal operational decisions” being made at mine sites due to a lack of information.

Through an ore characterisation project under development within several teams at Weir, Carpenter shared the company is focused on developing cost-effective solutions to provide this information in real time.

He is, however, aware that the mining sector, as a whole, needs convincing.

“I can tell you that many of our customers do not yet acknowledge the full value of what we are looking to provide the sector,” he told IM.

This is changing, with industry studies on the correlation between poor orebody knowledge and negative financial impacts and risks in the mine development process coming to light – IMDEX, the Mineral Deposit Research Unit and the Bradshaw Research Institute for Minerals and Mining at the University of British Columbia and Ideon Technologies are, for instance, currently engaged on such a study.

In announcing the study, IMDEX Chief Geoscientist, Dave Lawie, hit on a similar theme to Carpenter: “For the mining industry to adopt this technology, it must have clear evidence of the financial impacts and risks of poor or no orebody knowledge and a way of assessing the most efficient methods of collecting, analysing and optimising it.”

What “this technology” is remains open to debate, with many pre-concentration and ore sorting technologies continuing to sprout up among fertile innovation soil in the mining sector.

ESCO and Carpenter believe this technology – at least in a base metals and iron ore application context – has roots in Sustainable Development Technology Canada (SDTC), an arm’s-length foundation created by the Government of Canada to fund new clean technologies. Motion Metrics International Corp received SDTC funding back in 2020 for a project using the core innovations of hyperspectral imagery (HSI) sensors, 3D particle size distribution (PSD) analysis and machine-learning algorithms to control energy-intensive mining equipment, an SDTC backgrounder from 2020 explained.

Chris Carpenter, VP of Technology for Weir ESCO

Motion Metrics, in a separate announcement, said the 3.5-year project would lead to the design, development and deployment of a commercial mine-to-mill energy efficiency solution.

“Upon successful completion, mines worldwide will be able to order and deploy this solution, without changing their daily operations, to meet their sustainability targets while reducing their comminution costs,” it said.

University of British Columbia’s Norman B. Keevil Mining Engineering Department and several other organisations partnered with Motion Metrics for this project.

A lot has changed in the four years since this announcement, with Weir Group having acquired Motion Metrics International Corp and been incorporated into ESCO.

IM initially reported on developments of what Carpenter referred to as an “ore characterisation” project in 2022. At that time, this consisted of a BeltMetrics™ trial installation using a MOTION METRICS™ advanced imaging sensor for PSD analysis and a commercial, HSI sensor positioned above a conveyor that was directly after the crusher in a mine’s flowsheet.

When IM caught up with Carpenter in late July, he could report on not only progress with the BeltMetrics installation, but also a fixed-term trial of “ore characterisation” in a TruckMetrics™ installation.

“We have now run two different applications for the technology,” he said. “The belt monitoring trial continues to operate and has demonstrated the ability to predict SAG mill throughput based on the input ore characteristics. We also ran a very successful trial of bulk sorting using similar technology looking at the content of haul trucks. The trial monitored and analysed around 1,000 trucks and several were identified as low grade. Extensive lab testing continues as we evaluate mine ore samples to understand the capabilities of our approach. Based on our lab and field evaluations we are convinced the technology will allow us to quickly and accurately monitor grade, alteration, deportment and deleterious minerals.”

The BeltMetrics trial installation uses a MOTION METRICS advanced imaging sensor for PSD analysis and a commercial, HSI sensor positioned above a conveyor that is directly after the crusher in the mine’s flowsheet

“I would say our proof of concept work has really allowed us to now pick up the pace of investment and search for more development partners to further this technology.”

The TruckMetrics ore monitoring trial – carried out on 100-232 t-payload trucks – may pique interest here, but Carpenter says the initial product development path lies in the processing plant and on the conveyor.

“We are looking to, first, put more minimum viable products (MVPs) out in the market for belt-based solutions,” he said. “While our initial entry into this space was to look at bulk sorting – and we recognise this is still the ‘big target’ – [the] voice of [the] customer research has identified a huge need to provide plant-based systems for applications in managing stockpiles and feed grades.”

These MVPs are likely to be deployed on “development partner” sites with existing separation mechanisms downstream of the crusher – ie apron feeders – where diversions can be made based on the HSI and PSD data.

This same voice of the customer research highlighted the need for an in-pit system that could boost productivity, throughput and recovery ahead of the plant, yet the financial amount estimated for a commercial system based on the HSI and PSD sensor combination did not find favour.

“This has led to our own research into what we feel is a new-to-the-world application or modification of standard HSI,” Carpenter said. “We believe this will give us a competitive edge in the market.”

Illumination restrictions and uses have often been touted as the potential drawbacks of using spectral imaging in the ore sorting space, which IM understands is one of the areas of focus for Weir’s own R&D and lab-based testing.

But there are also other factors to consider ahead of a commercial Weir proposition – whether that is in the pit or plant – landing on the market.

“We don’t just want to be sensor salespeople,” Carpenter says. “The complexity and variety of applications will require a shift to specific solutions for our customers and the need to back that up with the aftermarket service our customers expect becoming their productivity partner.

“What we are proposing is more than just technology; it needs to be a solution that validates the value on a regular basis in a continuous loop.”

That same loop comes back to Carpenter’s and Lawie’s assessment of the industry need to acknowledge the value of such data ahead of adopting the technology.

“Fortunately, our ‘Mining technology for a sustainable future’ focus at Weir is allowing us to invest the money the industry needs to provide both the value generation and value acknowledgement to make such solutions viable and effective,” Carpenter concluded. “This type of work – and orebody knowledge more widely – is critical for the future of mining.”

Weir to highlight smart mining and portable crushing solutions at Electra Mining Africa

At this year’s Electra Mining Africa exhibition, in Johannesburg, South Africa, visitors will be attracted to the Weir stand by innovations such as the Weir Modular Wheeled Plant (WMWP), a fully mobile crushing and screening plant, as well as the latest in the company’s cutting edge digital solutions for smart mining, the OEM says.

Supporting customers to mine for a more sustainable future, Weir will showcase not only its leading range of equipment and solutions, but the digital technology to further optimise its performance and reliability.

“Our exciting Motion Metrics mine operation monitoring systems will be one of the main features at the show,” Mufaro Muzvondiwa, Process and Products Director at Weir, says. “These systems provide mines with real-time particle size analysis of material carried on shovels, loaders, conveyor belts and haul trucks – helping to avoid blockages at the crushing stage and optimise the mine-to-mill value chain.”

Using stereoscopic vision combined with artificial intelligence (AI), Motion Metrics™ cameras leverage machine learning to enhance its predictive capabilities and provide actionable insights to customers, according to Muzvondiwa.

Another highlight will be Weir’s intelligent solution which features condition monitoring technology. This is portrayed through 3D conceptualisation, showing all associated benefits including safety, savings and maintenance optimisation.

“Visitors to our stand can witness the value of real-time monitoring in enhancing plant performance and optimising uptime,” Muzvondiwa explains. “This is where Weir is supporting our customers’ ambitions to be more cost effective by driving down their total cost of ownership of equipment while driving productivity and sustainability.”

In addition to the display of its latest pumps, screens, cyclones, valves, liners and ground engaging tools, Weir will also have its recently launched mobile crushing and screening plant at its outdoor stand. With Weir’s WMWP fully mobile plant (render, pictured) mounted on an on-road trailer, the plant can be moved to site and set up within a couple of hours – as a ‘plug-and-play’ solution – Weir says.

“This innovation has already generated great excitement in the aggregates and small-scale mining sector,” Muzvondiwa says. “The design provides a fully mobile plant, making it ideal for road projects requiring aggregate crushing at various points along the route.”

Muzvondiwa highlights that Electra Mining Africa, running from September 2-6, provides a useful forum to remind visitors of Weir’s concerted focus on partnerships for sustainable mining. This includes the extensive footprint of OEM service centres and partners across Africa, ensuring technical support is always available in close proximity to mines.

“In addition to our South African presence, we are present in countries including Cote d’Ivoire, Ghana, Botswana, Namibia, Senegal, Tanzania and Zambia,” he says. “Our three manufacturing centres in South Africa also ensure high levels of local manufacture, to promote African economies and to streamline the supply chain to our customers.”

The combination of quality products and dedicated service means that Weir can be confident in the warranties and predictions it provides to customers regarding the productivity of its solutions. “This is demonstrated by our ability to enter into cost per tonne agreements with customers,” he says.

He adds that local skills development is also a priority for the company in building its service infrastructure, including its Mill Circuit University.

Weir on mining technology for a sustainable future

Weir has introduced its refreshed brand – Mining technology for a sustainable future – in a move that, it says, encapsulates the company’s commitment to providing innovative end-to-end solutions that accelerate the transition to smart, efficient and sustainable mining.

The company says: “The mining industry that we serve is in a period of change – it recognises the need to scale up and clean up to deliver more of the critical metals needed for the energy transition, and produce them in a more sustainable way.

“Weir – as a united brand – is at the heart of that change, as the strategic partner that our customers can call on as they lean into their biggest challenges.”

Weir says it has changed and reshaped its business over the past few years to focus on mining technology. “We have a clear strategy and a strong purpose – to enable the sustainable and efficient delivery of the natural resources essential to create a better future for our world, ” it says, adding that this is the right time to refresh itsbrand to support that.

It added: “Our new brand represents who we are as a company, what’s important to us and what to expect from us – not only in terms of mining technology or financial returns, but from our culture, our values and our focus on creating a safe, diverse, inclusive and equitable workplace.

“Weir has over 150 years of experience of powering progress in the world’s major industries. Today our combination of deep customer insight, world-class engineering and materials science, enabled by intelligent automation, have never been more relevant as we help our customers transform, with technology to help them move less rock, use less energy, use water wisely and create less waste.

“Mining technology for a sustainable future is exactly what we do at Weir…and that puts us in a strong position to lead in the new mining era.”

It said that today marked the start of the new brand introduction with more to come over the next few months.

Weir opens new service centre in Port Hedland, Australia

Weir has officially opened its new Port Hedland Service Centre, strategically located in the heart of the Pilbara region, Western Australia.

The A$28 million (US$18.6 million) state-of-the-art facility strengthens Weir’s commitment to sustainable mining and is the flagship Enduron® high pressure grinding rolls (HPGR) service centre in the region, it says.

The new facility bolsters Weir’s national network of 16 service centres and will support customers and their operations across the Pilbara region, including the Iron Bridge project which incorporates Weir redefined flowsheets – the world’s first dry comminution circuit without tumbling mills. Port Hedland serves as a critical hub for the mining and resources industry in Australia, driving economic growth and success for the important iron ore region.

The Port Hedland service centre will deliver innovative engineering solutions and expertise, enhancing operational efficiencies and advancing sustainable progress across the Pilbara’s dynamic mining landscape, Weir added.

“With best-in-class technology and support, the centre features facilities for Enduron HPGR servicing, including tyre roller assembly and Linatex® rubber lining services helping customers to extend the life of their assets,” it says.

The centre is equipped to service Weir’s broader range of products and technologies, provide engineering and maintenance support as well as critical parts storage for faster service times for customers.

Kristen Walsh, Regional Managing Director at Weir Minerals, said: “The new centre at Port Hedland will support our key customers in the region, providing Weir’s best-in-class service and expertise. The A$28 million facility demonstrates our commitment to sustainable mining and with further investment planned, we will continue to support our ambitious growth plans in the Pilbara region of Western Australia.”

The next stage of development, set for 2025, will see an expansion of the team and specialisation in the repair and overhaul of various Weir processing equipment including Warman® pumps, Cavex® hydrocyclones and Isogate® valves as well as Enduron crushers and screens.

SentianAI

Weir expands digital capability with acquisition of AI-focused SentianAI

Weir has acquired Sweden-based SentianAI in a move that, it says, will accelerate its technology roadmap and expand its digital capability to provide enhanced productivity and sustainability offerings to customers. SentianAI is a developer of artificial intelligence-based solutions that optimise performance in minerals processing. Founded in 2016, it is based in Malmö and has a team of software developers and data scientists.

The software that SentianAI develops uses advanced AI algorithms that continuously learn and adapt to the dynamic processes within a mine, providing continuous improvement and optimisation over time, Weir says. Jon Stanton, CEO of The Weir Group, said: “Digital technology has an important role in helping address the challenges of declining ore grades, production efficiency and CO2 emissions for our customers. SentianAI’s advanced software solutions complement and will bridge our Synertrex® and Motion Metrics™ technologies well. Together, these will enable us to provide holistic performance monitoring and optimisation for smart, efficient and sustainable mining.”

Earlier this year, SentianAI and Xore Analyzers formed a strategic cooperation to combine XORE’s XRF analysers, which provide real-time data on metal content, with SentianAI’s machine-learning technology, which adapts to variations in ore properties. The pact, SentianAI says, could allow mining operations to improve their recovery rates and overall efficiency.

IM interviewed SentianAI Founder and CEO Martin Rugfelt last year on its technology and approach. He said it already had a flotation project targeting increase of recovery rate but also the stabilisation of the circuit performance. It was also working on optimising a crushing and grinding circuit with the primary goal of an increase in throughput.

Martin Rugfelt, SentianAI Founder and CEO

When asked how its approach differed to other AI approaches in industry he commented: “A lot of the ‘traditional’ AI systems we see are actually AI toolkits/platforms that are sold on the basis that the customer can create AI logic that they need to solve specific problems without having to understand the detailed data science. Unfortunately, without knowledge of the underlying AI and data science, creating AI for complex systems eg control processes is very difficult. As a result, many ‘traditional’ AI systems are abandoned after purchase. Sentian has taken a different approach. Our SentianController is explicitly designed to optimise control of industrial processes, so when customers buy it, they already have the AI algorithms developed and tested for the complexity of control system optimisation. It is effectively a point solution that means you do not need a large data science team to build and run the AI solution.”

He added on the underlying technology: “SentianAI has worked for many years to select the best algorithms and refine how these algorithms work to deliver a unique AI system that has been designed to control and optimise industrial processes. This is very complex and requires some of the latest technologies in AI to be able to achieve the necessary control. We have also developed a system that can uniquely be applied in stages as data quality improves and operator confidence increases – going from making recommendations to fully autonomous control at the speed our customers want. This allows customers to build confidence before committing to fully autonomous control. We have chosen not to patent our solution as it would have exposed the technology, however, we would argue it is very unique.”

He said the system is also capable of self-adaptation, which can be achieved when you have both the right data and the right AI models. “The AI creates a dynamics model that is made from both historical and ‘live’ operational data. It can then choose the set of control parameters that deliver optimum performance towards a specific goal, eg maximum production for minimum energy usage. In comparison to traditional supervisory control systems it adapts to changes in the process. For example, if the process changes for some reason, leading to new data points, the AI incorporates these into its model, new predictions are made, and new control parameter settings are used. New goals can also be set, resulting in SentianController choosing the best control parameters to achieve those goals.”