Tag Archives: AMT

The smart miners putting people first

We’ve all heard about the sustained pressures mining companies are facing from stakeholders when it comes to changing the way they do business, with the use of new technology often touted as the way to transform the sector for the good of the industry and society.

Yet, as the COVID-19 pandemic has reinforced, these technologies can only work with the right suite of people to design, install, operate and maintain them.

The onset of machine learning and artificial intelligence in the mining space is expected to remove manual tasks in the exploration, development, production and maintenance processes of miners, but the real benefits come with freeing up skilled personnel to concentrate on more ‘transformative’ processes.

The same could be said for the automation of equipment and processes at mine sites, with contractors and mine owners able to use skilled workers across multiple operating stations above ground or at remote operations centres instead of being bogged down on one piece of kit on the mine site.

Keeping humans at the “centre” of this technology evolution is one of the underlying themes of the 2021 edition of the Smart Mining Conference (SMC2021), hosted by the Institute for Advanced Mining Technologies of RWTH Aachen University (AMT) and VDMA Mining, according to Aarti Sörensen, Scientific Research Assistant at AMT.

“Technology is an enabler, but you need to know what you actually want to achieve with any of these projects to be a success,” Sörensen told IM.

Aarti Sörensen, Scientific Research Assistant at AMT

A focus on this human centre transcends just the people on the mine site, or the neighbouring communities; it includes the wider society that interact, judge and rely on the outputs of mining.

Elisabeth Clausen, Professor & Director of AMT, told IM: “One aspect that is really important for the mining industry is how to deal with the public perception of the industry. All miners are lacking the talent they need to continue to grow. We have seen this come through in the numbers of university students we are educating. While every student currently looks like getting a job upon graduation, there are not enough people coming through the system with the skills required and the appetite to work in the mining sector. That is not only in disciplines like mine engineering, but also machine learning, automation, big data analytics, etc. Mining is not currently viewed as an attractive workplace when compared with the likes of Google and Amazon.”

The introduction of more ‘carbon neutral’ operations, improved safety procedures and flexible work practices will go some way to changing the perception and, to make the required leaps, collaboration will prove key.

This is a topic Sörensen and Clausen know well given the number of industry research projects the AMT is currently working on.

NEXGEN SIMS, the next generation of the EU-backed SIMS project, is a great example here.

Involving Epiroc, Ericsson, Boliden, Agnico Eagle Finland, KGHM Polska, K+S, OZ Minerals, Mobilaris MCE, AFRY, KGHM Cuprum, LTU Business, Luleå University of Technology and AMT, NEXGEN SIMS (the Next-Generation Carbon-Neutral Pilots for Smart Intelligent Mining Systems) aims to develop autonomous, carbon-neutral mining processes.

While more innovation networks are gaining traction across the globe – in Canada, the Canada Mining Innovation Council or the Centre for Excellence in Mining Innovation, and Expande, in Chile, provide examples here – Clausen said there is still some reluctance in the mining community to commit to large-scale collaboration and collaborative innovation.

“Companies see the need but have some hesitation where it involves large-scale collaboration,” she said. The dilemmas of data sharing, IP rights and the need to provide individual companies with a list of competitive advantage benefits remain.

Elisabeth Clausen, Professor & Director of AMT

“It all hinges on openness and trust,” Clausen said. “Openness can only be generated by trust.”

Sörensen said the ‘sweetspot’ for miner collaboration often comes from the mid-tier sector – those companies big enough and agile enough to commit funds and resources to projects, but not so big that they can develop their own technology in-house.

“They often open up their mine sites for demonstrations and are more open to collaboration,” she said.

“The collaboration dynamic between suppliers and miners is also changing, with miners now driving the technology development and putting their requirements to suppliers, instead of the other way round. Some miners have also built key relationships with research institutions and start-ups to come up with solutions to their problems, building collaboration or innovation ecosystems around their companies.”

Collaborations such as NEXGEN SIMS are seeing all parts of the mining ecosystem converge to help decarbonise the sector, as well as change the perception of how mines are operated. The use of 5G communication networks, battery-electric and automated machinery could see operators track equipment from a city centre in real time, without the need to even step on site.

What is clear is that more collaborations like this will be needed to decarbonise the industry, make it more appealing to younger people considering their career options, and change the ‘dirty’ and ‘dangerous’ connotations that are often associated with the word ‘mining’.

This represents a challenge as well as an opportunity, but, like all technology developments/transformations, it requires the ‘buy-in’ of people to be a success.

Clausen concluded: “We are convinced that the benefits of all the technologies and innovations can only be fully leveraged if we have the right people in place. Putting people at the centre of all activities is of utmost importance to change and challenge the perception of mining.”

SMC2021 will bring business leaders, policy makers and researchers together to discuss what ‘smart mining’ means against such a backdrop.

RPMGlobal establishes Asset Management Centre to address AMT software demand

RPMGlobal has announced the opening of its Asset Management Centre of excellence in Perth, Western Australia, which has been developed to, the company says, address the rapid growth and demand of/for the company’s AMT software suite.

The centre brings together personnel with a diverse range of skills focused on best practice in the asset management space, with the centre having a particular focus on supporting clients and projects in Western Australia.

AMT is RPMGlobal’s asset management software which helps mining companies, contractors, OEMs and their dealers effectively manage their assets using a “unique” Dynamic Life Cycle Costing engine.

Since early 2021, RPMGlobal says it has been recruiting heavily for asset management specialists to cater for additional deployment and support skills to enhance and support the delivery of current and future demand of their asset management suite of solutions.

According to Richard Mathews, RPMGlobal CEO, the decision to base the centre in Perth made sense on several fronts.

“Perth became an obvious choice due to the highly sought-after skills and experience of the recruitment pool as well as the time zone with a number of our bigger customers and users of the software,” he said.

RPMGlobal claims to have secured a marked increase in new organisations using the software in the last 12 months and is making room for a heightened period of growth, in particular from its Western Australia customers.

“Perth makes sense not just for Western Australia but also several globally strategic projects,” Mathews said. “We are expanding for what is a significant period of growth across our business, particularly in the AMT space.”

The upward trajectory builds on a big 2020 for the Perth team where a major renovation of RPMGlobal’s Perth office was completed, adding another floor and unveiling a dedicated Customer Experience Centre to support the company’s growth in the local market.

Mathews said this latest period of accelerated growth across its Western Australia customer base is in line with securing major sales and accelerating development of new products and services.

“Our intention is always to have a very strong local support network for our customers and the increased investment in our Perth footprint is a strong reflection of that commitment,” he said.

The company’s organic expansion coincides with a period of increased market confidence and positive industry outlook, coupled with a sharp focus on innovation from major mining companies, RPMGlobal says.

Mathews added: “It’s certainly an exciting time for the mining industry and we have seen Perth, in particular, emerge as a digital and innovation mining hub.

“Our Perth Asset Management Centre demonstrates our strong commitment to the region and providing our growing customer base with technology solutions that unlock long-term value across the mining value chain.”

RPMGlobal futureproofs inventory management for miners

RPMGlobal has completed the acquisition of IMAFS, adding a cloud delivered, inventory management and forecasting software solution to a suite of technology solutions that use proprietary artificial intelligence algorithms to greatly improve inventory management.

IMAFS analyses inventory data from corporate Enterprise Resource Planning (ERP) systems to deduce the optimal timeframe for inventory orders, costs, and order frequency. It supports not only several forecasting methods, but also takes advantage of AI and machine-learning capabilities to optimise the calculation of the key variables in inventory management, RPMGlobal says.

The ‘forward looking’ predictive algorithms become particularly powerful when used in conjunction with RPMGlobal’s asset management system, AMT, the company added. AMT uses a Dynamic Life Cycle Costing engine that forecasts, in real time, every maintenance event for a piece of equipment, at a component level, until the end of its economic life.

The future demand of an organisation’s assets, combined with the optimisation algorithms within IMAFS, are the critical pieces of the puzzle to optimise procurement and management of critical parts and components, according to RPMGlobal.

“The delivery of an integrated AMT and IMAFS offering delivers an industry-first, predictive solution with more certainty of the future and less reliance on historical data,” it said.

ERP systems typically use historical consumption to predict future requirements, which, according to RPMGlobal, has its limitations in a volatile maintenance and repair focused industry such as mining.

“This future demand knowledge will further improve the accuracy of parts availability, reducing inventories, decreasing stockouts and reducing equipment downtimes,” it said.

IMAFS has been proven in industry, according to RPMGlobal, with one operation reducing 78% of stockouts for items with high usage, while concurrently reducing stock levels by 14% for the items controlled by IMAFS. Another operation was able to reduce global inventory by 15% within the first 10 months without any diminution of service levels.

RPMGlobal Chief Executive Officer, Richard Mathews, said: “The company is leading the way in the practical application of innovative technology that increased miners’ operational competitiveness. With our growing suite of optimisation products, RPMGlobal has built a capacity to help global operations extract more value where it counts. We are excited to be utilising AI technologies to improve the efficiency of mining operations across the asset management function.”

He added: “We intend to build on this AI capability by including additional variables in the models that may impact availability for our customers operating in remote locations. This experience will also assist us as we look to use these same advanced techniques to further optimise mine planning and scheduling.”

RPMGlobal adds predictive element to mine maintenance solutions with IMAFS buy

RPMGlobal has entered into a share purchase agreement to acquire Canada-headquartered, inventory optimisation management software company, IMAFS.

As a Software-as-a-Service and cloud-delivered provider of inventory optimisation software, IMAFS has more than 20 years experience developing and selling its flagship IMAFS product, RPMGlobal says.

The IMAFS solution is an inventory management and forecasting software solution that connects to an organisation’s Enterprise Resource Planning (ERP) system and uses proprietary artificial intelligence (AI) algorithms to greatly improve inventory management, according to the company. The product has been designed and built for the sole purpose of optimising the inventory holdings of large asset-intensive companies.

RPM CEO and Managing Director, Richard Mathews (left, pictured with David Batkin, Executive General Manager – Technology Consulting), said: “We are very pleased to have concluded negotiations to acquire IMAFS and are really looking forward to welcoming the Quebec-based IMAFS team into the wider RPM family. The product is a great fit with the existing RPM product suite and further builds on our cloud and optimisation offerings.”

RPM explained: “In the mining industry, management and optimisation, specifically the maintenance, repair and operational (MRO) inventory is critical to ensuring operational continuity and attainment of production targets.

“The key to accurately forecasting any type of inventory is understanding future demand. Mining MRO inventory optimisation is often a unique challenge to solve due to low volume and/or erratic turnover with long lead times, high component costs and the complex logistics associated with operating in remote locations leading to companies over-stocking parts inventory and tying up capital unnecessarily.”

When it comes to mining, properly managing MRO inventory is vital, RPM says. If the plant, or key pieces of equipment (loaders, trucks, conveyors, etc) stop operating because spare parts are not available, a costly operational problem develops. A poor inventory optimisation process can result in a company ordering inventory urgently due to reactive inventory processes rather than predictive inventory processes.

IMAFS has developed a hosted subscription service that, RPM says, allows inventory data to be extracted from a company’s ERP product or Computer Maintenance Management system and analysed programmatically.

IMAFS’ proprietary and cutting-edge algorithms also include AI logic incorporating parameters such as transport mode, carrier, weather, customs, seasonality, holidays, availability, and many other data points. IMAFS will also identify excess or obsolete stock that can be returned or disposed of, according to RPM.

Mathews added: “Four years ago, we acquired iSolutions because we understood the importance of planning maintenance in parallel with production. AMT stands alone when it comes to forecasting the lifecycle cost of an asset using its dynamic lifecycle costing engine. This real-time engine accurately predicts when customers will require major parts and components.

“In other words, by going back to first principles (as AMT does), we can predict the future demand that can be factored into IMAFS’ advanced AI algorithms. That future demand is the critical piece of the puzzle so that IMAFS can optimise procurement and management of critical parts and components.”

Mathews says the AMT solution is used by the major OEM’s and their dealer network. These organisations can take forecasts from their customers into the IMAFS product, thereby assisting them in optimising their spare parts inventory.

“While we haven’t had a product to do this in the past, we have been involved in a number of discussions with dealers and miners to do exactly this,” he said.

Robert Lamarre, IMAFS Founder, said: “It is immensely pleasing to see the passion emanating from the team at RPM to championing inventory optimisation and cloud-driven enterprise integration. We are convinced that the IMAFS product suite will benefit from increased investment and the sales and marketing support that RPM can offer these products right around the world.”

Following completion, Lamarre will continue his involvement with promoting IMAFS through a third-party business partner authorised to market and distribute IMAFS products to customers in North America outside of mining and resources.

The acquisition is expected to close on November 25, 2020 subject to several conditions precedent and customary completion events.

RPMGlobal offers ‘real-time, zero-based maintenance budgeting’ with AMT upgrade

RPMGlobal has unveiled major functionality upgrades in the latest release of its dedicated asset lifecycle costing software – AMT, designed to, it says, accelerate the maintenance budget generation process for miners.

In the release of AMT 8.21, improved maintenance budgeting integration is a key focus, with upgrades drastically improving the speed of the budgeting and forecasting process.

“AMT is already one of the only products on the market that is purpose-built for maintenance cost budgeting that works seamlessly with any miner’s ERP, and this functionality upgrade will further reduce the time it takes teams to produce maintenance budgets,” the company said.

The ability to conduct real-time, zero-based maintenance budgeting instead of relying on static maintenance plans helps operations gauge the true costs of operating equipment, according to the company.

RPMGlobal Chief Technology Officer, Paul Beesley, said innovative technologies such as AMT formed the foundation for smarter asset management decision making.

“As the leading maintenance cost budgeting solution specifically designed for the mining industry, this release has been about taking our clients’ feedback and advancing the maintenance cost budgeting component of AMT’s functionality,” he said.

“With many of our global customers in budget planning mode, this release comes at a great time for operations seeking to speed up analysis of different budget and forecasting options, which leads to improved accuracy and decision making.”

While the focus on this release is centred on upgrading the maintenance budgeting integration process, AMT 8.21 also includes several usability enhancements that improve the experience of the Asset Manager, according to the company.

Some of the notable enhancements include Dynamic Life Cycle Costing engine performance improvements, depreciation forecasting, standard job versions that supports baselining changes made to maintenance strategies, new and redesigned reports, and other functionality enhancements.

AMT is used by hundreds of mine sites worldwide as well as all major OEMs to manage their assets and asset maintenance contracts, according to the company. “With AMT, operators have a holistic life cycle cost view of their asset base to deliver proactive asset management capability,” it said.

At the core of RPMGlobal’s powerful asset management solution is a unique Dynamic Life Cycle Costing engine which enables organisations to be proactive about asset management. As a result, miners have the ability to control and curtail maintenance costs, identify asset life cycle risks and opportunities, and reduce unplanned downtime.

RPMGlobal Chief Executive Officer, Richard Mathews, said: “RPMGlobal’s investment commitment in the industry’s leading asset management solution would continue apace, with additional exciting releases planned over the next 12 months.

“AMT is a major part of our business, and with every release, more enterprise functionality and integration is added.

“We anticipate mining companies will remain focused on keeping their operational costs as low as possible as they seek to unlock greater value from operations. AMT is the proven solution that enables our customers to identify asset lifecycle risks and opportunities to control and reduce maintenance spend which is vital in this current environment.”

RPMGlobal provides asset management add-on for SAP users

RPMGlobal has launched a new version of its dedicated asset lifecycle costing software, AMT, designed to complement SAP’s Intelligent Asset Management offering and solve the plant and maintenance needs of miners.

In this release of AMT, AMT4SAP will be equipped with over 20 logical business connectors into SAP to support any organisations’ SAP work management solution, RPMGlobal said.

AMT4SAP is an add-on to a miner’s existing SAP solution (pictured) designed to complement and enhance asset management decision support through advanced modelling, maintenance cost budgeting, lifecycle management, benchmarking, component life optimisation and overall strategy optimisation, according to the company.

RPMGlobal and SAP have had a partnership agreement in place since 2013 and have already successfully deployed AMT with SAP to many global mining organisations, RPMGlobal says. These deployments include integration between the solutions that automate the transfer of data to amplify the decision-making capabilities of these organisations.

RPMGlobal CEO, Richard Mathews, said AMT4SAP provides a “complementary and connected solution” to SAP’s maintenance planning (PM), reliability analysis and optimisation functions.

“Miners have complex plant and maintenance needs that AMT4SAP can solve through the creation of a truly holistic approach to asset management. The outcome is long-term performance and cost benefits that positively impact the bottom line,” he said.

At the core of RPMGlobal’s AMT solution is a Dynamic Life Cycle Costing (DLCC) engine and inbuilt intelligence engine. The DLCC takes inputs in real-time from various asset management processes and systems such as on-board monitoring systems, fleet management systems, the mine plan and SAP itself.

The calculation engine then automatically reforecasts future usage, availability, productivity, further maintenance costs and future resource requirements, according to RPMGlobal. It does this for every piece of equipment, every part and component for the entire life of each asset in real-time.

Harnessing the DLCC engine, AMT4SAP is able to identify asset lifecycle risks and opportunities to control and reduce maintenance spend, arming end-users with the ability to proactively make decisions.

AMT’s ability to define, track and maintain an asset’s lifecycle cost through the DLCC complements SAP’s work management capabilities across work scheduling, strategy definition, resource levelling, downtime capturing and warranty management.

“The differentiating strength of RPMGlobal’s AMT solution is the ability to rapidly generate and analyse multiple maintenance scenarios and strategies to determine the optimal solutions available to a mining operation,” the company said.

Through modelling multiple scenarios for evaluation of new assets (advanced modelling) and alternate maintenance strategies for assets already in operation (strategy optimisation); optimal long-term plans that impact on costs, availability and resources can be better understood and shared with stakeholders well in advance (long-term planning), it added.

A good example of the two systems complementary functions is AMT’s unique MCB (Maintenance Cost Budgeting) module, RPMGlobal said. Integrating AMT’s live lifecycle costing – which includes factoring in unplanned events not covered in SAP – together with SAP’s work order and master data, AMT4SAP is able to generate a full zero-based maintenance budget in “minutes instead of weeks”, it said.

AMT4SAP assists to ensure all data is structured and ready for analytics solutions, such as SAP Analytics Cloud. “This means users spend less time creating a budget and more time using the analytical tools to better understand the maintenance business and deliver real value,” the company said.

AMT, RPMGlobal says, is used by hundreds of mine sites worldwide as well as all major OEMs to manage their assets and contracts.

RPMGlobal goes mobile with latest release of AMT asset management software

RPMGlobal has focused on mobility for the latest release of its fast-growing asset management solution, AMT.

In this release of AMT – version 8.16 – RPM has streamlined the inspection work process in the AMT mobile app making it far easier to manage in the field. With a mobile device, users can access, edit and close work orders while working remotely.

Work can be created automatically from strategy tasks within AMT or an integrated ERP. This process becomes a seamless execution of inspection and checklist work for the mobile user, according to RPM, improving the useability and productivity with an easy and practical process for the user.

Since AMT’s acquisition by RPMGlobal in 2016, the solution has been deployed on every continent other than Antarctica, according to the company.

Michael Baldwin, Executive General Manager of Product Strategy for RPM, said “Mobility is critical to ensuring that information is in the hands of the right people as it is needed. One thing we have found in recent years is that giving people information with context amplifies their decision-making capabilities and there is no better way than to have it in their hands in the field when they need it.”

AMT has the Dynamic Life Cycle Costing engine, and inbuilt intelligence that no other system contains, RPM says. The mobile app is completely integrated into this engine.

“This means that reliability and life cycle costing are linked, enabling users to not just identify, or predict, maintenance issues, but understand their impact and accurately model the correct resolution.”

Baldwin added: “Our aim with AMT mobile is to ensure that the end users have an easy way to perform their job. Their focus should be on completing the task at hand, not working out how they will enter it into a system at some point in the future.”

There are also several improvements and enhancements to usability and budgeting in AMT 8.16, in addition to support for SQL Server 2016 platform.

“Through RPMGlobal’s online support portal and forums, users are continuously providing feedback that can improve the product and features they would like added. With each release of software these key features are developed and then ready to use as software is upgraded,” the company said.

Baldwin said AMT formed a critical part of the company’s business and with every release more and more integration throughout the suite was added.

AMT 8.16 also provides tighter integration to products like MinVu, which is capturing real time data from operational systems such as FMS and health systems in the field.

“Information like machine hours and health sensor information is critical to an asset management system, and that is completely automated within the RPM offering,” the company said.

Baldwin concluded: “As mining moves towards a digital, and then intelligent world, automation of data capture, validation and transfer is crucial. Once that part is automated, your people can focus on what they need to do to improve rather than entering and manipulating data between systems.”