09 Information Management

Presentation highlights the importance and interdependency of three pillars of success (people, processes, and technology) and Cameco’s asset management improvement efforts through each of these, including lessons learned. Audience will learn about the importance of organizational change management, business process management and agile methodologies, some of the technologies supporting asset maintenance and reliability, and its new Asset Management & Reliability Center of Excellence.

We are in unprecedented times. Covid-19 wreaked havoc on supply chains; decreased production during times of increased demand. Labor shortages, chip shortages, long lead items turning into “maybe next year, if you’re lucky” items. The Russia Ukraine war added further stress to supply chains through sanctions, port closures, fuel shortages and much more. What once was reliable is now unreliable. So how can companies overcome an unreliable supply chain to maintain their reliability? There are several ways to mitigate unreliability; scenario planning, supplier management, and technology. There is no one size fits all and what may work for one company will not necessarily work for another. Scenario planning involves reviewing every potential situation that could occur, then working through to see how the company would be impacted. Ultimately this results in mitigation plans for each scenario. These can then be reviewed and implemented. Proper Supplier Management includes ensuring all suppliers have their scorecards reviewed on a regular basis. Their information updated and kept current. It can also include reviewing which suppliers can become substitutes for others in the event one is not able to provide the required product in time. Technology is important as it links all the information together. Algorithms can be created to let management know that certain parts are low, equipment is wearing out sooner, it also collects information on suppliers for the scorecards. Overall technology is the glue that binds and provides real time information updates. This presentation will review how to best use technology to help mitigate reliability and supply chain issues.

We will be presenting a case study of why a new mobile Plant Maintenance application was required to replace their Agentry solution with the BlueWorx Plant Maintenance solution for their 1900 technicians at a large oil & gas organization in Canada. The need was to improve: executing work orders, raise notifications, execute proper inspections of their assets and equipment to meet their requirements and utilizing GIS to geo spatially locate work. One of the most important reasons on deciding to displace the Agentry solution is to help alleviate their previous cumbersome and frustrating process of slow transmit times and cryptic errors to a faster sync time combines with an administrator tool that’s an easy-to-follow guided process, to correct any processing error that the technician will encounter on a daily basis, to achieve more accurate data recorded to the backend. The pain points they faced were not having the ability to carry out and do inspections in an efficient manner, major transmit fails because of the non-ability to upload large data points and cryptic errors messages. The key driver for the client is the ability to easily enhance the out of box functionality to suit their business model and needs. This also gave them enhanced field capabilities and access digital documentation to assist in their daily tasks. We will showcase the implementation approach, associated project deliverables and ingredients to making this a success for both the customer and S4A IT Solutions. This was all achieved during an unprecedented pandemic which forced us to deliver this project from many continents, all while being delivered fully remote. What was to be achieved of the new solution? The solution helped transform and improve not only their current in-adequate maintenance solution, but also helped culturally shift, across multiple business units, a non engaged workforce into a fully engaged, collaborative team which resulted in increased efficiency. The new solution has transformed business processes into a paperless workflow to help with waste reduction, regulatory compliance, tool time productivity, downtime reduction and enhanced data driven decision making.

Within the mining industry, the library of KPIs has not kept up with data that has become increasingly available through digitization, therefore leading to an overuse of lagging performance indicators. Additionally, due to the fact that strategic corporate goals are oftentimes built on the basis of soft or perceptual measures from stakeholders, which are subjective in nature, organizations struggle with the process of linking strategic level goals to KPIs on the shop floor. Therefore, creating a communication gap between technical teams and senior management. As a consequence, maintenance leaders have a difficult time demonstrating the added value that maintenance activities create with an organization, leading to challenges in securing the resources required for things such as continuous improvement projects. Considering that the implementation of a robust KPI framework is an alignment of three key areas: people, process, and technology, the first portion of this presentation will be investigating a holistic approach to developing maintenance KPIs that are integrated into corporate strategic goals. Therefore, outlining the steps required for organizational leaders to begin standardizing data gathering procedures and creating a trustworthy system that can be leveraged for decision making. Aside from the previously discussed administrative challenges associated with data gathering within organizations, it must also be highlighted that KPIs are collected on a monthly or quarterly basis, meaning that training sets for forecasting models are extremely limited. Therefore, in order to address the reliance on lagging performance indicators within maintenance departments, a variety of time series models capable of achieving high accuracy on small datasets will be discussed along with direct business applications. Through achieving these goals, the intended outcome is to create a more contemporary data driven methodology for selecting organizational KPIs, as well as directly demonstrating the added value that the various business units create within the organization.

Applying agile data governance and leveraging 21 century tools and methods to create an ecosystem that supports the success of asset data management strategies. This approach addresses challenges in resourcing for developing strong governance that considers strategic, tactical and operational needs while providing a unique approach to data gathering, quality and quantity of data at a program level.

Recent developments in AI, ML and related techniques see wide adoption in many industries. However, in the asset management area, such technical advances are still in their infancy, especially in the maintenance, repair, and operations (MRO) area. Part of the reason is that, contrary to production, MRO data has its unique characteristics (e.g. incompleteness, inconsistency and heterogeneous), and most organizations are still planning to introduce diagnostic sensors dedicated to maintenance and equipment reliability. We face both challenges and opportunities in advancing data-driven continuous improvements within the asset management world. This presentation shares the findings of our current research and development focus. Titled “How to use historical data to find opportunities to improve the effectiveness of equipment reliability programs, optimize MRO inventory operations, and enhance MRO workflow management processes”, we will first examine the characteristics of MRO data as their uniqueness to a specific company, plant or equipment and their commonality across all sectors. Then we evaluate the feasibility of applying AI/ML techniques with MRO history for better operational efficiencies. We need to understand what data is related to human knowledge, human interaction and process, and what data is associated with the actual condition of the asset, and if there are patterns and models that can be learned. Last, we will demonstrate that AI/ML can find equipment agnostic models and patterns which help continuously improve MRO operations across different industries. Based on the findings, we will also show how AI/ML models learned from historical MRO data can be translated into prescribed actions for improvements in equipment reliability, MRO inventory and workflow operations for individual organizations.

The Irving Pulp & Paper maintenance team was the recipient of the PEMAC Maintenance Team of the Year Award for 2021. The team was honored to be nominated based upon long term sustained performance improvements, professional development, controlling reactive maintenance and continuous improvement.

The presentation will show the 21 specific harms to business that arise from ad hoc, weak, and unstructured spare parts (MRO materials) identities. The focus will be on the 6 specific harms to the maintenance. 1. Confusing material searches in WO planning 2. Extra validations used in WO planning 3. Work scheduling delays when planned parts are out of stock but are available under a different number in the warehouse 4. Job schedule interruptions from mis-identified materials 5. Production loss from wrong parts issued to a job (bigger impact than just work schedule impact) 6. Work to return wrong materials to the warehouse from a job The presentation will cover what the identifying elements of an MRO material or item record are. The necessary elements to solve the MRO material identity problem will be discussed. Useful MRO identities are structured based on rationalized noun classes. Applying the taxonomy to an MRO catalogue makes items comparable in a way that was not possible before. This allows for the removal of duplicates, assignment of items to equipment / functional locations and then removal of clutter items. Finally, the beauty of life in the Maintenance Department with a rational effective MRO material catalogue will be revealed!

Our collective goals are to operate and maintain the facility in a safe, compliant, effective, and socially responsible manner to sustain a 100% commercial availability. There is no greater impact to these goals than the people directly responsible for the Operation and Maintenance at the Facilities. These goals are met through a combination of strategies that involve a myriad of challenging communications. More than anything, these communications require a complimentary skillset not necessarily honed by todays skilled craftsmen, soft skills. They may take the form of questioning the status quo, holding each other accountable, or courageous conversations. Essentially, we want teams who will listen and understand the facts of the whole situation at hand, and work together to elevate to the occasion, thereby addressing the failure or opportunities for improvements to the absolute best of their collaborative abilities. In addition to having the Technical skillset to operate and maintain our critical assets, our high functioning Teams need to contribute and extrapolate their soft skills by:-    Creating a psychologically safe space to work to collaborate and challenge -    Know, understand, believe the facts, then Act -    Fostering an Environmental & Safety conscious workplace -    Empowering each other, challenging the status quo and continuous improvement Teams that can leverage these 4 key strategies are able to rise to greatness at the most critical moments and inspire each other to do their very best work. As such, the focus of this MMP Capstone will be the strategic investment and development of our Teams’ communications skillset.  We will explore the many communications related failures that I have personally experienced and dissect individually the cost of each such failure, thereby quantifying the cost of poorly managed communications and, the cost benefit to investing in our greatest asset; Our People. 

The Global Forum on Maintenance & Asset Management and highlights of the second edition of it’s recently published Maintenance Framework, including the project to develop the document and differences from the first edition.