Check out our on-demand webinar UiPath Process Mining: Scientifically Discover Your Next Automation Opportunity. Automatic data updates occur at a regular interval, which can be adjusted to provide almost real-time information. It lets you investigate what the process really is. The surge in demand for metals and minerals in the early 2000s quickly translated into much higher prices and, with it, much increased miners’ profitability. process mining, How Enterprises Are Improving Operational Efficiency with Process Mining. With a system like this, then you have a mechanism available for use that is able to easily and quickly display issues like this, that previously may have been ignored. It is a fast and easy technique to control and improve your operations. This is great for say, in-shift production performance; loading tools that are underloading can easily and quickly be identified and tackled immediately, before impacting that particular. Mr. BNS Prakash Rao, Senior Vice President & Plant Head, JSW Salem, shared, “The relationship between JSW Salem and Metso started in 2011 with an order for a wagon tippler. What you need to see can be pre-set to flow into the dashboards, using appropriate charts, drill-downs, and time-periods. We have found with many operations that the communication and execution of these plans is incohesive. Since installation of the wagon tippler, the operations have been smooth. Process Mining and Discovery: The current actual process is created from the event logs. As an enterprise, you can avoid unforeseeable issues and secure your position to meet or surpass customer expectations. Financially, operational efficiency can be defined as the ratio between the input required to keep the organization going and the output it provides. Influencing the plan while it unfolds in real-time has been missed, and considerable time is again spent planning. Six ways to boost your mine’s operational efficiency. Are there deviations from the intended process and if so, what are they? Think of what this data represents - exact information on who did what and when in the organization. From our experience, there are at least 10 scenarios of how your employees perform their job. In a 2015 article titled: Productivity in mining operations: Reversing the downward trend, McKinsey showed that mining productivity had declined an average 28 per cent over the past decade. It’s designed for continuous optimization of processes. There is a much easier way to get to the information needed without the huge amount of manipulation, time lag and errors - Dashboards! Among those, you may find customer relationship management (CRM), accounting, enterprise resource planning (ERP), BPM, diverse databases, and other tools. Using Dashboards to present your mining technology data brings the following benefits: It is important to track production and asset performance, yet many operations wait until the end of the shift/day/week to review this performance. Some good reasons can be found in our previous blog [Link here]. For example, a supermarket has various internal methods (of production, hiring, sales and communications, for example) and all of these processes help the company achieve a target, which may be in terms of product sales. It enables management of the mining company to increase productivity, increase profitability, improve competitiveness, use freed-up capacity, and enable company to grow or increase its future market value. In every shift there are many factors that impact how well or badly the shift performed. MTS is well versed with helping mines build up strategies and create practical road maps for execution. The plan can be automatically sent to those requiring it on email, say, in pdf format. The digital form is completed on a cell phone which contains many drop-down fields to help maintain standard inputs, and mandatory fields to prevent skipped sections. bad blast) or intermittent asset faults can have a significant impact on shift performance. Knowing all the variations allows you to find and align the best practices. These can be consolidated into more targeted views to help guide analysts towards higher priority items. Each requires a certain amount of planning and underlying resources but many sites already have these in place. Process mining, on the other hand, combines data mining and model-based process analysis. Process mining helps businesses highlight process deviations and recognize possibilities for improvement. Plan performance can be automatically sent to the relevant parties (in say, the end of shift crew performance reporting) as data exports, pdfs etc. and are incredibly user friendly. Actions can follow streamlined workflows allowing for effective and consistent communication. bad blast) or intermittent asset faults can have a significant impact on shift performance. You may also add ranks of importance or influence among tags, to find cases that score high for specific tag types and pinpoint where to optimize them. Ensuring things like naming conventions, hierarchy. Businesses worldwide understood the value of stored information but were unclear how to investigate and act on it. Operational Efficiency Tech-led innovations have not just propelled operational efficiency but played a vital role in improving carbon footprints. Mine engineering teams spend a significant amount of time creating mine plans, amongst other things. Access to the required data can be easily achieved for their roles including onboard machine sensor data via telematics (IoT) devices, fluid analysis, work orders and backlogs from their ERP etc. It is often said that ‘data is the new oil’. It is achieved by minimizing waste and unemployment while utilizing tec… Visualise the progress of actual Vs plan in real-time. MTS is well versed with helping mines build up strategies and create practical road maps for execution. Because traditional process discovery is time-consuming. Automated Short Term Plan Report inc. Map Imagery, The same plan and production information can be automatically visualised in a real-time dashboard, which fills up as tonnes are moved. However, with or without these things, people should be aiming to achieve a single focussed plan. Maintenance focussed functions can include health analysts, maintenance planners, reliability engineers. There are many cell phone/tablet-based inspection apps (GoCanvas, Prontoforms, GoFormz, Cat Inspect) which can easily be used to capture the same information without the paper but with more details such as GPS coordinates, photographs, and measurements. Most mining companies have been facing the challenge of declining productivity for a while. α-algorithm (Van der Aalst et al.2002) is used in process mining to reconstruct the workflow. Despite the current silence around big data, data analytics technologies are gaining momentum. They are typically hosted securely on your network and still be easily accessible from anywhere in the world. Crowdsource and manage your automation pipeline, Reveal processes by analyzing system logs, Where citizen developers can build automations, Pre-built automation components & templates, Your digital workers—attended, unattended, and hybrid, Where robots check in with you for direction, Browse our RPA business partners listings, Integrate your software stack with UiPath, Help prepare companies for hyperautomation, Learn RPA skills with free online training, Ask questions, find solutions, and share knowledge, Browse developer docs, install instructions, and release notes. As this is also captured and stored digitally, there is the possibility to recall and trending the data in reporting. This resilience, as outlined in Sustainalytics’ recent thematic investment report, is also considered by investors as a marker of a sustainable and, therefore, more investable business. The same plan and production information can be automatically visualised in a real-time dashboard, which fills up as tonnes are moved. In investment markets, it revolves around the transaction costs that are associated with the investment. This plays a significant part in the efficiency and profitability of a mining operation. To deliver an exceptional product or service while taking the leading position in the market, companies must prioritize business transformation. Costs deferred or eliminated, as well as volume increases, have become the proxy for … In this month’s blog, we want to tackle the challenges that many are facing: The ability to manage operations remotely. It is time-efficient and frees up resources. With their help, managers can take a deeper look at their processes via workshops and interviews. Streamlined workflow and good communication critical for maintaining site relationships and effectiveness. Read more . 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