用拼图转移知识的数据

The Pueblo Viejo gold mine, in the Dominican Republic, is a joint venture between Barrick Gold and Gold Corp., which hold 60 per cent and 40 per cent ownership respectively. The mine is operated by Barrick Gold and 2013 was the mine’s first full year of production. Efficient fleet management and production optimisation is a priority.

The focus of fleet management in any industry is to capture, measure and control. Hexagon Mining’s fleet management system, Jigsaw Jmineops, is used commonly to optimise the real-time scheduling and dispatch of mobile mining equipment. Information provided by the fleet management system (FMS) gives greater control of operations and production. Jmineops optimises and centralises equipment tracking, dispatching and diagnostics, ensuring that activities and operators can be directed, material movement can be confirmed, and machine health can be monitored.

Pueblo Viejo purchased the entire suite of Jigsaw software in January 2011, and is running Jmineops, Jview, and Jhealth. In the pit it has implemented Jtruck, and J²guidance for high precision on shovels/loading units, production blast drills, dozers and track dozers.

Barrick Gold的前FMS管理员Shane Boak说：“ JmineOps系统的最大好处之一是它捕获的数据量。”“Everything that’s happening in the pit, in the mining environment, whether it be time-based information, where the material is being picked up, where it’s getting dumped, who’s operating the equipment, how fast it’s going, or what’s happening with the engine.”

Software + Hardware = Mining Solution
In addition to Jmineops, Hexagon Mining’s complementary software modules and hardware components provide more precise measurement, enhanced operations logic, and wider ranges of equipment usage in run-of-mine (ROM) processes. The Universal Hardware Platform (UHP) also allows numerous OEM independent interfacing options and integration potential for further equipment diagnostics, maintenance, and lifecycle management all within the same system.

“We’re using these tools to pull all this information together so we can make more informed decisions,” said Boak. “We’re keeping trucks running longer and faster, optimising our production and better managing risks.”

bob体育报道Hexagon Mining的商业智能（BI）套件用于报告和分析，Jigsaw Jview，然后用于将数据收集和信息管理扩展到知识中。这提高了流程，生产效率和管理决策，所有这些都帮助矿山保持预算并实现或超过目标。

“It’s all recorded and this is where the BI tools come in really handy to come back and analyse all of this information and use it to make more informed decisions,” said Boak. “We can then improve our use of the FMS and our processes based on past performance and benchmarking results with goals.”

Customised data for better decision making
Evaluating operations’ performance and accounting for results depend on having data and information outside the FMS. Every mine must answer to many levels of data consumer and information user. From banking to manufacturing, every industry offers BI solutions, as well as productised solutions from basic reporting to data warehousing within multiple operations up to enterprise resource planning.

JView采用这些组件的框架和部分，将数据缩放并集中内容。信息交付是针对许多级别的用户和数据消费者量身定制的，从我的车队调度员到经理和分析师。标准报告套件将仪表板结合在一起，用于近乎实时信息，常见日常报告和运营报告的静态报告，用于长期分析的动态报告以及用于临时报告和深入分析的OLAP数据库立方体。可以开箱即用的标准功能。该平台是可扩展的，内容易于扩展和修改，因此您可以拥有并与数据进行交互。

矿山管理员必须根据要求向经理提供特定的报告。经理可能并不总是确切地知道他想看到什么，管理员必须解释系统中捕获了哪种类型的数据以及它可以提供的信息。使用诸如OLAP数据库之类的内容，可以扩展临时报告并探索数据。您可以通过利用无需特定的编码或查询技能的数据模型和工具来切割和切成数据以调查您正在搜索的内容。信息发现中最困难的部分是解决问题的业务规则和要求，以及访问和分析数据的时间。

Boak说：“ JView使起草报告，向经理展示，获取反馈，然后重新设计报告以提出所需的自定义信息，从而轻松起草报告。”“我们在许多领域使用这些系统。最近的一个项目是正在寻找可视化信息。数据表是一回事，我们需要不同的观点。将其放置在视觉上下文中，然后操纵场景，我们可以看到数据的关系并给予很多好处，速度更快。”

为增加的安全数据分析
Applying diagnostics information together with production events provides vital insight. This is where detailed historical information from the FMS on operators’ working hours, cycle times and traveling speeds is extremely valuable. With high sample rate GPS data, actual speeds and equipment orientation can be determined before and after an incident. When played back the equipment path and activity can be reviewed.

“Accidents on the mine site are the last thing anyone wants, but when they do happen, it is important to analyse what was happening in the lead up to the event,” said Boak. “Jmineops combined with Jhealth and use of conditional virtual alarms, operational sensor context and snapshots, make it possible to determine use of brakes, gear selection, and engine throttle position, giving you a black box type analysis around many situations.”

Data from Jmineops’ general equipment time use and availability can also be analysed to identify areas of improvement in planning. This allows for transparent decisions by management, shift supervisors, and maintenance crews concerning equipment use, rotation, and requirements throughout operations. Tracking these details to reduce idle time, fuel burn, engine hours, tire wear and other metrics increases efficiency and saves time and money.

Besides maintaining a consistent material feed to the mill through shovel and truck production, other critical operations benefit from FMS and BI. Drill and blast (D&B) can directly affect production as well as haul road maintenance, construction and material stockpile supervision.

“D&B is a critical path in most mining environments,” said Boak. “Every day we have drills out there drilling holes and the supervisor needs to know this process is on track, details on progress for the drilling of a pattern, accuracy in hole positioning and depth control, and even consumable wear. When the blast occurs, fragmentation distribution is critical and the entire D&B process leads to the material removal and crushing. Tools like this make that information a lot easier for supervisors to see.”

使用远程信息处理和FMS集成，Blasthole钻头可以定位在不进行标记的情况下调查钻头模式，而主管可以监视从任何位置的准确性和进展。

立即采取行动的方便数据
将信息推向现场一直是一个挑战。JView是一个简单，灵活的平台，可扩展，并允许在整个操作中自定义内容。主管获得了他们在现场现场做出决定所需的信息。现在，数据可以更有效地推向智能手机，平板电脑和3G网络。接口布局和设计很重要，因为可视化在设备之间有所不同。视觉分析改善了发现，解释和洞察力。将内容与用户的技能和目的匹配可以增强交互性和参与度。

Boak说：“目的是使该信息更容易管理和访问该领域的人们。”“并非每个人都可以随时进入调度中心，甚至在自己的办公室中查看有关这些计算机的信息。我们发布了轮班主管平板电脑，他们可以在矿山周围移动时提起报告。”

As operations and technology evolve and become more complex, control and monitoring will become even more vital. Demands on FMS and BI will continue. There is always a pull between operational intelligence with real time data versus business intelligence with collection of large historical data sets used to validate performance, discover event correlation, and compare metrics over greater time ranges. FMS will need to evolve to capture more data and store it for analysis. The vast amounts of data available in the FMS will allow us to make innovative changes to operations, exceeding industry standards.

Organisations will then combine the experiential wisdom of employees with engaging self-service information delivery tools: solving problems, discovering anomalies, and taking action. Operations must continue to cultivate a data-driven culture that envisions new business rules, realizes value in the information, and grows with these tools. Knowledge is gained by using data from these systems together with enhancing or implementing new processes and procedures. This method tests and validates current procedures, metrics, and processes by involving users with driving new features and enhancements in the FMS functionality. The outcome — the data is transformed into information which leads to actionable insights and knowledge, resulting in better control. From dispatcher, to analyst, to management, Jigsaw elevates problem solving beyond just data use, allowing you to control the environment, discover information, and gain knowledge.