An exemplary embodiment of the present disclosure relates to an apparatus providing drive guide information of a construction equipment includes: an information acquisition unit acquiring information generated according to a motion of the construction equipment; a storage unit storing an item defined for calculating a score for worker driving of the construction equipment and an equation for calculating the score for the item, and storing a guide phrase for each item and information on equipment setting change for each item; a control unit calculating the score for each item according to the information provided, and selecting an item which needs to be improved based on the calculated score for each item; and a display unit displaying a guide phrase matching an item selected according to an instruction of the control unit and information on equipment setting change matching the selected item at a predetermined time.

A plant or refinery may include equipment such as condensers, regenerators, distillation columns, rotating equipment, compressors, pumps, turbines, or the like. Different operating methods may impact deterioration in equipment condition, thereby prolonging equipment life, extending production operating time, or providing other benefits. Mechanical or digital sensors may be used for monitoring equipment to determine whether problems are developing. For example, sensors may be used in conjunction with one or more system components to perform invariant mapping, monitor system operating characteristics, and/or predict pressure, volume, surges, reactor loop fouling, gas quality, or the like. An operating condition (e.g., of one or more pieces of equipment in the plant or refinery) may be adjusted to prolong equipment life or avoid equipment failure.

A plant or refinery may include equipment such as condensers, regenerators, distillation columns, rotating equipment, compressors, pumps, turbines, or the like. Different operating methods may impact deterioration in equipment condition, thereby prolonging equipment life, extending production operating time, or providing other benefits. Mechanical or digital sensors may be used for monitoring equipment to determine whether problems are developing. For example, sensors may be used in conjunction with one or more system components to perform invariant mapping, monitor system operating characteristics, and/or predict pressure, volume, surges, reactor loop fouling, gas quality, or the like. An operating condition (e.g., of one or more pieces of equipment in the plant or refinery) may be adjusted to prolong equipment life or avoid equipment failure.

A production management system 100 includes an operating state acquisition apparatus 20a and a production management apparatus 10. The operating state acquisition apparatus 20a includes a detector 21a that is retrofitted to be mounted on a production equipment 31 disposed on a manufacturing line L1 or retrofitted to be disposed in a vicinity of the production equipment 31, and which outputs a detection signal indicating an operating state of the production equipment 31, and includes a transmitter 22a that transmits the detection signal. The production management apparatus 10 includes a generator for generating information on production state of the manufacturing line L1 by use of the detection signal received from the operating state acquisition apparatus 20a, and includes a display device for displaying the generated information on production state.

A method for correlating data collected from at least one sensor of machinery with a malfunction of the machinery includes storing, in a memory, one or more reference data sets where each reference data set is associated with a malfunction of the machinery. The method also includes receiving measurement data based on measurement information from the at least one sensor and displaying, with a display device, a first plot representing a reference data set of the one or more reference data sets where the first plot has a plot type associated with the reference data set. The method also includes displaying, with the display device, a second plot representing the measurement data where the second plot is plotted using the first plot based at least in part with the association of the plot type with the reference data set. Furthermore, the method includes displaying, with the display device, an explanation of an appearance of the second plot.

A method for correlating data collected from at least one sensor of machinery with a malfunction of the machinery includes storing, in a memory, one or more reference data sets where each reference data set is associated with a malfunction of the machinery. The method also includes receiving measurement data based on measurement information from the at least one sensor and displaying, with a display device, a first plot representing a reference data set of the one or more reference data sets where the first plot has a plot type associated with the reference data set. The method also includes displaying, with the display device, a second plot representing the measurement data where the second plot is plotted using the first plot based at least in part with the association of the plot type with the reference data set. Furthermore, the method includes displaying, with the display device, an explanation of an appearance of the second plot.

Systems and methods for providing feedback to an operator of an industrial machine. One system includes a controller including an electronic processor. The electronic processor is configured to monitor at least one operating parameter of the industrial machine, determine a plurality of performance metrics based on the at least one operating parameter, and select a subset of the plurality of performance metrics based on a selection criterion. The electronic processor is also configured to display the subset of the plurality of performance metrics to an operator of the industrial machine during operation of the industrial machine.

Systems and methods for aggregating and integrating distributed grid element inputs are disclosed. A data platform is provided for a distribution power grid. The data platform provides a crowd-sourced gaming system for identifying grid elements and determining dynamic electric power topology. The data platform also provides an interactive interface for displaying a view of a certain area with identified grid elements. The data platform communicatively connects to the identified grid elements, collects data from the identified grid elements, and manages the distribution power grid.

A method for correlating data collected from at least one sensor of machinery with a malfunction of the machinery includes storing, in a memory, one or more reference data sets where each reference data set is associated with a malfunction of the machinery. The method also includes receiving measurement data based on measurement information from the at least one sensor and displaying, with a display device, a first plot representing a reference data set of the one or more reference data sets where the first plot has a plot type associated with the reference data set. The method also includes displaying, with the display device, a second plot representing the measurement data where the second plot is plotted using the first plot based at least in part with the association of the plot type with the reference data set. Furthermore, the method includes displaying, with the display device, an explanation of an appearance of the second plot.

A system, method, and computer-readable medium are disclosed for attesting determining computer system fan usage and maintenance. A determination is made as to the architectural diagram or layout of a computer system. The diagram or layout shows components and fans that support the components. The architectural diagram or layout, where each virtual section shows a fan and the components. Operational load is determined for each virtual section over a period of time. A threshold value for particular periods to time, where the threshold value either is to low load periods or as to periods to increase or decrease speed of the fan to address operational load of the components.