Methods and systems for data collection in a chemical or pharmaceutical production process with haptic feedback and control of data communication
Methods and systems for data collection in a chemical or pharmaceutical production process with haptic feedback and control of data communication are disclosed. A system can include a data collector to collect data from plurality of input channels based on a selected data collection routine, a data storage to store a plurality of collector routes and collected data, wherein the plurality of collector routes each includes a different data collection routine, a data acquisition circuit to interpret the collected data and determine an occurrence of an anomalous condition, a data analysis circuit to analyze the collected data by evaluating a data communication constraint of the monitoring system and adjusting a volume of collected data communicated between the input channels and the data storage, and a haptic user device for generating a haptic stimulation in response to an occurrence of a specified anomalous condition.
1. A monitoring system for data collection in a chemical or pharmaceutical production process, the system comprising:
a data collector communicatively coupled to a plurality of input channels, wherein the data collector collects data from a subset of the plurality of input channels based on a selected data collection routine;
a data storage structured to store a plurality of collector routes and collected data that corresponds to the subset of the plurality of input channels, wherein the plurality of collector routes each comprises a different data collection routine;
a data acquisition circuit structured to interpret a plurality of detection values from the collected data and determine an occurrence of an anomalous condition of the chemical or pharmaceutical production process, wherein each of the plurality of detection values corresponds to at least one of the subset of the plurality of input channels;
a data analysis circuit structured to analyze the collected data by evaluating a data communication constraint of the monitoring system and adjusting a volume of collected data communicated between the subset of the plurality of input channels and the data storage in response to the evaluation of the data communication constraint; and
a haptic user device for generating a haptic stimulation in response to receipt of a signal from the data acquisition circuit indicating an occurrence of a specified anomalous condition of the chemical or pharmaceutical production process.
2. The monitoring system of claim 1 , wherein the haptic user device comprises a wearable device.
3. The monitoring system of claim 2 , wherein the wearable device is at least one of: a glove, a ring, a wrist band, a watch, an arm band, a belt, a necklace, or a device attached to or incorporated in footwear, headwear, clothing, or eyewear.
4. The monitoring system of claim 1 , wherein the haptic user device generates a stimulation from at least one of tactile, bending, vibration, heat, sound, force, odor, or motion stimulation.
5. The monitoring system of claim 1 , wherein the specified anomalous condition requires a user to be alerted and the haptic stimulation is repeated until an acceptable response is detected.
6. The monitoring system of claim 1 , wherein the haptic user device further includes a machine operator haptic user interface that is adapted to provide a machine operator with a haptic stimulation responsive to a control of the machine operator of, or a sensed condition of, a corresponding machine of the chemical or pharmaceutical production process.
7. The monitoring system of claim 6 , wherein the haptic stimulation is at least one of pressure, heat, impact, sound, or electrical stimulation.
8. The monitoring system of claim 1 , wherein at least one of a type, a strength, a duration, or a frequency of the haptic stimulation is indicative of a risk of injury to a user of the haptic user device.
9. The monitoring system of claim 1 , wherein the data acquisition circuit is further structured to broadcast a location of the haptic user device and to wirelessly transmit the signal indicating the occurrence of the specified anomalous condition of the chemical or pharmaceutical production process to the haptic user device.
10. The monitoring system of claim 1 , wherein at least one of the interpreted plurality of detection values from the collected data comprises at least one of frequency information or vibration information.
11. The monitoring system of claim 10 , wherein the data analysis circuit further comprises a pattern recognition circuit structured to analyze the subset of the plurality of detection values with at least one of a neural net or an expert system for controlling data collection routines.
12. The monitoring system of claim 1 , wherein the data collector collects sensor, instrumentation, or telematic data from each of a series of machines that execute the chemical or pharmaceutical production process.
13. The monitoring system of claim 1 , wherein the chemical or pharmaceutical production process comprises a process including at least one of: a mixing step, an agitating step, a water treatment step, a painting step, or a coating step.
14. The monitoring system of claim 1 , wherein the occurrence of the specified anomalous condition is indicative of a fault of at least one component involved in the chemical or pharmaceutical production process.
15. The monitoring system of claim 14 , wherein the at least one component involved in the chemical or pharmaceutical production process is a component including at least one of: a mixer, an agitator, a variable speed motor, a fan, a bearing, a shaft, a rotor, a stator, a gear, a rotating component, a pressure reactor, a catalytic reactor, or a thermic heating unit.
16. A computer-implemented method for data collection in a chemical or pharmaceutical production process, the method comprising:
collecting data from a plurality of input channels communicatively coupled to a data collector, wherein the data collector collects data based on a data collection routine;
storing a plurality of collector routes and collected data in a data storage for the plurality of input channels, wherein the plurality of collector routes each comprise a different data collection routine;
interpreting a plurality of detection values from the collected data to determine an occurrence of an anomalous condition of the chemical or pharmaceutical production process, wherein each of the plurality of detection values corresponds to at least one of the plurality of input channels;
analyzing the collected data by evaluating a data communication constraint of the data collector;
adjusting a volume of collected data communicated between the plurality of input channels and the data storage in response to evaluation of the data communication constraint; and
generating a haptic stimulation in response to receipt of a signal indicating the occurrence of a specified anomalous condition of the chemical or pharmaceutical production process.
17. The method of claim 16 , wherein at least one of the plurality of input channels comprises a high data rate source.
18. The method of claim 17 , wherein the high data rate source comprises at least one of frequency information or vibration information.
19. The method of claim 16 , wherein the collected data is at least one of sensor, instrumentation, or telematic data from each of a series of machines that execute the chemical or pharmaceutical production process.
20. The method of claim 19 , wherein the chemical or pharmaceutical production process comprises a at least one of: a mixing step, an agitating step, a water treatment step, a painting step, or a coating step.
21. The method of claim 16 , wherein the collected data relates to at least one component involved in the chemical or pharmaceutical production process, wherein the at least one component including at least one of: a mixer, an agitator, a variable speed motor, a fan, a bearing, a shaft, a rotor, a stator, a gear, a rotating component, a pressure reactor, a catalytic reactor or a thermic heating unit.
22. The method of claim 16 , further comprising:
determining whether one of: a wearable haptic device or a mobile device, associated with a person located in proximity to the chemical or pharmaceutical production process, comprises one of: one of the plurality of input channels, or a portion of a network infrastructure; and
generating a second haptic stimulation in response to the determination that the wearable haptic device or the mobile device comprises the one of: the one of the plurality of input channels, or the portion of the network infrastructure.