System, method, and interface for goal-allocation of resources and dynamic monitoring of progress
System, method, and interface for visualized resource allocation and algorithms for the reallocation of resources to achieve a goal. The system analyses an initial state of resource allocation, a cost function for undesirable resources, and a set of potential incremental improvements, each with an associated cost, and determines a step-wise path of applying the incremental improvements to achieve an ultimate resource-allocation goal in an economically feasible way. Simultaneously, a user interface depicts the state of the allocation at the beginning, at the end, and along the path, allowing an intuitive understanding of how the goal will be achieved.
1. One or more non-transitory computer-readable media storing processor-executable instructions thereon that, when executed by at least one processor, cause the at least one processor to:
receive source data indicative of flow types, wherein the flow types comprise an inflow of a resource from a benign source and an inflow of the resource from a harmful source;
receive transformation data indicative of flow transformations associated with converting the resource, received from the benign source, from a first form to a second form and converting the resource, received from the harmful source, from a third form to a fourth form according to one or more resource consumption processes associated with the resource, wherein the flow types and the flow transformations are classified by an asset type, wherein the asset type comprises a facility, equipment, a product, and a vehicle;
determining, based on the flow types and the flow transformations, an optimal allocation of resources that minimizes an amount of the resource that is wasted and maximizes use of an amount of the resource that is used;
generate, by an interface, a three dimensional visualization of the flow types based on the source data and the flow transformations based on the transformation data, wherein the three dimensional visualization is configured to display drilled down regions indicative of relationships between subcategories of the flow types and subcategories of the flow transformations;
continuously monitor the source data and the transformation data;
adjust resource allocations to maintain an optimal allocation of resources; and
update the three dimensional visualization to represent the one or more resource consumption processes and the adjusting of the resource allocations.
2. The one or more non-transitory computer-readable media of claim 1 , wherein the flow types comprise input flow, output flow, total flow, wasted flow, and remaining flow.
3. The one or more non-transitory computer-readable media of claim 1 , wherein the flow transformations are indicative of changes in public and private social infrastructure and transportation.
4. The one or more non-transitory computer-readable media of claim 1 , wherein the source data is indicative of social contributions to greenhouse gases, and wherein the resource allocations are adjusted to reduce greenhouse effects.
5. The one or more non-transitory computer-readable media of claim 4 , wherein the processor-executable instructions, when executed by the at least one processor, further cause the at least one processor to adjust one or more of coal, petroleum, or natural gas usage by one or more of residential, business, or transportation sectors.
6. The one or more non-transitory computer-readable media of claim 5 , wherein the processor-executable instructions, when executed by the at least one processor, further cause the at least one processor to:
determine the region for the source data;
calculate a greenhouse cost for the social contributions to the greenhouse gases; and
calculate a resource cost for resource allocation to reduce the greenhouse effects.
7. The one or more non-transitory computer-readable media of claim 6 , wherein the processor-executable instructions, when executed by the at least one processor, further cause the at least one processor to display, for any region or data source within the region, a processing efficiency, emissions data, and region costs.
8. The one or more non-transitory computer-readable media of claim 1 , wherein the processor-executable instructions, when executed by the at least one processor further cause the at least one processor to increase the inflow of the resource from the benign source by increments and incrementally reducing the inflow of the resource from the harmful source.
9. The one or more non-transitory computer-readable media of claim 8 , wherein the processor-executable instructions, when executed by the at least one processor, further cause the at least one processor to:
track a cost of each of the inflow of the resource from the benign source and the inflow of the resource from the harmful source; and
maximize the inflow of the resource from the benign source with a cost constraint.
10. The one or more non-transitory computer-readable media of claim 1 , wherein the processor-executable instructions, when executed by the at least one processor, further cause the at least one processor to:
monitor the region and determine resource consumption patterns across the region;
display, by the interface and across at least a present and a future timeline, the resource consumption patterns and a cost associated with the resource consumption patterns;
receive, by the interface, an input changing one or more parameters along the future timeline; and
display, by the interface, changes to the cost and resource allocation based on the one or more parameters.
11. The one or more non-transitory computer-readable media of claim 10 , wherein the processor-executable instructions, when executed by the at least one processor, further cause the at least one processor to:
evaluate the cost, a savings, and a potential cost across at least the present and the future timeline, wherein the potential cost is a difference between a maximum cost and the cost based on the one or more parameters; and
further display the cost and the one or more parameters in a real-time cube view or a linear temporal view.
12. The one or more non-transitory computer-readable media of claim 1 , wherein the processor-executable instructions, when executed by the at least one processor, further cause the at least one processor to:
receive the source data from a network device or a data acquisition machine, wherein the source data is monitored continuously or periodically based on an expected quantity of the flow types.
13. A method comprising:
receiving source data indicative of flow types, wherein the flow types comprise an inflow of a resource from a benign source and an inflow of the resource from a harmful source;
receiving transformation data indicative of flow transformations associated with converting the resource, received from the benign source, from a first form to a second form and converting the resource, received from the harmful source, from a third form to a fourth form according to one or more resource consumption processes associated with the resource, wherein the flow types and the flow transformations are classified by an asset type, wherein the asset type comprises a facility, equipment, a product, and a vehicle;
determining, based on the flow types and the flow transformations, an optimal allocation of resources that minimizes an amount of the resource that is wasted and maximizes use of an amount of the resource that is used;
generating, by an interface, a three dimensional visualization of the flow types based on the source data and the flow transformations based on the transformation data, wherein the three dimensional visualization is configured to display drilled down regions indicative of relationships between subcategories of the flow types and subcategories of the flow transformations;
continuously monitoring the source data and the transformation data;
adjusting resource allocations to maintain an optimal allocation of resources; and
update the three dimensional visualization to represent the one or more resource consumption processes and the adjusting of the resource allocation.
14. The method of claim 13 , further comprising:
determining a region for the source data;
calculating a greenhouse cost for infrastructure contributions to a greenhouse gases in the region;
calculating a resource cost for the resource allocations to reduce greenhouse effects;
displaying, for any region or data source within the region, emissions data and region costs; and
adjusting the resource allocations to reduce the greenhouse effects.
15. The method of claim 13 , wherein the flow transformations are indicative of changes in public and private social infrastructure and transportation.
16. The method of claim 13 , further comprising receiving the source data from a network device or a data acquisition machine, wherein the source data is monitored continuously or periodically based on an expected quantity of the flow types.
17. An apparatus comprising:
one or more processors;
a memory storing processor-executable instructions that, when executed by one or more processors, cause the apparatus to:
receive source data indicative of flow types, wherein the flow types comprise an inflow of a resource from a benign source and an inflow of the resource from a harmful source;
receive transformation data indicative of flow transformations associated with converting the resource, received from the benign source, from a first form to a second form and converting the resource, received from the harmful source, from a third form to a fourth form according to one or more resource consumption processes, wherein the flow types and the flow transformations are classified by an asset type, wherein the asset type comprises a facility, equipment, a product, and a vehicle;
generate, by an interface, a three dimensional visualization of the flow types based on the source data and the flow transformations based on the transformation data, wherein the three dimensional visualization is configured to display drilled down regions indicative of relationships between subcategories of the flow types and subcategories of the flow transformations;
continuously monitor the source data and the transformation data;
adjust resource allocations to maintain an optimal allocation of resources; and
update the three dimensional visualization to represent the one or more resource consumption processes and the adjusting of the resource allocation.
18. The apparatus of claim 17 , wherein the processor-executable instructions, when executed by the one or more processors, further cause the one or more processors to:
receive, by the interface, an input changing one or more parameters along a timeline;
evaluate a cost, a savings, and a potential cost across the timeline, wherein the potential cost is a difference between a maximum cost and the cost based on the one or more parameters; and
display, by the interface, the cost and resource allocation based on the one or more parameters.
19. The apparatus of claim 17 , wherein the processor-executable instructions, when executed by the one or more processors, further cause the one or more processors to:
determine a region for the source data;
calculate a greenhouse cost for estimated greenhouse gases emitted by infrastructure in the region;
calculate a resource cost for the resource allocations to reduce greenhouse effects; and
display, for any region or data source within the region, emissions data, and region costs associated with the resource allocations.
20. The apparatus of claim 17 , wherein the processor-executable instructions, when executed by the one or more processors, further cause the one or more processors to:
receive the source data from a network device or a data acquisition machine, wherein the source data is monitored continuously or periodically based on an expected quantity of the flow types, and wherein the flow transformations are indicative of changes in public and private social infrastructure and transportation.