System and method for automatically validating a workflow plan using an automated planner
View Patent ↗An improved automated planning method and system includes the use of an automated planner for validating a workflow plan with respect to device capabilities. As such, the present invention provides for an improved method and system for implementing and managing workflow plans utilized in printing environments such as, for example, print shops. A plurality of device capability descriptions can be converted into a data indicative of facts and operators for utilizing in a knowledge-based reasoning system. Next, a workflow plan can be converted into properties indicative of a goal state. The goal state and the data indicative of facts and operators can then be utilized in association with a domain-independent or domain-dependent planner to determine if said workflow plan is valid and executable in order to thereby validate said workflow plan.
1. A non-transitory computer-readable medium having computer-executable instructions for performing steps to synthesize and validate a workflow plan, comprising:
converting capability descriptions for each of a plurality of devices into individual capability items for each of said devices;
augmenting said capability items with additional information external to said capability descriptions;
receiving domain dependent predicate definitions and domain dependent operator definitions based on each of said devices, wherein said operator definitions are capable of modifying said predicate definitions;
converting a partial workflow plan into properties of a goal-state, wherein said partial workflow plan lacks at least one of a required processing step, a required resource description or required device description and wherein said goal-state includes physical properties of a finished product;
validating said partial workflow plan utilizing said predicate definitions, operator definitions, initial facts and said properties of a goal-state; and
upon determining that said partial workflow plan is valid, synthesizing and validating a complete workflow plan utilizing said augmented capability items, predicate definitions, operator definitions, and said properties of goal-state.
2. The computer-readable medium of claim 1 further comprising generating an alternative executable workflow plan if said partial workflow plan is determined to be invalid.
3. The computer-readable medium of claim 1 wherein said additional information comprises MIB information obtained using SNMP that describes the current state of each of said devices.
4. The computer-readable medium of claim 1 wherein said predicate definitions and operator definitions are obtained utilizing domain modeling.
5. The computer-readable medium of claim 4 wherein said domain modeling utilizes a Planning Domain Definition Language.
6. A system for automated synthesizing and validation of a workflow plan, comprising:
a processor;
a data bus coupled to said processor;
a non-transitory computer-usable medium embodying computer code, said computer-usable medium being coupled to said data bus, said computer program code comprising instructions executable by said processor and configured for:
converting capability descriptions for each of a plurality of devices into individual capability items for each of said devices;
augmenting said capability items with additional information external to said capability descriptions;
receiving domain dependent predicate definitions and domain dependent operator definitions based on each of said devices, wherein said operator definitions are capable of modifying said predicate definitions;
converting a partial workflow plan into properties of a goal-state, wherein said partial workflow plan lacks at least one of a required processing step, a required resource description or required device description and wherein said goal-state includes physical properties of a finished product;
validating said partial workflow plan utilizing said predicate definitions, operator definitions, initial facts and said properties of a goal-state; and
upon determining that said partial workflow plan is valid, synthesizing and validating a complete workflow plan utilizing said augmented capability items, predicate definitions, operator definitions, and said properties of goal-state.
7. The system of claim 6 wherein said instructions are further configured for generating an alternative executable workflow plan if said partial workflow plan is determined to be invalid.
8. The system of claim 6 wherein said additional information comprises MIB information obtained using SNMP that describes the current state of each of said devices.
9. The system of claim 6 wherein said instructions are further configured for predetermining said predicate definitions and operator definitions utilizing domain modeling.
10. The system of claim 9 wherein said domain modeling utilizes a Planning Domain Definition Language.
11. A non-transitory computer-usable medium for automated synthesis and validation of a workflow plan, said computer-usable medium embodying computer program code, said computer program code comprising computer executable instructions configured for:
converting capability descriptions for each of a plurality of devices into individual capability items for each of said devices;
augmenting said capability items with additional information external to said capability descriptions;
receiving domain dependent predicate definitions and domain dependent operator definitions based on each of said devices, wherein said operator definitions are capable of modifying said predicate definitions;
converting a partial workflow plan into properties of a goal-state, wherein said partial workflow plan lacks at least one of a required processing step, a required resource description or required device description and wherein said goal-state includes physical properties of a finished product;
validating said partial workflow plan utilizing said predicate definitions, operator definitions, initial facts and said properties of a goal-state; and
upon determining that said partial workflow plan is valid, synthesizing and validating a complete workflow plan utilizing said augmented capability items, predicate definitions, operator definitions, and said properties of goal-state.
12. The computer-usable medium of claim 11 wherein said embodied computer program code further comprises computer executable instructions configured for generating an alternative executable workflow plan if said partial workflow plan is determined to be invalid.