Abstract: HVAC control system's supervisory control is crucial for energy-efficient thermal comfort in buildings. The control logic is usually specified as ‘if-then-that-else’ rules that capture the domain expertise of HVAC operators, but they often have conflict that may lead to sub-optimal HVAC performance. Embodiments of the present disclosure provide a method and system for optimized Heating, ventilation, and air-conditioning (HVAC) control using domain knowledge combined with Deep Reinforcement Learning (DRL). The system disclosed utilizes Deep Reinforcement Learning (DRL) for conflict resolution in a HVAC control in combination with domain knowledge in form of control logic. The domain knowledge is predefined in an Expressive Decision Tables (EDT) engine via a formal requirement specifier consumable by the EDT engine to capture domain knowledge of a building for the HVAC control.

Abstract: HVAC control system's supervisory control is crucial for energy-efficient thermal comfort in buildings. The control logic is usually specified as ‘if-then-that-else’ rules that capture the domain expertise of HVAC operators, but they often have conflict that may lead to sub-optimal HVAC performance. Embodiments of the present disclosure provide a method and system for optimized Heating, ventilation, and air-conditioning (HVAC) control using domain knowledge combined with Deep Reinforcement Learning (DRL). The system disclosed utilizes Deep Reinforcement Learning (DRL) for conflict resolution in a HVAC control in combination with domain knowledge in form of control logic. The domain knowledge is predefined in an Expressive Decision Tables (EDT) engine via a formal requirement specifier consumable by the EDT engine to capture domain knowledge of a building for the HVAC control.

Abstract: The present disclosure generates a plurality of time bound test cases based on an Artificial Rain Drop (ARD) algorithm. Here, events associated with an event-based system are compiled in a tabular format. Each of the plurality of events are represented as a regular expression. Further, timed finite automaton is constructed for each regular expression prior to applying the ARD algorithm.

Abstract: Product testing ensures whether the product is defect free or not and it is an important part of any product before product release. Any inadequacy in testing can result in financial losses and also damage the reputation, brand, and business. Functional testing is important since it verifies that the products functioning meets its requirements. Conventional methods mainly focus on executing test cases rather than generating test cases. Hence there is challenge to create scalable test cases for products with huge volume of data and with complex features. The present disclosure generates a plurality of time bound test cases based on an Artificial Rain Drop (ARD) algorithm. Here, events associated with an event based system are compiled in a tabular format. Each of the plurality of events are represented as a regular expression. Further, timed finite automaton is constructed for each regular expression prior to applying the ARD algorithm.

Abstract: The present invention provides a system and method for detecting unreachable states in a large commercial Statemate Statechart model. A system for checking the reachability of any given state in a Statemate Model, the said system comprises: an input means for receiving an Original Statemate Model (OSM), output means for displaying the result to a user, and a processor, wherein the processor is capable of executing the programmed instructions to: transform the OSM into First Statemate Model (FSM) by using translator; transform the OSM into Second Statemate Model (SSM) based on the determined length of the super step such that the set of all initial configurations of the SSM is a superset of all the stable configurations of the OSM by using translator; check the reachability of states of the OSM in the SSM by using bounded model checker (BMC); and send the result to the output means.

Abstract: An automated system and method for test data generation for software testing. The present application relates to management of software testing by generating test data automatically. Further the system and method generate test data automatically with respect to two coverage criteria Boundary Value Coverage (BVC) and Masking Boundary Value Coverage (MBVC) in the white-box setting.

Abstract: An automated system and method for test data generation for software testing. The present application relates to management of software testing by generating test data automatically. Further the system and method generate test data automatically with respect to two coverage criteria Boundary Value Coverage (BVC) and Masking Boundary Value Coverage (MBVC) in the white-box setting.

Abstract: The present invention provides a system and method for detecting unreachable states in a large commercial Statemate Statechart model. A system for checking the reachability of any given state in a Statemate Model, the said system comprises: an input means for receiving an Original Statemate Model (OSM), output means for displaying the result to a user, and a processor, wherein the processor is capable of executing the programmed instructions to: transform the OSM into First Statemate Model (FSM) by using translator; transform the OSM into Second Statemate Model (SSM) based on the determined length of the super step such that the set of all initial configurations of the SSM is a superset of all the stable configurations of the OSM by using translator; check the reachability of states of the OSM in the SSM by using bounded model checker (BMC); and send the result to the output means.

Abstract: A software tool for modeling and generating user windows of a graphical user interface of a software application has a modeling component for creating models of window types and instances thereof, a conversion component for converting model information into ASCII code, a library component for storing reusable code, and a window generation component for generating graphical user interfaces windows. The tool is characterized in that graphical user interface windows are generated in a batch process wherein certain fields shared by the windows are automatically populated with the appropriate application code taken from or inherited from the wintype model.

Abstract: A software tool for modeling and generating user windows of a graphical user interface of a software application has a modeling component for creating models of window types and instances thereof, a conversion component for converting model information into ASCII code, a library component for storing reusable code, and a window generation component for generating graphical user interfaces windows. The tool is characterized in that graphical user interface windows are generated in a batch process wherein certain fields shared by the windows are automatically populated with the appropriate application code taken from or inherited from the wintype model.

Abstract: A software tool for modeling and generating user windows of a graphical user interface of a software application has a modeling component for creating models of window types and instances thereof, a conversion component for converting model information into ASCII code, a library component for storing reusable code, and a window generation component for generating graphical user interfaces windows. The tool is characterized in that graphical user interface windows are generated in a batch process wherein certain fields shared by the windows are automatically populated with the appropriate application code taken from or inherited from the wintype model.

Abstract: A software tool for modeling and generating user windows of a graphical user interface of a software application has a modeling component for creating models of window types and instances thereof, a conversion component for converting model information into ASCII code, a library component for storing reusable code, and a window generation component for generating graphical user interfaces windows. The tool is characterized in that graphical user interface windows are generated in a batch process wherein certain fields shared by the windows are automatically populated with the appropriate application code taken from or inherited from the wintype model.