IP Library Granted Patent US 9,721,208
Granted Patent B2
US 9,721,208 · App. 14/388,864 · Granted Aug 1, 2017

Living activity inference device, program, and computer-readable recording medium

Inventors: Noriyoshi Shimizu (Osaka, JP); Takashi Nishiyama (Hyogo, JP)
Assignee: Panasonic Intellectual Property Management Co., Ltd.
G06N5/048G05F1/66G06Q50/06G08B21/0423G08B21/0484G08B21/182G05B2219/2642
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Quick Facts
Patent No.
US 9,721,208
App. No.
14/388,864
Granted
Aug 1, 2017
Kind
B2
Abstract

The living activity inference device according to the present invention includes: an obtainer configured to obtain an energy consumption of an electric appliance; an appliance operation detector configured to identify an operational state of the electric appliance based on the energy consumption obtained by the obtainer; and an activity inferrer configured to perform an inference process of determining which one of a plurality of living activities predetermined a current living activity corresponds to, based on existing information including the operational state of the electric appliance identified by the appliance operation detector and a past living activity.

Claims (53)

1. A living activity inference device, comprising:

an obtainer configured to obtain an energy consumption of an electric appliance;

an appliance operation detector configured to identify an operational state of the electric appliance based on the energy consumption obtained by the obtainer; and

an activity inferrer configured to perform an inference process of determining which one of a plurality of living activities predetermined a current living activity corresponds to, based on existing information including the operational state of the electric appliance identified by the appliance operation detector and a past living activity,

the activity inferrer being configured to store a plurality of rules individually corresponding to the plurality of living activities,

the inference process including a selection process and a determination process,

the activity inferrer being configured to, in the selection process, select from the plurality of rules a rule to be used in the determination process, depending on the past living activity, and

the activity inferrer being configured to, in the determination process, determine which one of the plurality of living activities the current living activity corresponds to, based on the rule selected through the selection process and the existing information.

2. The living activity inference device according to claim 1 , wherein:

the activity inferrer is configured to store an occurrence order indicative of an order of occurrence of the plurality of living activities; and

the activity inferrer is configured to, in the selection process, select the rule corresponding to a living activity next to the past living activity in the occurrence order, as the rule to be used in the determination process.

3. The living activity inference device according to claim 1 , wherein

each rule defines a condition regarding the operational state of the electric appliance associated with the living activity corresponding to the rule.

4. The living activity inference device according to claim 1 , wherein

the operational state includes a start of working indicating that the electric appliance has changed from a resting state to a working state, and an end of working indicating that the electric appliance has changed from the working state to the resting state.

5. The living activity inference device according to claim 4 , wherein:

the appliance operation detector is configured to determine that the operational state is the start of working when the energy consumption obtained by the obtainer exceeds a predetermined threshold; and

the appliance operation detector is configured to determine that the operational state is the end of working when the energy consumption obtained by the obtainer is equal to or less than the predetermined threshold.

6. The living activity inference device according to claim 1 , wherein

the obtainer is connected to a power sensor for measuring an amount of energy transferred through an energy supply line for supplying energy to the electric appliance, and is configured to obtain the amount of energy measured by the power sensor as the energy consumption of the electric appliance.

7. The living activity inference device according to claim 6 , wherein the existing information includes at least one of:

an intended purpose of a location associated with the electric appliance;

information that the energy consumption obtained from the power sensor corresponding to the energy supply line which is not normally connected to the electric appliance exceeds a predetermined threshold; and

current time.

8. The living activity inference device according to claim 1 , wherein:

at least one of the plurality of rules is a logical disjunction rule;

the logical disjunction rule is a rule which determines that the current living activity is a living activity corresponding to the logical disjunction rule when any one of a plurality of conditions regarding the existing information is fulfilled;

the activity inferrer is configured to allocate priorities to the plurality of conditions individually; and

the activity inferrer is configured to determine whether the existing information fulfills one selected from the plurality of conditions in order of the priorities from highest to lowest.

9. The living activity inference device according to claim 8 , wherein

the activity inferrer is configured to adjust the priorities of the plurality of conditions such that a condition regarding the electric appliance having a greater difference in the energy consumption between the working state and the resting state has a higher priority.

10. The living activity inference device according to claim 8 , wherein

the activity inferrer is configured to change the priorities depending on a present season.

11. The living activity inference device according to claim 1 , wherein

the existing information includes at least one of:

an operational state of a water-use appliance determined based on a water consumption; and

an operational state of a gas appliance determined based on a gas consumption.

12. A program enabling a computer to function as an obtainer, an appliance operation detector, and an activity inferrer,

the obtainer being configured to obtain an energy consumption of an electric appliance,

the appliance operation detector being configured to identify an operational state of the electric appliance based on the energy consumption obtained by the obtainer,

the activity inferrer being configured to perform an inference process of determining which one of a plurality of living activities predetermined a current living activity corresponds to, based on existing information including the operational state of the electric appliance identified by the appliance operation detector and a past living activity,

the activity inferrer being configured to store a plurality of rules individually corresponding to the plurality of living activities,

the inference process including a selection process and a determination process,

the activity inferrer being configured to, in the selection process, select from the plurality of rules a rule to be used in the determination process, depending on the past living activity, and

the activity inferrer being configured to, in the determination process, determine which one of the plurality of living activities the current living activity corresponds to, based on the rule selected through the selection process and the existing information.

13. A non-transitory computer-readable recording medium storing a program enabling a computer to function as an obtainer, an appliance operation detector, and an activity inferrer,

the obtainer being configured to obtain an energy consumption of an electric appliance,

the appliance operation detector being configured to identify an operational state of the electric appliance based on the energy consumption obtained by the obtainer,

the activity inferrer being configured to perform an inference process of determining which one of a plurality of living activities predetermined a current living activity corresponds to, based on existing information including the operational state of the electric appliance identified by the appliance operation detector and a past living activity,

the activity inferrer being configured to store a plurality of rules individually corresponding to the plurality of living activities,

the inference process including a selection process and a determination process,

the activity inferrer being configured to, in the selection process, select from the plurality of rules a rule to be used in the determination process, depending on the past living activity, and

the activity inferrer being configured to, in the determination process, determine which one of the plurality of living activities the current living activity corresponds to, based on the rule selected through the selection process and the existing information.

Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 7, 2014
From: PANASONIC CORPORATION
To: PANASONIC INTELLECTUAL PROPERTY MANAGEMENT CO., LTD.
Reel/Frame 034537/0136 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Nov 10, 2014
From: SHIMIZU, NORIYOSHI; NISHIYAMA, TAKASHI
To: PANASONIC CORPORATION
Reel/Frame 034140/0723 →
Priority Claims (1)
JP 2012-095949 · Apr 19, 2012 · national
Continuity (1)
Related Publication 20150058275A1 · Feb 26, 2015