Construction machine

1 . A construction machine, comprising:

circuitry configured to:

acquire operation data about a specific manipulation by an operator to a manipulation target included in the construction machine;

specify acceleration data being operation data in an acceleration period of the manipulation target and deceleration data being operation data in a deceleration period of the manipulation target among the operation data;

acquire acceleration evaluation data for evaluating the acceleration data, and deceleration evaluation data for evaluating the deceleration data;

calculate, on the basis of the acceleration data and the acceleration evaluation data, an acceleration evaluation value indicating a skill of the operator in the acceleration period, and calculates, on the basis of the deceleration data and the deceleration evaluation data, a deceleration evaluation value indicating a skill of the operator in the deceleration period;

determine, on the basis of the acceleration evaluation value and the deceleration evaluation value, a manipulation type of the operator as either an aggressive type or a cautious type, the aggressive type indicating an acceleration tendency in the manipulation and the cautious type indicating a deceleration tendency in the specific manipulation; and

notify of support information associated with the manipulation type,

wherein in the notifying, when the specific manipulation indicates the cautious type, the circuitry notifies the support information including a message encouraging an aggressive manipulation, and when the specific manipulation indicates the aggressive type, the circuitry notifies the support information including a message encouraging a cautious manipulation.

2 . The construction machine according to claim 1 , wherein the support information shows a state of the construction machine to be focused on by the operator to improve a skill for the specific manipulation.

3 . The construction machine according to claim 2 , wherein the state of the construction machine includes an intensity of an engine sound or soil in a bucket.

4 . The construction machine according to claim 1 , wherein the circuitry further determines a frequency of the notification of the support information on the basis of a distance between evaluation data including the acceleration evaluation value and the deceleration evaluation value, and target data including an acceleration target value set in advance and a deceleration target value set in advance, wherein

the circuitry gives the notification of the support information at the frequency determined by the circuitry.

5 . The construction machine according to claim 4 , wherein the circuitry decreases the frequency of the notification of the support information in accordance with an increase in the distance.

6 . The construction machine according to claim 5 , wherein the circuitry determines the frequency of the notification of the support information with reference to a frequency table defining a relation between the distance and the frequency so that the frequency decreases in accordance with the increase in the distance.

7 . The construction machine according to claim 1 , wherein the circuitry further determines additional information to be added to the support information on the basis of a distance between the evaluation data including the acceleration evaluation value and the deceleration evaluation value, and target data including an acceleration target value set in advance and a deceleration target value set in advance, wherein

the circuitry gives the notification of the support information including the additional information determined by the circuitry.

8 . The construction machine according to claim 1 , wherein the circuitry determines the manipulation type of the operator as the aggressive type when the acceleration evaluation value is larger than the deceleration evaluation value, and determines the manipulation type of the operator as the cautious type when the acceleration evaluation value is equal to or smaller than the deceleration evaluation value.

9 . The construction machine according to claim 1 , wherein the circuitry determines the manipulation type of the operator as the aggressive type when the acceleration evaluation value is larger than the deceleration evaluation value by a predetermined value or larger, determines the manipulation type of the operator as the cautious type when the deceleration evaluation value is larger than the acceleration evaluation value by the predetermined value or larger, and determines the manipulation type of the operator as an intermediate type when an absolute value of a difference between the acceleration evaluation value and the deceleration evaluation value is smaller than the predetermined value.

10 . The construction machine according to claim 1 , wherein the circuitry decreases the acceleration evaluation value in accordance with an increase in a difference between the acceleration data and the acceleration evaluation data, and decreases the deceleration acceleration evaluation value in accordance with an increase in a difference between the deceleration data and the deceleration evaluation data.

11 . The construction machine according to claim 10 , wherein the circuitry further allows the operator to execute manipulation to the manipulation target, wherein

the acceleration data includes an acceleration actuation amount indicating an amount of actuation of the manipulation part by the operator in the acceleration period and an acceleration period value indicating a length of the acceleration period of the operator,

the acceleration evaluation data includes an acceleration actuation amount of the manipulation part by a skilled operator in an acceleration period and an acceleration period value of the skilled operator, and

the circuitry decreases the acceleration evaluation value in accordance with an increase in a difference between the acceleration actuation amount by the operator and the acceleration actuation amount by the skilled operator, and an increase in a difference between the acceleration period value of the operator and the acceleration period value of the skilled operator.

12 . The construction machine according to claim 11 , wherein the deceleration data includes a deceleration actuation amount indicating an amount of actuation of the manipulation part by the operator in the deceleration period, and a suspended position of the manipulation target in the deceleration period,

the deceleration evaluation data includes a deceleration actuation amount of the manipulation part by the skilled operator in a deceleration period, and a suspended position of the manipulation target that is attained by the skilled operator and,

the evaluation value calculation part decreases the deceleration evaluation value in accordance with an increase in a difference between the deceleration actuation amount by the operator and the deceleration actuation amount by the skilled operator, and an increase in a difference between the suspended position attained by the operator and the suspended position attained by the skilled operator.

13 . A construction machine comprising:

circuitry configured to:

acquire operation data about a specific manipulation by an operator to a manipulation target included in the construction machine;

specify acceleration data being operation data in an acceleration period of the manipulation target and deceleration data being operation data in a deceleration period of the manipulation target among the operation data;

acquire acceleration evaluation data for evaluating the acceleration data, and deceleration evaluation data for evaluating the deceleration data;

calculate, on the basis of the acceleration data and the acceleration evaluation data, an acceleration evaluation value indicating a skill of the operator in the acceleration period, and calculates, on the basis of the deceleration data and the deceleration evaluation data, a deceleration evaluation value indicating a skill of the operator in the deceleration period;

determine, on the basis of the acceleration evaluation value and the deceleration evaluation value, a manipulation type of the operator as either an aggressive type or a cautious type, the aggressive type indicating an acceleration tendency in the manipulation and the cautious type indicating a deceleration tendency in the specific manipulation; and

notify of support information associated with the manipulation type,

wherein the circuitry generates a manipulation support image including the support information and an image having a two-dimensional graph in which the acceleration evaluation value and the deceleration evaluation value are plotted over a coordinate axis of the acceleration evaluation value and a coordinate axis of the deceleration evaluation value, and the circuitry outputs the generated manipulation support image to a display part.

14 . The construction machine according to claim 13 , wherein the circuitry further stores, in a time series, the acceleration evaluation value and the deceleration evaluation value calculated at each execution of the specific manipulation, wherein

the circuitry generates the manipulation support image including an image having the two-dimensional graph in which a plurality of points each indicating the acceleration evaluation value and the deceleration evaluation value stored in the time series, and an indicator showing a time shift of the acceleration evaluation value and the deceleration evaluation value are further plotted.

15 . A construction machine, comprising:

a storage part that stores acceleration evaluation data and deceleration evaluation data; and

a controller configured to:

acquire operation data about a specific manipulation by an operator to a manipulation target included in the construction machine;

specify acceleration data being operation data in an acceleration period of the manipulation target and deceleration data being operation data in a deceleration period of the manipulation target among the operation data;

acquire the acceleration evaluation data and the deceleration evaluation data from the storage part;

calculate, on the basis of the acceleration data and the acceleration evaluation data, an acceleration evaluation value indicating a skill of the operator in the acceleration period, and calculate, on the basis of the deceleration data and the deceleration evaluation data, a deceleration evaluation value indicating a skill of the operator in the deceleration period;

determine, on the basis of the acceleration evaluation value and the deceleration evaluation value, a manipulation type of the operator as either an aggressive type or a cautious type, the aggressive type indicating an acceleration tendency in the specific manipulation and the cautious type indicating a deceleration tendency in the specific manipulation; and

give notification of support information associated with the manipulation type,

wherein in the giving notification, when the specific manipulation indicates the cautious type, the controller notifies the support information including a message encouraging an aggressive manipulation, and when the specific manipulation indicates the aggressive type, the controller notifies the support information including a message encouraging a cautious manipulation.