PATENT CLAIM ANALYSIS

Application Number: 15936855
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2019-02
Patent Classification: ["700", "037000"]

Abstract:
The present disclosure relates to an intelligent control method and system, and an intelligent monitoring system. One method comprises: acquiring an error value between a monitored parameter and a set parameter of a plant growth environment; adjusting a proportional gain, an integral gain, and a differential gain of a PID controller using a Q-Learning Algorithm; and outputting a control command that minimizes the error value based on the error value and the adjusted proportional gain, integral gain, and differential gain.

Claim (Index 2):
The method according to  claim 1 , wherein the adjusting the proportional gain, the integral gain, and the differential gain of the PID controller using the Q-Learning Algorithm comprises:\n updating a Q-table in a state at a current time according to a relational expression Q \ue8a0 ( x t , k t ) \u2190 Q \ue8a0 ( x t , k t ) + \u03b1 \ue8a0 [ r t + 1 + \u03b3 \ue89e \ue89e max k \ue89e Q \ue8a0 ( x t + 1 , k t + 1 ) - Q \ue8a0 ( x t , k t ) ] , and using an action corresponding to an optimal behavior strategy at the current time as an optimized gain k t * = arg \ue89e \ue89e max k \ue89e Q * \ue8a0 ( x t , k t ) of the PID controller;\n wherein, x t  and k t  are respectively a monitored parameter and a gain parameter at the current time, \n x t+1  and k t\u22121  are respectively a monitored parameter and a gain parameter at a next time, r t+1  is a reward function when the monitored parameter x t  at the current time is changed to the monitored parameter x t\u22121  at the next time, \n \u03b3 is a discount factor, \n \u03b1 is a learning rate, \u03b1 \u2208 (0,1], and \n a gain parameter is k={k p , k i , k d }, where k p  is the proportional gain, k i  is the integral gain, and k d  is the differential gain.

Metadata:
- Claim Count in Document: 6.0
- Percentile: 90.0
- Lexical Diversity: 1.875
- Patent Class: 700.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['11435916', '13956736', '10194190', '10426286', '14679588']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4102268032646788
- 35 USC 102 Novelty (BERT): 0.4819616636189492
- Combined Prediction Score: 0.4174002893001058
- Mean Citation Score: 148.73992600000005
- Max Citation Score: 163.3626
- Similarity Product: 105.4532561970949

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test