Method and equipment for controlling properties of paper

Claim 3

A method according to claim 1 , further comprising the steps of producing in said model the effect of the flow of retention agent, the flow of filler and stock flow on the basis weight of the paper, and adjusting the basis weight based on the model by simultaneously controlling the flow of retention agent, the flow of filler and the stock flow.

Claim 4

A method according to claim 2 , wherein the model has as input variables stock flow, consistency of stock, the flow of retention agent, the flow of filler and the speed of the paper machine, and as output variables the headbox ash content, white water consistency, basis weight of the paper and the paper ash content, and as control variables the flow of filler, the flow of retention agent and the stock flow.

Claim 5

A method according to claim 3 , wherein the input variables of the model also include the stock ash content.

Claim 6

A method according to claim 1 , wherein the model has as input variables stock flow, consistency of the stock, the flow of retention agent, the flow of filler and speed of the paper machine, and as output variables white water consistency and the paper ash content, and as control variables the flow of filler and the flow of retention agent.

Claim 7

A method according to claim 5 , wherein the input variables of the model also include the stock ash content.

Claim 8

A method according to claim 1 , wherein the predictor produces a new model for the optimization during each control cycle.

Claim 9

A method according to claim 1 , wherein, during a break, the model utilizes the value of the headbox ash content.

Claim 10

A method according to claim 1 , wherein said predictor step provides a dynamic model on the basis of the prediction.

Claim 11

Equipment for controlling properties of paper produced by a paper making machine comprising a headbox into which paper stock is supplied and from which the paper stock is supplied to former section which produces a paper web from the stock, said web being supplied as paper to a measuring beam, said former section having an outlet for white water expelled during production of the paper web, means for combining the white water into the paper stock, means for adding a flow of filler to the paper stock, means for adding a flow of retention agent to the paper stocl, the white water, the paper stock and the paper having respective amounts of ash content, said equipment comprising means for measuring a variable relating the amount of filler in the white water, means for measuring ash content in the paper, or ash content in the paper stock in the headbox or both, a control system including a model and control variables relating the flow of retention agent on the amount of filler in the white water and on the ash content of the paper, and of the flow of filler on the ash content of the paper and on the amount of filler in the white water, means for controlling simultaneously, on the basis of said model, the flow of retention agent and the flow of filler in order to adjust the amount of filler in the white water and the ash content of the paper, the control system further including a predictor means and an optimization means, the predictor means comprising means for taking into account said model and operating variables for providing a prediction output, the optimization means comprising means for utilizing said prediction output produced by the predictor means for optimizing the control variables and the process of producing the paper.

Claim 12

Equipment for controlling properties of paper produced by a paper making machine comprising a headbox into which paper stock is supplied and from which the paper stock is supplied to former section which produces a paper web from the stock, said web being supplied as paper to a measuring beam, said former section having an outlet for white water expelled during production of the paper web, means for combining the white water into the paper stock, means for adding a flow of filler to the paper stock, means for adding a flow of retention agent to the paper stocl, the white water, the paper stock and the paper having respective amounts of ash content, said equipment comprising means for measuring a variable relating the amount of filler in the white water, means for measuring ash content in the paper, or ash content in the paper stock in the headbox or both, a control system including a model and control variables relating the flow of retention agent on the amount of filler in the white water and on the ash content of the paper, and of the flow of filler on the ash content of the paper and on the amount of filler in the white water, means for controlling simultaneously, on the basis of said model, the flow of retention agent and the flow of filler in order to adjust the amount of filler in the white water and the ash content of the paper, the control system further including a predictor means and an optimization means, the predictor means comprising means for taking into account said model and operating variables for providing a prediction output, the optimization means comprising means for utilizing said prediction output produced by the predictor means for optimizing the control variables and the process of producing the paper.

Claim 13

Equipment according to claim 10 , wherein said model further relating the effect of the flow of retention agent, the flow of filler and stock flow on basis weight of the paper, said control means further comprising means for simultaneously controlling, based on said model, the flow of retention agent, the flow of filler and the stock flow in order to adjust the basis weight.

Claim 14

Equipment according to claim 11 , wherein said model has as input variables, the stock flow, the consistency of stock, the flow of retention agent, the flow of filler and speed of the paper machine, and as output variables the headbox ash content, the white water consistency, basis weight of the paper and the paper ash content, the model having as control variables the flow of filler, the flow of retention agent and the stock flow.

Claim 15

Equipment according to claim 12 , wherein the input variables of the model also include the stock ash content.

Claim 16

Equipment according to claim 10 , wherein said model has as input variables the stock flow, the consistency of stock, the flow of retention agent, the flow of filler and a speed of the paper machine, and as output variables white water consistency and the paper ash content, the model having as control variables the flow of filler and the flow of retention agent.

Claim 17

Equipment according to claim 14 , wherein the input variables of the model also include the stock ash content.

Claim 18

Equipment according to claim 10 , wherein said predictor means includes means for producing a further model on the basis of the prediction output.