PARIS-- General Electric Co. Chief Executive Jeffrey Immelt will personally lobby for the U.S. conglomerate's proposed $17 billion acquisition of Alstom SA's energy assets on Thursday when he meets with the self-proclaimed chief custodian of France's strategic industrial interests, Economy Minister Arnaud Montebourg, according to people familiar with the matter.

Mr. Immelt is expected to use the opportunity to provide details on how GE intends to respond to concerns voiced by the French government after the U.S. company unveiled its initial offer in late April, the people familiar with the matter said.

GE confirmed Mr. Immelt will attend on Thursday.

To improve the appeal of its bid and counter German and Japanese suitors, GE is considering selling its train-signaling business to Alstom, according to different people familiar with the matter. Selling the signaling operations would help meet a demand expressed by France's President François Hollande that the U.S. conglomerate help beef up Alstom's train business in exchange for blessing GE's purchase of the French engineering company.

GE is expected to make additional concessions and give the French government a say on the fate of some Alstom products deemed strategic, such as the oversize steam turbine used in nuclear power plants, the people familiar with the matter said.

GE is locked in a takeover battle with Siemens AG of Germany and Mitsubishi Heavy Industries Ltd. of Japan to grab a large part of Alstom's assets.

The U.S. company fired the opening shot in late April, offering to buy all of Alstom's energy assets, including gas and steam turbines, windmills and hydropower equipment.

It triggered political furor in France, where the government said it wanted to have a say in the fate of the industrial giant and invited interests from rivals such as Siemens.

On Monday, Siemens and MHI presented a multipronged offer for some of Alstom's assets.

Under the joint bid, which the two companies said valued Alstom's power business at EUR14.2 billion ($19.24 billion), Siemens would buy the French company's gas turbines business while Mitsubishi would acquire minority stakes in a range of other Alstom operations.

In addition, MHI has offered to acquire a minority stake in Alstom and said it "strongly" wished that the French government would also buy an interest in the company, alongside Mitsubishi.

A French official said such an investment was "possible," adding that the government viewed the joint offer of Siemens and Mitsubishi as "serious."

Ted Mann contributed to this article.

Write to Inti Landauro at inti.landauro@wsj.com

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